This repository presents the AIS-catcher software, a versatile dual-channel AIS receiver that is compatible with a wide range of Software Defined Radios (SDRs). These include RTL-SDR dongles (such as the ShipXplorer AIS dongle and RTL SDR Blog v4), AirSpy (Mini/R2/HF+), HackRF, SDRPlay, SoapySDR, and file/network input (ZMQ/RTL-TCP/SpyServer). AIS-catcher delivers output in the form of NMEA messages, which can be conveniently displayed on screen or forwarded via UDP/HTTP/TCP. Designed as a lightweight command line utility, AIS-catcher also incorporates a built-in web server for internal use within secure networks. The project home page including several realtime examples can be found at aiscatcher.org.
Copyright (C) 2021 - 2024 jvde.github at gmail.com. All rights reserved. Licensed under GNU General Public License v3.0.
AIS-catcher is created for research and educational purposes under the GNU GPL v3 license. It is a hobby project and has not been tested and designed for reliability and correctness.
You can play with the software but it is the user's responsibility to use it prudently. So, DO NOT rely upon this software in any way including for navigation
and/or safety of life or property purposes.
There are variations in the legislation concerning radio reception in the different administrations around the world.
It is your responsibility to determine whether or not your local administration permits the reception and handling of AIS messages from ships.
It is specifically forbidden to use this software for any illegal purpose whatsoever.
Only use this software in regions where such use is permitted.
The purpose of AIS-catcher is to serve as a platform that encourages the perpetual enhancement of receiver models. We greatly value and appreciate any suggestions, observations, or shared recordings, particularly from setups where the existing models encounter difficulties.
AIS-catcher is a free, open-source project aimed at transforming SDR-equipped computers into AIS-receivers. It's continuously improved with decoding enhancements, user support, and expanded output options for commercial data aggregators. As a seperate project we also aggregate AIS data with the aim of real-time visualization in local web dashboards, enhancing receiver performance and situational awareness by integrating nearby station data.
To join, ensure you're on the latest version, visit aiscatcher.org, and add your station. Upon registration, you'll receive a personal sharing key. Simply run AIS-catcher on the command line with "-X" followed by your sharing key to share your station's raw AIS data with the community hub. This activates a "Community Feed" in your station's web viewer, accessible under map layers. Below, you can see how it integrates with your local dashboard. The grey ship icons represent vessels not directly received by this particular station but detected by nearby stations.
Check the data we're receiving at aiscatcher.org. We welcome your innovative ideas for enhancing AIS-catcher with this collective data, which could lead to new features or improvements benefiting the entire community.
Windows Binaries and Building instructions for many systems are provided below. Pre-built container images containing AIS-catcher are available from the GitHub Container Registry.
This guide provides instructions for installing AIS-catcher on Debian-based systems (like Raspberry Pi) and setting it up to run as a background service. This ensures AIS-catcher will automatically start when the machine is booted.
To install or update AIS-catcher, open a terminal or log in via SSH, then run the following command:
sudo bash -c "$(wget -qO- https://raw.githubusercontent.com/jvde-github/AIS-catcher/main/scripts/aiscatcher-install)"The script will install all dependencies and build AIS-catcher. The required SDR libraries are installed from the official packages if they cannot be found on the system. For the RTL-SDR we build from source from the official package to guarantee support for the RTL-SDR V4 but, again, only if the package is not already installed on the system. On a fresh Raspberry Pi4 this will take less than 20 minutes.
To verify that AIS-catcher is installed or updated, run:
/usr/bin/AIS-catcher -LNow (re)connect the dongle and you can start playing with the various command line options, e.g. to start some basic decoding with a webviewer at http://localhost:8100, use file following command:
/usr/bin/AIS-catcher -v 10 -N 8100If all works, you should start seeing NMEA lines on screen and have an active webviewer at the aforementioned address.
For running AIS-catcher as a background service we can use two configuration files:
- /etc/AIS-catcher/config.json (JSON configuration)
- /etc/AIS-catcher/config.cmd (command line parameters)
The simplest approach is to edit the configuration file /etc/AIS-catcher/config.cmd to capture your settings which are detailed below. Lines starting with # are considered comments and ignored. The default file contains comments for popular options, which can be modified using a text editor, for example:
sudo nano /etc/AIS-catcher/config.cmdTo start AIS-catcher as a background service use the following command:
sudo systemctl start ais-catcher.serviceTo view the status of the service copy the following command:
sudo systemctl start ais-catcher.serviceTo ensure AIS-catcher starts automatically at boot time, enable the service with:
sudo systemctl enable ais-catcher.serviceThis is fairly new script and under development so any feedback is appreciated.
Edge version:
-
Option to send fully decoded AIS messages in JSON format via UDP and TCP (similar to screen output with
-o 5). AddJSON_FULL onto~P/S/u. -
Bug fix for connecting serial devices in macOS
-
Option to select columns in the table (and many more options added):
-
Option to use text description in tables for ship type
-
Overlay in AIS-catcher webviewer that shows possibility of atmospheric ducting conditions enable long range AIS reception
-
Experimenting with debian packages to simplify installation. To do, make it work for the RTL-SDR V4, auto setting it up as system service, configuration editor and extensive testing. The install command will look something like:
sudo bash -c "$(wget -qO- https://raw.githubusercontent.com/jvde-github/AIS-catcher/main/scripts/aiscatcher-install)"
v0.59 developments:
- Slowly improving the station page for feeders of aiscatcher.org. Color indicates number of stations covering area, opacity is linked to message count of station. To view your station statistics in this way, ensure you feed with a sharing key (UUID)
- Add a sharing key to -X via aiscatcher.org/addstation which will show the approximate station location in the map overlay and enable, in a few weeks, a station performance tracking dashboard.
- TAR1090 can now visualize ship positions from AIS-catcher. See for an example here.
- Additional option for
-f-switch to either append NMEA lines to file (-f filename MODE APPfor appending - default) or starting fresh with-f filename MODE OUT - History for range indicator can now be configured (24 hours default) with new option for 7 and 30 days history
- Added a measure tool to measure distance and bearing between two points and/or ships. Start with CTRL-Click or activate the measure tool and press +
- Added vessel count to web viewer title (visible once on the map tab)
- Fix bug in display of icon for SARTE/EPIRB (red diamond)
- Additional option for WebViewer to bind server to specific IP address. This allows you to make the browser only visible on the local PC, via
-N IP_BIND localhost. By default the webviewer is visible by other machines on the network. - Bug fix to range rings in 'imperial' units
- Webviewer - ships tab has now a filter function to quickly look for a ship. Has also been added to the ship overview in the map tab
- Option to apply filter functionality (control message routing) to webviewer and added option to filter on station_id
- '-M DT' set by default UNLESS running with
-F(turbo boost mode and no webviewer) or when overwritten with -M
Earlier versions:
- Community feed by running with -X. This will feed the aiscatcher.org server and return data as an extra map layer option in your webviewer.
- Performance improvements when drawing a large number of vessels by switching from Leaflet to Openlayers (notice this might require re-working some plugins). in openlayers it is more straightforward to plot ship icons on the canvas.
- Option to auto terminate the program if no messages received for a while, e.g. after 10 minutes
-T 600 nomsg_ony. This will help cure network connections for input or devices going stale without an error - You can access geoJSON output of the current ship positions by visiting the web viewer at
/geojsonand for KML output, please navigate to/kml(enable with the switches-N geojson onand-N kml on). The KML feature facilitates the visualization of ship positions in Google Earth Pro. Be sure to add a network link and configure the auto-refresh rate in GE. A demonstration of the use of GeoJSON is plotting the vessels on the tar1090 map. - Experimenter Mode for NMEA2000 via socketCAN on Linux. See documentation below.
