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Observation gaps or momentary loss occasionally causes large, transient, unphysical fixed RTK solutions. #183

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mookerji opened this issue Jul 9, 2015 · 0 comments
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mookerji commented Jul 9, 2015

Occasionally, while tracking satellites below some elevation threshold (< 10 deg), momentary observation gaps of a single sample or more for a particular satellite will cause the RTK position solution to jump by some unphysical amount (10s kms within a few sample periods). Sometimes, the discrepancy will be several centimeters. Sometimes, this might cause IAR activity, otherwise not.

Here's an example from a test log at 2015-07-07_20-47-11 for @henryhallam 's ephemeris sanity checks (v0.18-21-gbcf1c76). Here, the SPP solution degrades, but the baseline solution totally chokes. RAIM will probably make this disappear, but this still seems like really buggy behavior.

image

The source for this image is here: https://github.com/swift-nav/investigations/blob/master/piksi/fixed2float/v0.19/v0.18-21-gbcf1c76.ipynb

And a closeup of that same time interval:

logs ------
approx_gps_time
2015-07-07 20:39:14.026341     ERROR: PRN 28 TOW mismatch: 247153960, 604795200
2015-07-07 20:39:14.242341                              INFO: IAR: updates to 1
2015-07-07 20:39:14.243341                 INFO: After projection, num_sats = 7
2015-07-07 20:39:14.941340    ERROR: PRN 28 Nav phase flip - half cycle slip...
2015-07-07 20:39:14.942340       INFO: PRN 28 subframe parity mismatch (word 2)
2015-07-07 20:39:15.241340                   INFO: Disabling channel 1 (PRN 23)
2015-07-07 20:39:15.533339            INFO: acq: PRN 18 found @ 2747 Hz, 20 SNR
2015-07-07 20:39:15.635339                              INFO: IAR: updates to 1
2015-07-07 20:39:15.636339                 INFO: After projection, num_sats = 6
Name: text, dtype: object
------

image

There are plenty more examples of this@ https://github.com/swift-nav/investigations/blob/master/piksi/fixed2float/v0.19/fixed2float_categorizations_july_5.ipynb.

See also:

/cc @fnoble @imh @henryhallam @kovach @denniszollo @cbeighley

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