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channel-equalization

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isla-may / AI-Channel-Equalisation

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This project was undertaken as part of my Bachelors degree. My chosen subject area integrates the disciplines of both electronics engineering and computer science by using artificial intelligence to remove noise and distortion from telecommunications systems. This project is developed entirely in MATLAB.

machine-learning ai cnn artificial-intelligence lstm telecommunications channel-estimation channel-equalization
  • Updated Dec 10, 2023
  • MATLAB

RoshXplore / adaptive-rnn-channel-equalizer-on-fpga

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GRU-based neural network equalizer in Verilog with FPGA deployment, RTL simulation, and on-chip BPTT training for adaptive communication channel equalization.

machine-learning fpga neural-network signal-processing gru rnn hardware-acceleration verilog-hdl digital-design qpsk quartus communication-systems de10-lite intel-fpga rnn-gru channel-equalization optical-communications rtl-design bptt
  • Updated May 19, 2026
  • Verilog

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