- Pyssel blog post describes procedure to show offline mbtiles maps here
AIS-catcher began as a basic decoder for RTL-SDR dongles, offering on-screen output and UDP transmission for key aggregation sites. Over time, we've expanded its compatibility to include a wider range of SDRs and input methods. On the output side, it now supports viewing signals and positions through a web viewer, saving to databases, and forwarding as NMEA2000 on Linux systems using socketCAN. This enhancement has subtly shifted AIS-catcher's role, making it a useful tool for managing different AIS data streams. Below is a cheatsheet for the various input and output modes.
use: AIS-catcher [options]
[-a xxx - set tuner bandwidth in Hz (default: off)]
[-b benchmark demodulation models for time - for development purposes (default: off)]
[-c [AB/CD] - [optional: AB] select AIS channels and optionally the NMEA channel designations]
[-C [filename] - read configuration settings from file]
[-D [connection string] - write messages to PostgreSQL database]
[-e [baudrate] [serial port] - read NMEA from serial port at specified baudrate]
[-f [filename [options]] write NMEA lines to file]
[-F run model optimized for speed at the cost of accuracy for slow hardware (default: off)]
[-h display this message and terminate (default: false)]
[-H [optional: url] - send messages via HTTP, for options see documentation]
[-i [interface] - read NMEA2000 data from socketCAN interface - Linux only]
[-I [interface] - push messages as NMEA2000 data to a socketCAN interface - Linux only]
[-m xx - run specific decoding model (default: 2), see README for more details]
[-M xxx - set additional meta data to generate: T = NMEA timestamp, D = decoder related (signal power, ppm) (default: none)]
[-n show NMEA messages on screen without detail (-o 1)]
[-N [optional: port][optional settings] - start http server at port, see README for details]
[-o set output mode (0 = quiet, 1 = NMEA only, 2 = NMEA+, 3 = NMEA+ in JSON, 4 JSON Sparse, 5 JSON Full (default: 2)]
[-p xxx - set frequency correction for device in PPM (default: zero)]
[-P xxx.xx.xx.xx yyy - TCP destination address and port (default: off)]
[-q suppress NMEA messages to screen (-o 0)]
[-s xxx - sample rate in Hz (default: based on SDR device)]
[-S xxx - TCP server for NMEA lines at port xxx]
[-T xx - auto terminate run with SDR after xxx seconds (default: off)]
[-u xxx.xx.xx.xx yyy - UDP destination address and port (default: off)]
[-v [option: xx] - enable verbose mode, optional to provide update frequency of xx seconds (default: false)]
[-X connect to AIS community feed at aiscatcher.org (default: off)]
Device selection:
[-d:x - select device based on index (default: 0)]
[-d xxxx - select device based on serial number]
[-e baudrate port - open device at serial port with given baudrate]
[-l list available devices and terminate (default: off)]
[-L list supported SDR hardware and terminate (default: off)]
[-r [optional: yy] filename - read IQ data from file or stdin (.), short for -r -ga FORMAT yy FILE filename
[-t [[protocol]] [host [port]] - read IQ data from remote RTL-TCP instance]
[-w filename - read IQ data from WAV file, short for -w -gw FILE filename]
[-x [server][port] - UDP input of NMEA messages at port on server
[-y [host [port]] - read IQ data from remote SpyServer]
[-z [optional [format]] [optional endpoint] - read IQ data from [endpoint] in [format] via ZMQ (default: format is CU8)]
Device specific settings:
[-ga RAW file: FILE [filename] FORMAT [CF32/CS16/CU8/CS8] ]
[-ge Serial Port: PRINT [on/off]
[-gf HACKRF: LNA [0-40] VGA [0-62] PREAMP [on/off] ]
[-gh Airspy HF+: TRESHOLD [low/high] PREAMP [on/off] ]
[-gm Airspy: SENSITIVITY [0-21] LINEARITY [0-21] VGA [0-14] LNA [auto/0-14] MIXER [auto/0-14] BIASTEE [on/off] ]
[-gr RTLSDRs: TUNER [auto/0.0-50.0] RTLAGC [on/off] BIASTEE [on/off] ]
[-gs SDRPLAY: GRDB [0-59] LNASTATE [0-9] AGC [on/off] ]
[-gt RTLTCP: HOST [address] PORT [port] TUNER [auto/0.0-50.0] RTLAGC [on/off] FREQOFFSET [-150-150] PROTOCOL [none/rtltcp] TIMEOUT [1-60] ]
[-gu SOAPYSDR: DEVICE [string] GAIN [string] AGC [on/off] STREAM [string] SETTING [string] CH [0+] PROBE [on/off] ANTENNA [string] ]
[-gw WAV file: FILE [filename] ]
[-gy SPYSERVER: HOST [address] PORT [port] GAIN [0-50] ]
[-gz ZMQ: ENDPOINT [endpoint] FORMAT [CF32/CS16/CU8/CS8] ]
Model specific settings:
[-go Model: AFC_WIDE [on/off] FP_DS [on/off] PS_EMA [on/off] SOXR [on/off] SRC [on/off] DROOP [on/off] ]
To test that the installation was successful (see below for instructions), a good start is the following command which lists the devices available for AIS reception:
AIS-catcher -lThe output depends on the available devices but will look something like:
Found 1 device(s):
0: Realtek, RTL2838UHIDIR, SN: 00000001A specific device can be selected with the d-switch using the device number -d:0 or the serial number -d 00000001. If you were expecting particular devices that are missing, you might want to try:
AIS-catcher -LThis lists all devices for which support is included in the executable. If particular hardware is not listed here, you might have to install the necessary libraries and rebuild AIS-catcher.
To start AIS decoding, print some occasional statistics (every 10 seconds)
AIS-catcher -v 10The next step is to share the data with other programs or services.
To share your raw feed with other AIS-catcher users (and see their data in your webviewer - see below) use -X. Additionally, for sending the messages via UDP to ports 10110 and 10111, we can use the following command:
AIS-catcher -v 10 -X -u 127.0.0.1 10110 -u 127.0.0.1 10111If successful, NMEA messages will start to come in, appear on the screen and send as UDP messages to 127.0.0.1 port 10110 and port 10111 and will be visible on aiscatcher.org. The UDP messages are the primary method to forward messages for visualization in OpenCPN or to AIS aggregator websites like MarineTraffic, FleetMon, VesselFinder, ShipXplorer and others. See below for more pointers on how this can be set up.
The AIS NMEA lines on screen can be suppressed with the option -q.
For RTL-SDR devices performance can be sensitive to the device settings. In general, a good starting point is the following:
AIS-catcher -gr RTLAGC on TUNER auto -a 192KIt has been reported by several users that adding a bandwidth setting of -a 192K can be beneficial so it is worthwhile to try with and without this filter. Finding the best settings for your hardware requires some systematic experimentation whereby one parameter is changed at a time, e.g. switch RTLAGC on or off, set the TUNER to auto or try fixed tuner gains between 0 and 50. The hardware settings available depend on the hardware and more details can be found below.
AIS-catcher also supports the 18 Euro RPI Zero W. However, the hardware might not keep up with the high data flow. This can sometimes be resolved by activating fast downsampling via:
AIS-catcher -FFast downsampling uses approximations and comes at a very small performance degradation, so is not set by default. If your device still struggles, you can try running at a sample rate of 288K (-s 288K):
AIS-catcher -s 288KReception will be impacted though. Unfortunately, latest feedback seems to be that this is best way to run on the Zero W as this Zero is struggling with the high data throuugput. Another drawback of these lower cost boards is that they can create interference that impacts the radio reception.
Finally, to create a webviewer that you can access from your local network, use the following command:
AIS-catcher -N 8100A simple webviewer with a map (and community feed) will be available at http://localhost:8100. The webviewer can be accessed from any device on the same network with the IP address of the machine. The webviewer can be customized, see below.
That's all there is. Below we will dive into some more details.
The output of NMEA messages to screen can be regulated with the -o switch. To suppress any messages to screen use -o 0 or -q. This can be useful if you run AIS-catcher as a background process. To show only simple and pure NMEA lines, use the switch -o 1 or -n. Example output:
!AIVDM,1,1,,B,33L=LN051HQj3HhRJd7q1W=`0000,0*03
By default, and using the command -o 2, AIS-catcher displays NMEA messages with some additional information:
!AIVDM,1,1,,B,33L=LN051HQj3HhRJd7q1W=`0000,0*03 ( MSG: 3, REPEAT: 0, MMSI: 230907000, signalpower: -44.0, ppm: 0, timestamp: 20220729191340)
This same information but wrapped in JSON to facilitate further processing downstream is generated with the switch -o 3 :
{"class":"AIS","device":"AIS-catcher","channel":"B","rxtime":"20220729191502","signalpower":-44.0,"ppm":0,"mmsi":230907000,"type":3,"nmea":["!AIVDM,1,1,,B,33L=LN051HQj3HhRJd7q1W=`0000,0*03"]}And finally, full decoding of the AIS message is activated via -o 5:
{"class":"AIS","device":"AIS-catcher","rxtime":"20220729191610","scaled":true,"channel":"B","nmea":["!AIVDM,1,1,,B,33L=LN051HQj3HhRJd7q1W=`0000,0*03"],"signalpower":-44.0,"ppm":0.000000,"type":3,"repeat":0,"mmsi":230907000,"status":0,"status_text":"Under way using engine","turn":18,"speed":8.800000,"accuracy":true,"lon":24.915239,"lat":60.148106,"course":231.000000,"heading":230,"second":52,"maneuver":0,"raim":false,"radio":0}Meta data is not calculated by default to keep the program as light as possible when running as a server on low spec devices but can be activated with the -M switch. The calculation of signal power (in dB) and applied frequency correction (in ppm) are activated with -M D. NMEA messages are timestamped with -M T and additional country information from the station derived from the MMSI is included in JSON output with -M M.
