A CNN-MPSK Demodulation Architecture with Ultra-Light Weight and Low-Complexity for Communications
B Wang, Z Lin, X Zhang - Symmetry, 2022 - mdpi.com
Modulation is an indispensable component in modern communication systems and multiple
phase shift keying (MPSK) is widely studied to improve the spectral efficiency. It is of great …
phase shift keying (MPSK) is widely studied to improve the spectral efficiency. It is of great …
[PDF][PDF] A CNN-MPSK Demodulation Architecture with Ultra-Light Weight and Low-Complexity for Communications. Symmetry 2022, 14, 873
B Wang, Z Lin, X Zhang - … and Applications of Modern Wireless Networks …, 2022 - mdpi.com
Modulation is an indispensable component in modern communication systems and multiple
phase shift keying (MPSK) is widely studied to improve the spectral efficiency. It is of great …
phase shift keying (MPSK) is widely studied to improve the spectral efficiency. It is of great …
Editorial of Special Issue “Optimization and Applications of Modern Wireless Networks and Symmetry”
P Chen, L Shi, Y Fang - Symmetry, 2022 - mdpi.com
Due to the future demands of IoT/5G communications, channel coding techniques are widely
used in modern wireless communications to enhance reliability and spectral efficiency. In …
used in modern wireless communications to enhance reliability and spectral efficiency. In …
Enhanced efficiency BPSK demodulator based on one-dimensional convolutional neural network
M Zhang, Z Liu, L Li, H Wang - IEEE Access, 2018 - ieeexplore.ieee.org
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 …
neural network (1-D CNN) is proposed. The utilization of neural networks to detect the …
Classification of qpsk signals with different phase noise levels using deep learning
Spectrum awareness allows the understanding of the wireless systems environment and it
gives engineers and designers better control in systems design and analysis. Phase noise is …
gives engineers and designers better control in systems design and analysis. Phase noise is …
FPGA implementation of a BPSK 1D-CNN demodulator
Y Liu, Y Shen, L Li, H Wang - Applied Sciences, 2018 - mdpi.com
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 …
dimensional convolution neural network (1D-CNN) demodulator for binary phase shift …
M-ary Phase Position Shift Keying Demodulation Using Stacked Denoising Sparse Autoencoders
C Lu, P Chen, H Zhong, M Wang - Electronics, 2022 - mdpi.com
A deep-learning based detector for M-ary phase position shift keying (MPPSK) systems is
proposed in this paper. The major components of this detector include a special impact filter …
proposed in this paper. The major components of this detector include a special impact filter …
End-to-end PSK signals demodulation using convolutional neural network
WJ Chen, J Wang, JQ Li - IEEE Access, 2022 - ieeexplore.ieee.org
Demodulation techniques are of central importance for achieving intelligent receiving.
Improvement in demodulation performance enhances the overall performance of a …
Improvement in demodulation performance enhances the overall performance of a …
[图书][B] Multiamplitude continuous phase modulation with convolutional coding
MG Mulligan - 1988 - search.proquest.com
Minimum shift keying (MSK) and its more general form, continuous phase modulation
(CPM), are modulation techniques which have attracted the attention of many researchers …
(CPM), are modulation techniques which have attracted the attention of many researchers …
A linear decision feedback detector for SOQPSK
The pulse amplitude modulation (PAM) decomposition of continuous phase modulation
(CPM) signals has been recently revamped to give another view of ternary shaped offset …
(CPM) signals has been recently revamped to give another view of ternary shaped offset …