基于类刘混沌同步系统的多频微弱信号检测及其硬件电路实现

IF 2.2 3区 工程技术 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
Shaohui Yan, Zihao Guo, Jincai Song
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引用次数: 0

摘要

考虑到传统混沌系统在弱信号检测方法中存在阈值灵敏度要求高、检测频域窄等缺点。本研究提出了一种新型三维混沌同步系统,并利用平衡点、相位图、Lyapunov 指数谱和分岔图详尽描述了该系统的动力学特性。这种方法涉及通过混沌同步控制进行弱信号检测。通过分析在强噪声背景下引入微弱信号后的同步误差,使用反步进同步方法对混沌系统进行同步,从而检测微弱信号。混沌系统由硬件电路实现,并通过电路仿真软件从电路的角度对混沌同步控制和弱信号检测进行仿真。此外,还通过大量仿真实验测试了系统能够检测微弱信号的频率范围。最后,还进行了多频率信号检测实验。实验结果表明,该系统能准确检测微弱信号的频率,解决了窄带检测的局限性,并能实现多频信号检测。同时,本文提出的电路结构简单,具有一定的工程应用价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multi-frequency weak signal detection based on Liu-like chaotic synchronization system and its hardware circuit implementation
Considering the shortcomings of traditional chaotic systems in weak signal detection methods, such as the high threshold sensitivity requirement and the narrow detection frequency domain. This study proposes a novel three-dimensional chaotic synchronization system, and the dynamical of the system are exhaustively characterized using equilibrium points, phase diagrams, Lyapunov exponential spectra, and bifurcation diagrams. This method involves weak signal detection by means of chaotic synchronization control. Synchronization of a chaotic system using a backstepping synchronization method is used to detect weak signals by analyzing the synchronization error after the introduction of weak signals in a strong noise background. The chaotic system is implemented by hardware circuits, and the simulation of chaotic synchronization control and detection of weak signals from the perspective of circuits is carried out by circuit simulation software. Additionally, the frequency range within which the system is capable of weak signal detection is tested through extensive simulation experiments. Finally, multi-frequency signals detection experiments are performed. The experimental results demonstrate that the system can accurately detect the frequency of weak signals address the limitations of narrow-band detection and multi-frequency signal detection is possible. Meanwhile, the circuit structure proposed in this paper is simple and has some value for engineering applications.
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来源期刊
Integration-The Vlsi Journal
Integration-The Vlsi Journal 工程技术-工程:电子与电气
CiteScore
3.80
自引率
5.30%
发文量
107
审稿时长
6 months
期刊介绍: Integration''s aim is to cover every aspect of the VLSI area, with an emphasis on cross-fertilization between various fields of science, and the design, verification, test and applications of integrated circuits and systems, as well as closely related topics in process and device technologies. Individual issues will feature peer-reviewed tutorials and articles as well as reviews of recent publications. The intended coverage of the journal can be assessed by examining the following (non-exclusive) list of topics: Specification methods and languages; Analog/Digital Integrated Circuits and Systems; VLSI architectures; Algorithms, methods and tools for modeling, simulation, synthesis and verification of integrated circuits and systems of any complexity; Embedded systems; High-level synthesis for VLSI systems; Logic synthesis and finite automata; Testing, design-for-test and test generation algorithms; Physical design; Formal verification; Algorithms implemented in VLSI systems; Systems engineering; Heterogeneous systems.
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