There are many libraries for decoding AIS messages in NMEA format to JSON format. I encourage you to use your favorite library. Some excellent choices include libais, gpsdecode and pyais.
AIS-catcher includes a simple web interface. A live demo is available for East Boston, US. The web interface gratefully uses the following libraries: chart.js, chart.js annotation plugin, leaflet, Material Design Icons, tabulator, marked and flag-icons.
Make sure you use the latest version and start the web viewer as follows:
AIS-catcher -N 8100where 8100 is the port number. If your machine network name is raspberrypi, e.g., then enter raspberrypi:8100 in your browser. On the web page, you will find several sections with information related to the station and received messages.
For users wishing to include a station name and a link to an external website in the Statistics section:
AIS-catcher -N STATION Southwood STATION_LINK http://example.comThis could be a useful option if you want to offer the interface externally. To display the reception range and distances from your station, provide the program with the station coordinates and permission to share the location with the web viewer:
AIS-catcher -N LAT 50 LON 3.141592 SHARE_LOC onThe last option share_loc (default is off) will allow the web viewer to access and display the location.
The user can make a page in markdown format. The content will be shown in the About tab of the web viewer:
AIS-catcher -N 8100 ABOUT about.mdAll these options can be captured in the configuration file (in a section with name server), see below.
The main menu behind the hamburger icon in the top left corner navigates between different functional areas. Context-sensitive menus, accessible through right-click, long press on iOS, or the vertical dot icon on the map, offer more functionalities. Here you can set options like activating the "dark mode" theme, displaying the station range on the map, locking/unlocking the map center, toggling text-only ship labels, decluttering ship labels, and viewing details of the last message received from a vessel, amongst others.
When AIS-catcher receives data containing a vessel's dimensions but can not determine the direction it is pointing (heading), it will display a circle that accommodates the ship's dimensions regardless of heading. Missing heading information is common for Class B ships. If there's a decent approximation available for the heading, such as course-over-ground above certain speeds, it will be used. Shapes plotted using this approximation will have a dashed border, indicating incomplete information. An example is the USS Constitution docked in Boston.
In the map section, clicking on a vessel will open a ship card with details of the vessel. For smaller screens it can be minimized in the top bar (via the ^ symbol or by clicking on the header bar). The ship card will open minimized on mobile devices. In its maximized form, users can choose which rows will be visible in the minimized state. Additional options, such as looking up the vessel on aggregator sites, are available by clicking the three-dot icon on the ship card header.
The web-interface shows a "validation" indication at the left border of the ship card header.
AIS-catcher analyzes an enormous stream of bits per day for both AIS channels (2 to the power 33 to be precise). To avoid erroneous messages, the AIS system employs a 16-bit CRC and matching of other bit patterns. Unfortunately, purely statistically this cannot prevent that there will be an occasional technically correct but nonsense message. These are typically easy to recognize (e.g. looking at the signal level, and location on the map) and aggregator sites like MarineTraffic will filter these out.
To reliably measure the reception range for the station in the web interface, AIS-catcher has implemented a "validation function" that checks the location of the vessel for consistency between messages and flags if there is an inconsistency. Practically speaking, if we receive a position from an MMSI that is relatively close to the last received position, the "validation" indicator will be green and the distance to the station will be included to determine the station range. Please note that messages within 50 NMi from the receiving station will always be included for range setting. The validation indicator will be grey if validation for the location cannot be performed and red if it is not successful.
The Plot section contains several visualizations to assess the performance of the receiver:
AIS-catcher -N 8100 FILE stat.bin BACKUP 10This will back up the plots when the program closes and every 10 minutes in a file stat.bin. The minimum backup interval is 5 minutes.
To give the user the option to tweak the look-and-feel and functionality of the web viewer and/or modify for example the color scheme or regional preferences, the program provides the option to inject custom plugins (JavaScript) and CSS into the website, with a command like:
AIS-catcher -N 8100 PLUGIN plugin1.js PLUGIN plugin2.js STYLE mystyle.cssYou can also include all plugin files from a specific directory using the command:
AIS-catcher -N 8100 PLUGIN_DIR /usr/share/aiscatcher/pluginsFiles need to have the extension .pjs and .pss for respectively JavaScript and CSS style plugins. The repository includes a few example plugins that demonstrate how to add additional maps or cater to regional preferences. Examples of plugins can be found in another GitHub repository.
There is an option to run the web viewer without relying on online libraries. This facilitates using the web interface whilst traveling without an internet connection. The steps are simple. First, go to your home directory (say /home/jasper) and clone the necessary offline web assets:
git clone https://github.com/jvde-github/webassets.gitThis will create a directory webassets that we need to share with AIS-catcher as an alternative location for online web content with the CDN argument followed by the location of the web assets directory:
AIS-catcher -x 192.168.1.120 4002 -N 8100 CDN /home/jasper/webassetsYou can add the option PROME on to the web configuration command to start rendering Prometheus-compatible statistics at /metrics. For example:
AIS-catcher -N 8100 PROME onFor more information on how to configure Prometheus and Grafana to get an initial dashboard, see README-grafana.md.
Some cloud services collecting AIS data prefer messages to be periodically posted via the HTTP protocol, for example, APRS.fi. As per version 0.29, AIS-catcher can do this directly via the -H switch. For example:
AIS-catcher -r posterholt.raw -v 60 -H http://localhost:8000 INTERVAL 10 ID MyStationwill post JSON with the following layout every 10 seconds:
{
"protocol": "jsonaiscatcher",
"encodetime": "20221102171325",
"stationid": "MyStation",
"receiver":
{
"description": "AIS-catcher v0.39",
"version": 39,
"engine": "Base (non-coherent)",
"setting": "droop ON fp_ds OFF "
},
"device":
{
"product": "FILE-RAW",
"vendor": "",
"serial": "",
"setting": "rate 1536K file posterholt.raw format CU8"
},
"msgs": [
{"class":"AIS","device":"AIS-catcher","rxtime":"20221102171324","scaled":true,"channel":"A","nmea":["!AIVDM,1,1,,A,13`fL1PP140KCELMBO7SS?wH0@Jv,0*50"],"ppm":0.000000,"type":1,"mmsi":244030470,"status":0,"status_text":"Under way using engine","speed":6.800000,"accuracy":false,"lon":5.964237,"lat":51.185970,"course":90.800003,"repeat":0,"second":44,"maneuver":0,"raim":false,"radio":67262}
]
}We can use this functionality to submit data to APRS.fi directly without the need of middleware:
AIS-catcher -H http://aprs.fi/jsonais/post/secret-key ID callsign PROTOCOL aprs INTERVAL 30 -qWhere secret-key should be your password and callsign your callsign. The PROTOCOL setting instructs AIS-catcher to submit JSON in a form that is accepted by APRS.fi which is a multi-form HTTP message. The response from the server will be printed on screen, if you want to show this message only in case of an error, add RESPONSE OFF to the argument.
Another example of this HTTP feed functionality is to provide data to Chaos Consulting without the need to install any additional scripts. The Chaos Consulting server has been set up so that it can read the AIS-catcher JSON format as per above:
AIS-catcher -H https://ais.chaos-consulting.de/shipin/index.php USERPWD Station:Password GZIP on INTERVAL 5Notice that this server requires authentication with a station name and password and accepts JSON with gzip encoding which significantly reduces bandwidth.
Important: to use and build AIS-catcher with HTTP support, please install the following libraries before running cmake:
sudo apt install libssl-dev zlib1g-devThis step is only required if you want to ZIP content and post data to secure servers.
The supported protocol switches are AISCATCHER (default), MINIMAL (NMEA lines and metadata), LINES (one JSON message per line), APRS (to submit to APRS.fi).
AIS messages can be forwarded between applications over UDP via the -u switch and TCP using -P as we have seen in the examples above.
