Deep chaos synchronization

M Mobini, G Kaddoum - IEEE Open Journal of the …, 2020 - ieeexplore.ieee.org
In this study, we address the problem of chaotic synchronization over a noisy channel by
introducing a novel Deep Chaos Synchronization (DCS) system using a Convolutional …

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 …

On the chaos synchronization in CBSC systems over realistic wireless channels

W Al-Hussaibi, J Alsmael… - 2019 16th International …, 2019 - ieeexplore.ieee.org
Chaos-based secure communication (CBSC) is a promising cost effective solution for
diverse wireless applications. However, chaos synchronization between transmit and …

[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 …

Chaotic synchronization through coupling strategies

S Guan, K Li, CH Lai - Chaos: An Interdisciplinary Journal of Nonlinear …, 2006 - pubs.aip.org
Usually, complete synchronization (CS) is regarded as the form of synchronization proper of
identical chaotic systems, while generalized synchronization (GS) extends CS in …

Filtering effects on the synchronization and error performance of promising wireless chaos-based secure communications

WA Al-Hussaibi - Wireless Networks, 2015 - Springer
Synchronization is one of the most challenging topics involved in the development of
promising chaos-based secure communication (CBSC) for wireless applications due its …

[HTML][HTML] Synchronization of Analog-Discrete Chaotic Systems for Wireless Sensor Network Design

R Babajans, D Cirjulina, F Capligins, D Kolosovs… - Applied Sciences, 2024 - mdpi.com
The current work is focused on studying the performance of the Pecora–Carroll
synchronization technique to achieve synchronization between the analog and discrete …

[HTML][HTML] Complex modified projective difference function synchronization of coupled complex Chaotic systems for secure communication in WSNs

F Zhang, R Gao, Z Huang, C Jiang, Y Chen, H Zhang - Mathematics, 2022 - mdpi.com
Complex-variable chaotic systems (CVCSs) have numerous advantages over real-variable
chaotic systems in chaos communication due to their increased unpredictability …

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 …