A neural network built to mirror an oversampled polyphase filter bank multiplexes multiple IoT signals into one wideband stream, learning its filter coefficients by training and reaching about -39 dB NMSE with GPU-accelerated execution.
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Efficient and Distortion-less Spectrum Multiplexer via Neural Network-based Filter Banks
A neural network built to mirror an oversampled polyphase filter bank multiplexes multiple IoT signals into one wideband stream, learning its filter coefficients by training and reaching about -39 dB NMSE with GPU-accelerated execution.