Additionally, AIS-catcher has the option to send NMEA messages packaged in a JSON object:
AIS-catcher -u 192.168.1.235 4002 JSON onThis will send over the NMEA lines plus additional metadata like signal level etc. AIS-catcher can also listen and process NMEA and JSON input when running as a UDP server, e.g.:
AIS-catcher -x 192.168.1.235 4002Most external programs will not be able to accept these JSON-packaged NMEA strings. It is a way to transfer received messages between AIS-catcher instances without losing metadata like the timestamp, ppm correction and signal level. These are not captured in the standard NMEA strings.
Another option for UDP sending via -u is BROADCAST on/off to enable sending to broadcast addresses.
A feature has been added that sends messages to (e.g.) MarineTraffic as a TCP client (with auto-reconnect) using the -P switch. For example:
In this case, AIS-catcher acts as a TCP client and connects to the remote listener at 192.168.1.239 port 2947. You can also set up AIS-catcher as a TCP listener itself for sending NMEA messages, i.e. the program acts as a TCP server where at most 64 clients can connect to and read NMEA lines:
AIS-catcher -S 5011AIS-catcher itself can also read from such a TCP NMEA server:
AIS-catcher -t txt 192.168.1.239 5011The txt indicator is the connection protocol to distinguish it from reading raw IQ samples from an RTL-TCP connection, see below.
In this example, we have AIS-catcher running on a Raspberry PI and aim to receive the messages in OpenCPN running on a Windows computer with IP address 192.168.1.239. We have chosen to use port 10101. On the Raspberry, we start AIS-catcher with the following command to send the NMEA messages to the Windows machine:
AIS-catcher -u 192.168.1.239 10101In OpenCPN the only thing we need to do is create a Connection with the following settings:
AIS-catcher has functionality to filter UDP, HTTP and screen output on message type, e.g. send only messages of type 1, 2, 3, 5, 18, 19, 24 and 27 over UDP:
AIS-catcher -u 127.0.0.1 10110 FILTER on ALLOW_TYPE 1,2,3,5,18,19,24,27or remove message type 6 and 8:
AIS-catcher -u 127.0.0.1 10110 FILTER on BLOCK_TYPE 6,8Do not use spaces in the comma-separated message type list as it confuses the command line. Filtering will only take effect with the filter switched to ON (default OFF) and the filter needs to be defined per -u switch (or -H and -o).
In my home station, I am using this to control the size of the log file but still capture messages for inspection later. I am running with the command line parameter:
AIS-catcher -o 5 filter on block_type 1,2,3,4,5,9,18,19,21,24Message type 8 is region-specific. If you encounter any messages in the wild that might be interesting for AIS-catcher to parse, please share in the Issue section and we can see if it is worthwhile to extend the JSON generator.
Note: filtering for messages to screen can only be set on the command line and not in the JSON configuration file at this stage. UDP filtering is available in the JSON configuration file.
AIS-catcher can read from a file with the switch -r followed by the filename and with a . or stdin it reads from stdin, e.g. -r .. The following command records a signal with rtl_sdr at a sampling rate of 288K Hz and pipes it to AIS-catcher for decoding:
rtl_sdr -s 288K -f 162M - | AIS-catcher -r . -s 288K -vThe same mechanism can be used to apply other transformations on the signal, e.g. downsampling with sox:
sox -c 2 -r 1536000 -b 8 -e unsigned -t raw posterholt.raw -t raw -b 16 -e signed -r 96000 - |AIS-catcher -s 96K -r CS16 . -vFor reference, as per version 0.36, AIS-catcher has the option to use the internal sox library directly if included in your build:
AIS-catcher -s 1536K -r CU8 posterholt.raw -v -go SOXR on Default assumption is that the file is in raw unsigned 8-bit IQ format. Alternative formats can be set via -gr (see below) and can even include NMEA strings in text input.
AIS-catcher has the option to listen at frequency 156.8 Mhz to receive Channel 3/C and 4/D (vs the default A and B around 162 MHz) with the switch -c CD. This follows ideas from a post on the Shipplotter forum. The default decoder is available with the switch -c AB. Note that gpsdecode cannot handle channel designations C and D in NMEA lines. You can provide an optional argument to use channel designations A and B in the NMEA line with the command -c CD AB.
In a similar fashion -c X will decode one channel. This is only useful in some instances, see the ZMQ example below.
In v0.56 we introduced "Experimenter Mode" for NMEA2000 input and output via socketCAN on Linux. To properly handle the mechanics of a NMEA2000 network, the NMEA2000 library by Timo Lappalainen is required, build AIS-catcher in the main directory with:
./scripts/build-NMEA2000.sh
This downloads and builds the NMEA2000 library and includes it in the AIS-catcher build process.
The following example creates a UDP server listening on port 4002 and forwards these messages to the CAN-bus (vcan0):
AIS-catcher -x 192.168.1.120 4002 -I vcan0 Current implementation handles AIS messages 1-5, 9, 11, 14, 18, 19, 21, 24 and have been very high-level tested with the excellent CANboat utilities and a virtual network. Another option is to have AIS-catcher read AIS messages on the NMEA2000 canbus:
AIS-catcher -i vcan0Note that this only works on Linux with socketCAN support and has not been tested properly. Obviously, the program is not certified by NMEA and is not build for connecting it to a NMEA2000 network on a boat. It is for the experimenters wanting to learn and play with networks and AIS.
As per version 0.41, AIS-catcher can be mostly configured via a configuration file in JSON format,
AIS-catcher -C config.jsonwhere config.json is the name of the configuration file. The idea behind this feature is to simplify the setup of feeding multiple online sources. The minimal configuration file should have the following:
{ "config": "aiscatcher", "version": 1 }A fuller example config file looks as follows:
{
"config": "aiscatcher",
"version": "1",
"input": "serialport",
"verbose": true,
"screen": 0,
"serialport": {
"baudrate": 38400,
"port": "/dev/tty0"
},
"rtlsdr": {
"active": true,
"rtlagc": true,
"tuner": "auto",
"bandwidth": "192K",
"sample_rate": "1536K",
"biastee": false,
"buffer_count": 2
},
"airspy": {
"sample_rate": "3000K",
"linearity": 17,
"biastee": false
},
"airspyhf": {
"sample_rate": "192k",
"threshold": "low",
"preamp": false
},
"hackrf": {
"sample_rate": "6144k",
"lna": 8,
"vga": 20,
"preamp": false
},
"sdrplay": {
"sample_rate": "2304K",
"agc": true,
"lnastate": 5,
"grdb": 40
},
"udpserver": {
"server": "192.168.1.235",
"port": 4002
},
"server": {
"file": "stat.bin",
"backup": 10,
"realtime": true,
"active": true,
"port": 8100,
"station": "My Station",
"station_link": "http://example.com/",
"share_loc": true,
"lat": 52,
"lon": 4.3,
"plugin_dir": "/home/jasper/AIS-catcher/plugins/",
"cdn": "/home/jasper/webassets",
"prome": true,
"context": "settings"
},
"tcp": [
{
"active": true,
"host": "5.9.207.224",
"port": 12,
"keep_alive": false
}
],
"udp": [
{
"host": "ais.fleetmon.com",
"port": 0
},
{
"active": true,
"host": "hub.shipxplorer.com",
"port": 0,
"filter": false,
"allow_type": "1,2,3,5,18,19,24"
}
],
"tcp_listener": [
{
"port": 5012
}
],
"http": [
{
"url": "https://ais.chaos-consulting.de/shipin/index.php",
"userpwd": "user:pwd",
"interval": 30,
"gzip": false,
"response": false,
"filter": false
},
{
"url": "http://aprs.fi/jsonais/post/secret_key",
"id": "myid",
"interval": 60,
"protocol": "aprs",
"response": false
}
]
}The UDP and HTTP outward connections are included as a JSON array (surrounded by [ and ]) with an "object" for each separate channel. In each object we can include the
boolean field active (see the second UDP definition) which will cause the program to ignore the settings if set to false providing an easy way to switch particular channels or dongle configurations on and off.
The fields and values in the configuration file can be specified consistent with the command line settings as described in this document. JSON is however case sensitive so field names must be entered in lower case.
The active device is selected via the input or serial field. Sections for specific SDRs like rtlsdr specify the settings of the device only and do not automatically select it. Therefore, we can specify settings for many devices even if not connected. This will not have an impact.
If both input and serial are included in the configuration file to select a device for decoding, the program will check that they are consistent, i.e. the hardware with the specified serial number must be of type input.
