Advised by Prof. Jungmin So - spring '23
-
Updated
Sep 15, 2024 - Python
Advised by Prof. Jungmin So - spring '23
Using CNNs to correct distortion in modulation recognition
Simulation code for the paper "Energy-efficient outage-constrained power allocation based on statistical channel knowledge for dual-hop cognitive relay networks"
Malware Detection for Cognitive Radio Networks
Simulation code for the paper "Genetic Algorithm Aided Transmit Power Control in Cognitive Radio Networks"
A repository intended to gather and develop stuff related to Software-Defined Radio (SDR) HW & SW platforms, testbeds, Open Source and Standards working groups, Cognitive Radio (CR), SW Defined Wireless Networks (SDWN), Cognitive Spectrum Access (CSA), 3G, 4G, LTE, 5G, Space Communications, Alternatives to commercial implementations, etc
This is the Matlab code for the paper "Denoising Higher-Order Moments for Blind Digital Modulation Identification in Multiple-Antenna Systems" published in the IEEE Wireless Communications Letters.
Simulation code for "Achievable Rate Maximization for Underlay Spectrum Sharing MIMO System with Intelligent Reflecting Surface," by V. Kumar, M. F. Flanagan, R. Zhang, and L. -N. Tran, IEEE Wireless Communications Letters, 2022, doi: 10.1109/LWC.2022.3180988.
In this repository, we deal with developing an energy detector and a detector based on cyclostationarity for an OFDM based cognitive radio system and implementing and evaluating the performance of these detectors.
Using signal processing based features to train and validate machine-learning algorithms to improve spectrum sensing and related problems in cognitive radios.
Spectrum sensing in cognitive radios leveraging machine learning models
Tensorflow Implementation and result of Auto-encoder Based Communication System From Research Paper : "An Introduction to Deep Learning for the Physical Layer" http://ieeexplore.ieee.org/document/8054694/
Radio Frequency Machine Learning with PyTorch
🔬 Research Framework for Single and Multi-Players 🎰 Multi-Arms Bandits (MAB) Algorithms, implementing all the state-of-the-art algorithms for single-player (UCB, KL-UCB, Thompson...) and multi-player (MusicalChair, MEGA, rhoRand, MCTop/RandTopM etc).. Available on PyPI: https://pypi.org/project/SMPyBandits/ and documentation on
Add a description, image, and links to the cognitive-radio topic page so that developers can more easily learn about it.
To associate your repository with the cognitive-radio topic, visit your repo's landing page and select "manage topics."