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TanFuRen's Projects

ads-b icon ads-b

Open design for a hardware and software 978MHz ADS-B receiver. Capable of decoding FIS-B weather, text, and NEXRAD data.

ble-distance-estimation icon ble-distance-estimation

Distance estimation scheme with Bluetooth Low Energy beacons based on RSSI measurements using Kalman filter

darknet icon darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

fhss icon fhss

Frequency Hopping Spread Spectrum Project

fhss-hopping-estimation icon fhss-hopping-estimation

[1] Build a radio signal data set suitable for deep learning based on Gnuradio and HackRF-one. It can generate FSK,QPSK,FM,AM and other modulation modes and corresponding signal data of different frequency hopping period, frequency hopping rate and frequency hopping length. [2] Frequency hopping point estimation method based on RNN or other deep networks.

fhss-reinforcement-learning icon fhss-reinforcement-learning

AI Final Project. Reinforcement learning was used to learn the best transmission circuits during a FHSS radio broadcast.

gp-slam icon gp-slam

Gaussian Process Simultaneous localization and mapping

gr-adsb icon gr-adsb

GNU Radio OOT module for demodulating and decoding ADS-B packets

indoor-localization icon indoor-localization

Indoor localization analysis to find accuracy, error, plot cdf vs error for both FM and WiFi RSSI

indoor_wifi_localization icon indoor_wifi_localization

Course project: RSSI fingerprint based indoor wifi localization. Practice on Network Programming, Peking Univerisity

ion2017_nn_jammers icon ion2017_nn_jammers

"Simultaneous Localization of Multiple GNSS Interference Sources via Neural Networks" - ION GNSS+ 2017

l1ae icon l1ae

Code for our paper "Learning a compressed sensing measurement matrix via gradient unrolling".

liquid-dsp icon liquid-dsp

digital signal processing library for software-defined radios

ofdm_im icon ofdm_im

OFDM with Index Modulation (OFDM-IM) with various detection types and imperfect CSI

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