If you want to run multiple receivers simultaneously, this is possible as well but the device-specific settings and selection need to be included in an array receiver:
{
"config":"aiscatcher",
"version":1,
"receiver":[
{
"input":"airspy",
"verbose":true,
"airspy":{
"sample_rate":"3000K"
}
},
{
"input":"rtlsdr",
"serial":"ais",
"verbose":true,
"rtlsdr":{
"bandwidth":"192k"
}
}
]
}If there is only one RTL-SDR connected, only input set to rtlsdr is sufficient. Similarly, if there is only one device connected with serial ais, we only have to specify serial.
AIS-catcher can be used as a command line utility that decodes NMEA lines in a file and prints the results as JSON. It provides a way to move the JSON analysis to the server side (send over NMEA with minimal metadata) or for unit testing the JSON decoder which was the prime reason for the addition of this feature. As an example:
echo '!AIVDM,1,1,,B,3776k`5000a3SLPEKnDQQWpH0000,0*78' | AIS-catcher -r txt . -o 5which produces
{"class":"AIS","device":"AIS-catcher","scaled":true,"channel":"B","nmea":["!AIVDM,1,1,,B,3776k`5000a3SLPEKnDQQWpH0000,0*78"],"type":3,"repeat":0,"mmsi":477213600,"status":5,"status_text":"Moored","turn":0,"speed":0.000000,"accuracy":true,"lon":126.605469,"lat":37.460617,"course":39.000000,"heading":252,"second":12,"maneuver":0,"raim":false,"radio":0}When piping NMEA text lines into AIS-catcher, use format TXT which ensures that the program immediately processes the incoming characters and will not buffer them first. The NMEA decoder can be activated with the switch -m 5 but setting the input format to TXT will automatically activate this decoder.
This functionality opens a few doors. For example, you can use AIS-catcher to read and forward messages from a dAISy Hat (simply read from the file cat /dev/serial0 on Linux) or process the data from Norwegian coastal traffic offered via a TCP server, like this:
netcat 153.44.253.27 5631 | AIS-catcher -r txt . -o 5For input via TCP, you can skip the netcat command and directly read the input into the program as follows:
AIS-catcher -t txt 153.44.253.27 5631Again, the FORMAT txt option switches off the buffering and automatically selects the NMEA decoder.
Finally, you can also receive NMEA input via a built-in UDP server:
AIS-catcher -x 192.168.1.235 4002The functionality to read NMEA lines from text files has been used to validate AIS-catcher JSON output on a file with 80K+ lines against pyais and gpsdecode. Only available switches for this decoder are -go NMEA_REFRESH and -go CRC_CHECK which force AIS-catcher to, respectively, recalculate the NMEA lines if on (default off) and ignore messages with incorrect CRC if on (default off). Example:
echo '$AIVDM,1,1,,,3776k`5000a3SLPEKnDQQWpH0000,0*79' | AIS-catcher -r txt . -n -go nmea_refresh on crc_check offreturns a warning on the incorrect CRC and:
!AIVDM,1,1,,,3776k`5000a3SLPEKnDQQWpH0000,0*3A
Note that CRC/checksum is the simple xor-checksum for validating that the NMEA line is not corrupted and not the CRC that is transmitted with the AIS message for a decoder to check the correct reception over air. This latter 16-bit checksum/CRC is not included in the NMEA message.
AIS-catcher will also accept AIVDO input which is typically used for the MMSI of the own ship. You can enable/disable this with: -go VDO on/off.
As discussed above, the webserver will only share a known location of the station with the front-end web viewer if share_loc is set for the webserver:
AIS-catcher -N 8100 share_loc onThis option is switched off by default for privacy reasons in case the web viewer is shared externally. The NMEA decoder accepts NMEA lines from a GPS device (NMEA lines GPRMC, GPGLL and GPGGA):
echo '$GPGGA, 161229.487, 3723.2475, N, 12158.3416, W, 1, 07, 1.0, 9.0, M, , , , 0000*18' | ./AIS-catcher -r txt .These GPS coordinates will be used to set the location of the station. In this way, the station can be visualized and tracked while on the move. This is useful if you use AIS-catcher to read from a hardware AIS receiver that has a built-in GPS. Another approach is to read from a GPSD server, e.g. when GPSD listens on post 2947 of the local PC:
AIS-catcher -t gpsd localhost 2947 -N 8100 share_loc on` or from a serial device:
AIS-catcher -e 38400 /dev/serial/by-id/usb-u-blox_AG_-_www.u-blox.com_u-bloxThe web viewer has the options -N use_gps on/off and -N own_mmsi xxxxx. The first enables/disables the use of GPS NMEA input as the location for the receiver station (default is on). The latter sets the station's location as the location of the vessel with the specified MMSI. The own MMSI will be highlighted on the web viewer map.
The latest version can run with multiple receivers in parallel. For example, one dongle for channel A+B and one dongle for channel C+D. To run with two receivers in parallel you can use a command like:
AIS-catcher -d serial1 -v -d serial2 -c CD -v -N 8100These functions allow AIS-catcher to receive input from an AIS receiver over UDP and a connected GPS device in parallel, e.g.:
AIS-catcher -e 38400 /dev/serial/by-id/usb-u-blox_AG_-_www.u-blox.com_u-blox_7_-_GPS_GNSS_Receiver-if00 -x 192.168.1.235 4002 -N 8100 share_loc onThe first receiver (-e ...) reads from a GPS device that is connected and emits NMEA lines. The second receiver (-x) reads AIS NMEA lines at port 4002 coming from another instance of AIS-catcher. The station is now plotted on the map with the location as provided
by the GPS coordinates. The web page has an option to fix the center of the map on the location of the receiving station (right-click on the station icon on the map).
As per full release v0.45, there is functionality to write messages to a database (PostgreSQL). The setup is fairly flexible and can be tailored to the particular needs. First create an empty PostgreSQL database, e.g on an Ubuntu distribution (this might be different on your system):
sudo -u postgres createdb aisSet up the necessary tables from the AIS-catcher directory:
psql ais <DBMS/create.sql Make sure you build the latest version of AIS-catcher with this dependency:
sudo apt install libpq-devNow AIS-catcher can write the received messages to the database:
AIS-catcher -D dbname=ais STATION_ID 17or when more details, like username and password, are required:
AIS-catcher -D postgresql://[user[:password]@][netloc][:port][/dbname]The STATION_ID setting is optional but will populate the entries in the database with the specified ID so multiple feeders can write to one database.
There are a few settings for the new -D switch of which the first is the connection string that specifies the database. If you want to use a space in the string use quotation marks around the string. There are other settings that define how tables will be populated:
| Table | Description | Settings | Default |
|---|---|---|---|
| ais_vessel | last received data per MMSI | V on/off | on |
| ais_message | received messages with meta data | MSGS on/off | off |
| ais_nmea | nmea sentences | NMEA on/off | off |
| ais_basestation | basestation messsages from type 4 | BS on/off | off |
| ais_sar_position | sar positions from type 9 | SAR on/off | off |
| ais_aton | aton messages from type 21 | ATON on/off | off |
| ais_vessel_pos | vessel position messages from type 1-3, 18, 19, 27 | VP on/off | off |
| ais_vessel_static | vessel static data from type 5, 19 | VS on/off | off |
| ais_property | specific key/value pairs with link to message | fill with keys specified in the table ais_keys | empty |
From hereon it is fairly straightforward to pick up this data and start analysis. If the connection fails during the decoding, for whatever reason, the program will try to reconnect to the database every 2 seconds. The maximum number of failed connection attempts before the program terminates is set with MAX_FAILS (<1000) and is set on the command line. If MAX_FAILS is 1000 the program will not terminate if the connection fails.
I hope this is sufficient to get you experimenting! Unfortunately, the options cannot yet be set from the JSON configuration file which is work in progress.
AIS-catcher implements a trick to speed up downsampling for RTLSDR input at 1536K samples/second by using fixed point calculations (-F). In essence, the downsampling is done
in 16-bit integers performed in parallel for the I and Q channels using only 32-bit integers.
This feature can activated with the -F switch and is only available for RTL-SDR running at a rate 1536K per second (the default).
To give an idea of the performance improvement on a Raspberry Pi Model B Rev 2 (700 MHz), I used the following command to decode from a file on the aforementioned Raspberry Pi:
AIS-catcher -r posterholt.raw -s 1536K -b -q -vResulting in 38 messages and the -b switch prints the timing used for decoding:
[AIS engine v0.31] : 17312.1 ms
Adding the -F switch yielded the same number of messages but the timing is now:
[AIS engine (speed optimized) v0.31] : 7722.32 ms
On an RPI Zero W this will bring down CPU load to ~40% and avoid buffer overruns.
