Enhanced Efficiency BPSK Demodulator Based on One-Dimensional Convolutional Neural Network

Min Zhang
Min Zhang
Zongyan Liu
Zongyan Liu
Li Li
Li Li

IEEE Access, Volume 6, 2018, Pages 26939-26948.

Cited by: 2|Bibtex|Views11|Links
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Abstract:

In this paper, a novel binary phase shift keying demodulator based on 1-D convolutional neural network (1-D CNN) is proposed. The utilization of neural networks to detect the locations of phase shifts in the modulated data distinguishes the proposed scheme from other neural network demodulators, which decide the symbols corresponding to t...More

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