FPGA Implementation of a BPSK 1D-CNN Demodulator

FPGA Implementation of a BPSK 1D-CNN Demodulator

In this paper, we propose a field programmable gate array (FPGA) implementation of a one-dimensional convolution neural network (1D-CNN) demodulator for binary phase shift keying (BPSK). The 1D-CNN demodulator includes two 1D-CNNs and a decision module. Discrete time series of BPSK signals are impor...

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Bibliographic Details
Main Authors: Yan Liu, Yue Shen, Li Li, Hai Wang
Format: Article
Language:English
Published: MDPI AG 2018-03-01
Series:Applied Sciences
Subjects:
BPSK
digital demodulation
neural networks
FPGA
Online Access:http://www.mdpi.com/2076-3417/8/3/441

Internet

http://www.mdpi.com/2076-3417/8/3/441

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