The latest code base of AIS-catcher can take streaming data via ZeroMQ (ZMQ) as input. This eases the interface with packages like GNU Radio. The steps are simple and will be demonstrated by decoding the messages in the AIS example file from here. AIS-catcher cannot directly decode this file as the file contains only one channel, the frequency is shifted away from the center at 162Mhz and the sample rate of 62.5 KHz is not supported in our program. We can however perform decoding with some help from GNU Radio. First start AIS-catcher to receive a stream (data format is complex float and sample rate is 96K) at a defined ZMQ endpoint:
AIS-catcher -z CF32 tcp://127.0.0.1:5555 -s 96000Next we can build a simple GRC model that performs all the necessary steps and has a ZMQ Pub Sink with the chosen endpoint:
Running this model, will allow us to successfully decode the messages in the file:
The ZMQ interface is useful if a datastream from an SDR needs to be shared and processed by multiple decoders or for experimentation with different decoder models with support from GNU Radio.
Note that with CSDR and SoX we can also decode this file as follows:
sox SDRuno_20200907_184926Z_161985kHz.wav -t raw -b 32 -e floating-point - |csdr shift_math_cc 0.165 | AIS-catcher -r cf32 . -s 62500 -c X -vThe command line provides the `-m```` option which selects the specific decoding model. In the current version, 4 different receiver models are embedded for raw data samples:
- Default Model (
-m 2): the default demodulation engine. - Base Model (non-coherent) (
-m 1): using FM discriminator model, similar to RTL-AIS (and GNUAIS/Aisdecoder) with tweaks to the Phase Locked Loop and main receiver filter (computed with a stochastic search algorithm). - Standard Model (non-coherent) (
-m 0): as the Base Model with brute force timing recovery. - FM Discriminator model: (``-m
3) as the Standard Model but with the input already assumed to be the output of an FM discriminator. Hence no FM demodulation takes place which allowsAIS-catcherto be used as GNUAIS and AISdecoder.
The Default Model is the most time and memory consuming but experiments suggest it to be the most effective. In my home station, it improves message count by a factor 2 - 3. The reception quality of the Standard Model over the Base Model is more modest at the expense of roughly a 20% increase in computation time. Advice is to start with the Default Model, which should run fine on most modern hardware including a Raspberry 4B and then scale down to -m 0or even -m 1, if needed.
Notice that you can execute multiple models in one run for benchmarking purposes but only the messages from the first model specified are displayed on screen. To benchmark different models specify -b for timing and/or -v to compare message count, e.g.
AIS-catcher -s 1536K -r posterholt.raw -m 2 -m 0 -m 1 -q -b -vThe program will run and summarize the performance (count and timing) of three decoding models (on a Raspberry Pi 4B):
[AIS engine v0.35]: 38 msgs at 6.3 msg/s
[Standard (non-coherent)]: 4 msgs at 0.7 msg/s
[Base (non-coherent)]: 3 msgs at 0.5 msg/s
[AIS engine v0.35]: 1036.54 ms
[Standard (non-coherent)]: 932.47 ms
[Base (non-coherent)]: 859.065 ms
In this example the Default Model performs quite well in contrast to the Standard non-coherent engine with 38 messages identified versus 4 for the standard engine. This is typical when there are messages of poor quality. However, it increases the decoding time a bit and has a slightly higher memory usage so needs more powerful hardware. Please note that the improvements seen for this particular file are an exception.
For completeness, the decoder for NMEA input as text is activated by -m 5 and -m 4` is an experimental implementation to test new ideas. In practice, the user will not require these settings.
We can run AIS-catcher on a RAW audio file as in this tutorial:
wget "https://github.com/freerange/ais-on-sdr/wiki/example-data/helsinki-210-messages.raw"
AIS-catcher -m 3 -v -s 48K -r cs16 helsinki-210-messages.rawOn this file we should extract roughly 362 AIVDM lines. Notice that with switch -m 3 on the command line AIS-catcher runs a decoding model that assumes the input is the output of an FM discriminator. In this case, the program is similar to the following usage of GNUAIS:
gnuais -l helsinki-210-messages.rawwhich produces:
INFO: A: Received correctly: 153 packets, wrong CRC: 49 packets, wrong size: 4 packets
INFO: B: Received correctly: 52 packets, wrong CRC: 65 packets, wrong size: 10 packets
The command line allows you to set some device-specific parameters. AIS-catcher follows the default settings and naming conventions for the devices as much as possible so that optimal parameters determined by SDR software for signal analysis (e.g. SDR#, SDR++, SDRangel) can be directly copied. Below some examples. Note that these settings are not selecting the device used for decoding itself, this needs to be done via the -d switch (or -e/s/r/z). If a device is not connected or used for decoding any specific settings are simply ignored.
Gain and other settings specific to the RTL SDR can be set on the command line with the -gr switch. For example, the following command sets the tuner gain to +33.3 and switches the RTL AGC on:
AIS-catcher -gr tuner 33.3 rtlagc ONSettings are not case-sensitive.
Gain settings specific for the AirSpy HF+ can be set on the command line with the -gh switch. The following command switches off the preamp:
AIS-catcher -gh preamp OFFPlease note that only AGC mode is supported so there are limited options.
The AirSpy Mini/R2 requires careful gain configuration as described here. As outlined in that reference there are three different gain modes: linearity, sensitivity and so-called free. These can be set via the -gmswitch when using the AirSpy. We can activate 'linearity' mode with gain 10using the following AIS-catcher command line:
AIS-catcher -gm linearity 10Finally, gains at different stages can be set as follows:
AIS-catcher -gm lna AUTO vga 12 mixer 12More guidance on setting the gain model and levels can be obtained in the mentioned link.
Settings specific for the SDRPlay can be set on the command line with the -gs switch, e.g.:
AIS-catcher -gs lnastate 5Settings specific for reading NMEA lines from a serial port can all be set with the e switch fow now, e.g. on Linux:
AIS-catcher -e 368400 /dev/serial1To dump the raw input from the serial device on-screen use -ge print on`.
Settings specific for the HackRF can be set on the command line with the -gf switch, e.g.:
AIS-catcher -gf lna 16 vga 16 preamp OFFAIS-catcher can process the data from a rtl_tcp process running remotely, e.g. if the server is on 192.168.1.235 port 1234 with a sampling rate of 240K samples/sec:
AIS-catcher -t 192.168.1.235 1234 -gt TUNER autoFor SpyServer use the -y switch like:
AIS-catcher -y 192.168.1.235 5555 -gy GAIN 14In general we recommend to use the built-in drivers for supported SDR devices. However, AIS-catcher also supports a wide variety of other devices via the SoapySDR library which is an independent SDR support library. SoapySDR is not included by default in the standard build. To enable SoapySDR support follow the build instructions below but replace the cmake call with:
cmake .. -DSOAPYSDR=ONThe result is that AIS-catcher adds a few additional "devices" to the device list (-l): a generic SoapySDR device and one device for each receiving channel for each device, e.g. with one RTL-SDR dongle connected this would look like:
Found 3 device(s):
0: Realtek, RTL2838UHIDIR, SN: 00000001
1: SOAPYSDR, 1 device(s), SN: SOAPYSDR
2: SOAPYSDR, driver=rtlsdr,serial=00000001, SN: SCH0-00000001
To start streaming via Soapy we can use:
AIS-catcher -d SCH0-00000001Note that the serial number has a prefix of SCH0 (short for SoapySDR Channel 0) to distinguish it from the device accessed via the native SDR library. Alternatively, we can use a device-string to select the device:
AIS-catcher -d SOAPYSDR -gu device "serial=00000001,driver=rtlsdr" -s 1536KStream arguments and gain arguments can be set similarly via -gu STREAM and -gu GAIN followed by an argument string (if it contains spaces use ""). Please note that SoapySDR does not signal if the input parameters for the device are not set properly. We therefore added the -gu PROBE on switch which displays the actual settings used, e.g.
AIS-catcher -d SOAPYSDR -s 1536K -gu GAIN "TUNER=37.3" PROBE on SETTINGS "biastee=true"To complete the example, this command also sets the tuner gain for the RTL-SDR to 37.3 and switches on the bias-tee via the SETTING command giving access to the device's extra settings.
If the sample rates for a device are not supported by AIS-catcher, the SOXR functionality could be considered (e.g. -go SOXR on). Again, we advise to use the built-in drivers and include resampling functionality where possible.
