[HTML][HTML] Design of a SIMO deep learning-based chaos shift keying (DLCSK) communication system

M Mobini, G Kaddoum, M Herceg - Sensors, 2022 - mdpi.com
This paper brings forward a Deep Learning (DL)-based Chaos Shift Keying (DLCSK)
demodulation scheme to promote the capabilities of existing chaos-based wireless …

Design of an M-Ary DLCSK communication system using deep transfer learning

M Mobini, M Herceg, G Kaddoum - IEEE open journal of the …, 2023 - ieeexplore.ieee.org
Conventional coherent chaos-based communication systems require synchronization of
chaotic signals, which is still practically unattainable in a noisy environment. Moreover, in …

An Intelligent Detection Based on Deep Learning for Multilevel Code Shifted Differential Chaos Shift Keying System With M-ary Modulation

H Zhang, L Zhang, J Cheng, Y Jiang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Multilevel code shifted-ary differential chaos shift keying (MCS-MDCSK) system provides
higher data rate chaotic information transmission by applying multilevel code shifting aided …

Non-coherent chaotic communications aided by RIS: A performance-enhanced approach

X Cai, C Huang, J An, W Xu, L Wang… - IEEE Communications …, 2023 - ieeexplore.ieee.org
In non-coherent chaotic communications, traditional code-index-modulation-aided
differential chaos shift keying (DCSK) schemes face limited gains in bit-error-rate (BER) …

Intelligent and reliable deep learning LSTM neural networks-based OFDM-DCSK demodulation design

L Zhang, H Zhang, Y Jiang, Z Wu - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Chaos communications have widely been applied to provide secure, and anti-jamming
transmissions by exploiting the irregular chaotic behavior. However, the real-valued chaotic …

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 …

Double-stream differential chaos shift keying communications exploiting chaotic shape forming filter and sequence mapping

C Bai, XH Zhao, HP Ren, G Kolumbán… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
A new Differential Chaos Shift Keying modulation scheme exploiting Chaotic Shape-forming
Filter and Sequence Mapping (CSF-SM-DCSK) is being proposed. The new CSF-SM-DCSK …

Towards high-data-rate noncoherent chaotic communication: A multiple-mode differential chaos shift keying system

X Cai, W Xu, L Wang, G Chen - IEEE Transactions on Wireless …, 2021 - ieeexplore.ieee.org
In this paper, we focus on designing a high-data-rate noncoherent chaotic communication
scheme to satisfy the demand of the explosive growth in data traffic. To achieve this goal, a …

Experimental phase separation differential chaos shift keying wireless communication based on matched filter

C Bai, HP Ren, C Grebogi - IEEE Access, 2019 - ieeexplore.ieee.org
New findings have been identified recently for chaos application in communication systems,
including the simplest matched filter to maximize the signal-to-noise ratio (SNR) and the …

A multilevel code-shifted differential chaos shift keying system with reference diversity

Y Lu, M Miao, L Wang, W Xu - IEEE Transactions on Circuits …, 2020 - ieeexplore.ieee.org
In this brief, a multilevel code-shifted differential chaos shift keying system with reference
diversity (MCS-DCSK-RD) is proposed. In the proposed system, the reference signal with …