Artificial intelligence enhances the performance of chaotic baseband wireless communication

HP Ren, HP Yin, HE Zhao, C Bai… - IET …, 2021 - Wiley Online Library
It was reported recently that chaos properties could be used to relieve inter‐symbol
interference caused by multipath propagation in chaos‐based wireless communication …

Performance improvement of chaotic baseband wireless communication using echo state network

HP Ren, HP Yin, C Bai, JL Yao - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The inter-symbol interference (ISI) caused by multipath propagation in wireless channel is
one of the main reasons for high bit error rate (BER) in wireless communication system …

Radio-wave communication with chaos

C Bai, HP Ren, WY Zheng, C Grebogi - IEEE Access, 2020 - ieeexplore.ieee.org
Chaotic signals require very wide bandwidth to be transmitted in a practical channel, which
is difficult for the practical transducer or antenna to convert such a broadband signal. To …

Deep-Learning-based Channel Estimation for Chaotic Wireless Communication

HP Yin, XH Zhao, JL Yao… - IEEE Wireless …, 2023 - ieeexplore.ieee.org
A deep-learning-based channel estimation method for chaotic wireless communication is
proposed in this letter, which is based on a deep neural network (DNN) pre-trained by the …

Design of a Chaotic Communication System Based on Deep Learning with Two-Dimensional Reshaping

L He, R Lai, S Shao, Z Li - IEEE Transactions on Vehicular …, 2024 - ieeexplore.ieee.org
The chaotic communication system can be applied to enhance the security of
communication between vehicles by utilizing the randomness of chaotic signals. In the …

Direct symbol decoding using GA-SVM in chaotic baseband wireless communication system

HP Yin, HP Ren - Journal of the Franklin Institute, 2021 - Elsevier
To retrieve the information from the serious distorted received signal is the key challenge of
communication signal processing. The chaotic baseband communication promises …

Chaos-based wireless communication resisting multipath effects

JL Yao, C Li, HP Ren, C Grebogi - Physical Review E, 2017 - APS
In additive white Gaussian noise channel, chaos has been shown to be the optimal coherent
communication waveform in the sense of using a very simple matched filter to maximize the …

Autocorrelation invariance property of chaos for wireless communication

HP Yin, HP Ren, C Grebogi - arXiv preprint arXiv:2204.08287, 2022 - arxiv.org
A new feature of the chaotic signal generated by chaotic shape-forming filter (CSF) is
uncovered in this work. We find that, the autocorrelation function (ACF) of the transmitting …

[HTML][HTML] Echo state network based symbol detection in chaotic baseband wireless communication

H Yin, C Bai, H Ren - Digital Communications and Networks, 2022 - Elsevier
Abstract The Chaotic Baseband Wireless Communication System (CBWCS) is expected to
eliminate the Inter-Symbol Interference (ISI) caused by multipath propagation by using the …

Experimental wireless communication using chaotic baseband waveform

JL Yao, YZ Sun, HP Ren… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Some new properties of the chaotic signal have been implemented in communication
system applications recently, which include the following. First, chaos is proven to be the …