Experiment at the Meteotoren in Scheveningen
On August 25, 2022 I was given the opportunity to connect AIS-catcher for a few minutes to the antenna system at the Meteotoren which has a consistently high message rate and availability on MarineTraffic.
We ran AIS-catcher on a laptop for 60 seconds and counted the number of messages for two RTL-SDR dongles (-gr rtlagc on -T 60 -v 60):
| SDR | Run 1 | Run 2 |
|---|---|---|
| RTL-SDR blog v3 | 1061 | 1255 |
| ShipXplorer AIS dongle | 1372 | 1315 |
The ShipXplorer AIS dongle, as far as I can see, is an RTL-SDR with an additional SAW filter (TA0395A). The two sets of runs suggest some advantages of using a dongle with a filter. For reference, the AIS-catcher default decoder showed roughly a 30% improvement over an FM-based decoder in message count. An important factor of the high message rate at the Meteotoren though seems to stem from the location and the installed Yagi antenna. An experiment where we reran with a standard antenna placed at a slightly lower height reduced the message count to below 800 messages per second.
Meteotoren feeds MarineTraffic with a Comar SLR350NI. According to the MarineTraffic statistics the message count just prior and just after the experiment was in the area of 1350 messages/minute. We did not observe a difference in range with the MarineTraffic statistics to conclude (see pictures - left is AIS-catcher reception for a few minutes visualized with AISdispatcher, right is a screenshot from MarineTraffic). These initial results are promising and it would be interesting to compare, in a more scientific manner, how open-source decoders with a generic RTL-SDR and dedicated AIS receiver hardware compare. Thank you Meteotoren for facilitating!
The functionality to receive radio input from rtl_tcp provides a route to compare different receiver packages on a deterministic input from a file. I have tweaked the callback function in rtl_tcp so that it instead sends over input from a file to an AIS receiver like AIS-catcher and AISrec. The same trick can be easily done for rtl-ais. The sampling rate of the input file was converted using sox to 240K samples/second for rtl-tcp and 1.6M samples/second for rtl-ais.
These programs, and others like gnuais have been the pioneers in the field of open-source AIS decoding and without them many related programs including this one would arguably not exist.
The output of the various receivers was sent via UDP to AISdispatcher which removes any duplicates and counts messages. The results in terms of number of messages/distinct vessels:
| File | AIS-catcher v0.35 | AIS-catcher v0.33 | rtl-ais | AISrec 2.208 (trial - super fast) | AISrec 2.208 (pro - slow2) | AISrec 2.301 (pro - slow2) | Source |
|---|---|---|---|---|---|---|---|
| Scheveningen | 44/37 | 43/37 | 17/16 | 30/27 | 37/31 | 39/33 | recorded @ 1536K with rtl-sdr (auto gain) |
| Moscow | 213/35 | 210/32 | 146/27 | 195/31 | 183/34 | 198/35 | shared by user @ 1920K in discussion |
| Vlieland | 93/54 | 93/53 | 51/31 | 72/44 | 80/52 | 82/50 | recorded @ 1536K with rtl-sdr (auto gain) |
| Posterholt | 39/22 | 39/22 | 2/2 | 13/12 | 31/21 | 31/20 | recorded @ 1536K with rtl-sdr (auto gain) |
Update 1: AISrec had a version update of 2.208 (October 23, 2021) with improved stability and reception quality and the table above has been updated to include the results from this recent version.
Update 2: Feverlaysoft has kindly provided me with a license for version 2.208 of AISrec allowing access to additional decoding models. Some experimentation suggests that "Slow2" works best for these particular examples and has been included in the above overview.
Update 3: AISrec had a version update to 2.301 (April 17, 2022) with reduced runtime and the table above has been updated to include the results from this recent version.
A list of some stations mentioning using AIS-catcher:
- A caruna, Spain
- Asendorf, Germany
- Blackfield 01, UK
- Boston, US
- Chaos Consulting, Germany
- Edinburgh, UK
- Haiphong, Vietnam
- La Linea de la Concepcion, Spain
- Naha, Okinawa
- Oranjeplaat Arnemuiden, NL
- Pickwick Landing, USA
- SeaRange AIS receiver
- Seattle Capitol Hill, US
- Troguarat, France
- Tyres, Sweden
- Vancouver North, Canada with hardware description here.
- Vancouver West End, Canada
- Vasa, Finland
- Vernouillet, France
- Vlissingen, NL
AIS-catcher connected to a commercial AIS receiver via serial port:
Links to fully built Windows binaries of recent releases are provided in the below table, with and without SDRPlay support (which requires a running SDRPlay API).
Running AIS-catcher should be a simple matter of unpacking the ZIP file in one directory and starting the executable on the command line with the required parameters or by clicking start.bat which you can edit with Notepad to set desired parameters.
It will likely run out of the box in case you have already RTL-SDR software running on your PC. In case you encounter an issue or crash, you might want to check:
- installation of RTL-SDR drivers is done via Zadig
- installation of the Visual Studio runtime libraries.
Recent releases:
| Version | Win32 | x64 | Win32 + SDRPlay | x64 + SDRPlay |
|---|---|---|---|---|
| Edge | ZIP | ZIP | ZIP | ZIP |
| v0.59 | ZIP | ZIP | ZIP | ZIP |
| v0.58 | ZIP | ZIP | ZIP | ZIP |
| v0.57 | ZIP | ZIP | ZIP | ZIP |
| v0.56 | ZIP | ZIP | ZIP | ZIP |
| v0.55 | ZIP | ZIP | ZIP | ZIP |
| v0.54 | ZIP | ZIP | ZIP | ZIP |
| v0.53 | ZIP | ZIP | ZIP | ZIP |
| v0.52 | ZIP | ZIP | ZIP | ZIP |
| v0.51 | ZIP | ZIP | ZIP | ZIP |
| v0.50 | ZIP | ZIP | ZIP | ZIP |
| v0.49 | ZIP | ZIP | ZIP | ZIP |
| v0.48 | ZIP | ZIP | ZIP | ZIP |
| v0.47 | ZIP | ZIP | ZIP | ZIP |
| v0.46 | ZIP | ZIP | ZIP | ZIP |
| v0.45 | ZIP | ZIP | ZIP | ZIP |
| v0.44 | ZIP | ZIP | ZIP | ZIP |
| v0.41 | ZIP | ZIP | ZIP | ZIP |
| v0.40 | ZIP | ZIP | ZIP | ZIP |
| v0.39 | ZIP | ZIP | ZIP | ZIP |
| v0.38 | ZIP | ZIP | ZIP | ZIP |
| v0.37 | ZIP | ZIP | ZIP | ZIP |
| v0.36 | ZIP | ZIP |
If you are looking for a Windows version for the latest development version, it is automatically produced by the standard workflow and referenced in the table above.
The steps to compile AIS-catcher for RTL-SDR dongles are fairly straightforward on most systems. There are various options including a standard Makefile, a solution file for MSVC (see next section) and you can use cmake, as we will detail now.
The first step is to ensure you have the necessary dependencies and build tools installed for your device(s). For example, the following installs the minimum build tools for Ubuntu and Raspberry Pi:
sudo apt-get update
sudo apt-get upgrade
sudo apt-get install git make gcc g++ cmake pkg-config -yFor MACos with brew installed:
brew update
brew upgrade
brew install git make gcc cmake pkg-configAIS-catcher requires libraries for the particular hardware you want to use. The following table summarizes the installation instructions for all supported hardware:
| System | Linux/Raspberry | macOS | MSVC/vcpkg | MSVC/PothosSDR |
|---|---|---|---|---|
| Command | sudo apt install ... | brew install ... | vcpkg install ... | Download |
| RTL-SDR | librtlsdr-dev | librtlsdr | rtlsdr rtlsdr:x64-windows | included |
| Airspy | libairspy-dev | airspy | - | included |
| Airspy HF+ | libairspyhf-dev | airspyhf | - | included |
| HackRF | libhackrf-dev | hackrf | - | included |
| SDRplay 1A | API 3.x | - | API 3.x | API 3.x |
| SoapySDR | libsoapysdr-dev | X | ||
| ZeroMQ | libzmq3-dev | zeromq | ZeroMQ ZeroMQ:x64-windows | included |
| HTTP secure | libssl-dev | openssl openssl:x64-windows | X | |
| ZIP | zlib1g-dev | zlib zlib:x64-windows | X |
Once the dependencies are in place, the process of installing AIS-catcher on Linux-based systems becomes:
git clone https://github.com/jvde-github/AIS-catcher.git
cd AIS-catcher
mkdir build
cd build
cmake ..
make
sudo make installFor the SDRPlay the software needs to be downloaded and installed from the website of the manufacturer. Once installed, the AIS-catcher build process automatically includes it in the build if available.
Github user abcd567a has developed a nice script and manual to automatically build AIS-catcher and set it up as a background service. I tested it on Ubuntu and advice to first systematically identify the optimal settings as described above starting with -s 1536K -gr tuner auto rtlagc on -a 192K. It is paramount that the settings are edited:
sudo nano /usr/share/aiscatcher/aiscatcher.conf
For ArchLinux consult the following link from the same author.
The Android version of AIS-catcher has been recently overhauled and can be found here.
Ensure that you have vcpkg installed and integrated into Visual Studio via vcpkg integrate install (as Administrator). Then install the rtl-sdr drivers as follows:
vcpkg install rtlsdr rtlsdr:x64-windows ZeroMQ ZeroMQ:x64-windows soxr soxr:x64-windows
The included solution file in the mscv directory allows you to build AIS-catcher with RTL-SDR/ZMQ support in the Visual Studio IDE.
Pre-built container images containing AIS-catcher are available from the GitHub Container Registry. Available container tags are documented on the package's page, with latest (the latest release) and edge (the bleeding edge of the main branch) being the two main ones.
The following docker run command provides an example of the usage of this container image, running the latest release of AIS-catcher interactively:
docker run --rm -it --pull always --device /dev/bus/usb ghcr.io/jvde-github/ais-catcher:latest <ais-catcher command line options>Alternatively, the following docker-compose.yml configuration provides a good starting point should you wish to use Docker Compose:
services:
ais-catcher:
command: <ais-catcher command line options> (e.g. -N 8100)
container_name: ais-catcher
ports:
- 8100:8100 <don't forget to passthrough ports for the webclient>
devices:
- "/dev/bus/usb:/dev/bus/usb"
image: ghcr.io/jvde-github/ais-catcher:latest
restart: alwaysPlease note that the SDRplay devices are currently not supported in the Docker images.
To pull the latest docker image (e.g. to create or refresh to the latest version) without running:
docker pull ghcr.io/jvde-github/ais-catcher:edgeTo start AIS-catcher, you can then use:
docker run --device /dev/bus/usb --rm -it ghcr.io/jvde-github/ais-catcher:edgeNotice that if you want to run the webviewer (-N 8100) you need to make that available on the host system with (-p 8100:8100). To send UDP data to OpenCPN running on the host computer, you can try to find the bridge network address (sudo docker network inspect bridge as per tutorials and use this as UDP destination address (e.g. -u 172.17.0.1 5077). Alternatively you could use --network host although less desirable. Please consult the Docker documentation.
An excellent Docker set-up is the docker-shipfeeder that provides a user friendly way to feed various aggregators with excellent documentation and user support by the sdrenthusiasts community.
AIS-catcher automatically sets an appropriate sample rate depending on your device but provides the option to overwrite this default using the -s switch. For performance reasons, you can decide to use a lower rate or improve the sensitivity by picking a higher rate than the default. The decoding model supports most sample rates above 96K but will internally upsample a signal, if needed, to one of the following rates:
96K, 192K, 288K, 384K, 768K, 1536K, 3072K, 6144K, 12288K
There is no efficiency advantage of using other rates than in this list apart from limiting the bandwidth and data throughput. Ideally, consider using an option from the list as it avoids upsampling (and additional noise) but it is not required and the model works well with other sampling rates.
In recent versions of AIS-catcher you can use the SOXR or libsamplerate (SRC) library for downsampling. In fact, you can compare the four different downsampling approaches with a command like:
AIS-catcher -r posterholt.raw -m 2 -m 2 -go FP_DS on -m 2 -go SOXR on -m 2 -go SRC on -b -q -vwhich produces:
[AIS engine v0.35 ]: 41 msgs at 4.1 msg/s
[AIS engine v0.35 FP-DS ]: 41 msgs at 4.1 msg/s
[AIS engine v0.35 SOXR ]: 41 msgs at 4.1 msg/s
[AIS engine v0.35 SRC]: 41 msgs at 4.1 msg/s
with the following timings:
[AIS engine v0.35 ]: 320.624 ms
[AIS engine v0.35 FP-DS ]: 254.341 ms
[AIS engine v0.35 SOXR ]: 653.716 ms
[AIS engine v0.35 SRC]: 3762.6 ms
Some libraries will require significant hardware resources. The advice is to use the native built-in downsampling functionality but it is fun to experiment.
The default downsampler uses a simple but efficient CIC5 filter. To mitigate some of the drawbacks of this method, version 0.39 onwards uses by default a simple droop compensator in the form of a fast 3 tap filter which can be switched off with the switch -go DROOP off.
The following results are from my home station running for a few hours with the various methods running in parallel and counting the number of messages:
| Downsampler | RTL-SDR @ 1536K | AirSpy HF+ @ 192K | SDRPlay RSPdx @ 3072K |
|---|---|---|---|
-go DROOP off |
94219 | 16022 | 16530 |
-go DROOP on (default) |
98176 (+4.20%) | 16265 (+1.52%) | 17190 (+3.99%) |
-go SOXR on (SOX downsampling) |
97652 (+3.64%) | 16209 (+1.17%) | 17049 (+3.14%) |
For reference, the command line instruction to test is:
AIS-catcher -v 10 -gr rtlagc on -m 2 -go droop off -m 2 -m 2 -go soxr onPlease note that the runs are performed on different days over different time spans so this does not represent a comparison of devices but you can compare within a column.
AIS-catcher tunes in on a frequency of 162 MHz. However, due to deviations in the internal oscillator of RTL-SDR devices, the actual frequency can be slightly off which will result in no or poor reception of AIS signals. It is therefore important to provide the program with the necessary correction in parts-per-million (ppm) to offset this deviation where needed. For most of our testing, we have used the RTL-SDR v3 dongle where in principle no frequency correction is needed as deviations are guaranteed to be small. For optimal reception though ensure you determine the necessary correction, e.g. see and provide this as input via the -p switch on the command line.
If you are using a cheap RTL-SDR dongle that suffers from thermal drift (i.e. the required PPM correction drifts when the dongle is getting warmer), you can use the option -go AFC_WIDE on (which is the default model in recent releases). This is a relatively new model (per v0.48) that is less sensitive to frequency drift. You can switch off this model using the switch `-go AFC_WIDE off'. Running the new model setting and the previous default yields results that are more stable for frequency drift.
The Web Viewer include plots of what is called the frequency shift. The frequency shift is the frequency correction from the central frequencies that AIS-catcher has used to decode the signal. This value is related to the frequency offset of the RTL-SDR dongle as discussed above but also depends on the deviations in the equipment of the sender. The number is in ppm (parts-per-million, so 1ppm ~ 162 Hz) and in some tables and in screen output the quanity is refered to as ppm. Long-running averages can be used to determine the optimal ppm correction for the receiver setup. These deviations can be corrected with -p. Deviations between -3 and +3 will usually not impact reception quality so for modern dongles with frequency stabilization no action is required.
On some laptops we observed that Windows was struggling with the high volume of data transferred from the RTL SDR dongle to the PC. I am not sure why (likely some driver issue as Ubuntu on the same machine worked fine) but it is worthwhile to check if your system supports transferring from the dongle at a sampling rate of 1.536 MHz with the following command which is part of the osmocom rtl-sdr package:
rtl_test -s 1536000In case you observe a high number of lost data, the advice is to run AIS-catcher at a lower sampling rate for RTL SDR dongles:
AIS-catcher -s 288000If your system allows for it you might opt to run AIS-catcher at a sample rate of 2304000.
- call of
rtlsdr_closeon Windows can result in a crash. This is a problem with the rtlsdr library and not AIS-catcher. Solution: ensure you have the latest version of the library with this patch rtlsdr. For the shared Windows binaries I have included this version of the library in which I did a proper patch to fix this issue (essentially ensuring all usb transfers have been closed before freeing memory. - pkg-config on Raspberry Pi returns
-Las library path which results in a build error. Temporarily fixed by assuming lib is in standard location, long term fix: switch to cmake - ...
- Add Database configuration to the JSON config file
- Testing: assess the gap with commercial equipment (partially done at Meteotoren)
- Improve decoder
- Support NMEA tag blocks for timestamp
- Channel AB+CD for devices with high sample rates like the Airspy
- Offline map support
- Input of NMEA via TCP
- MTQQ support
- Feedback advanced analytics via aiscatcher.org and shipcatcher.com
- ....