A Novel Chaotic Attractor With a Line and Unstable Equilibria: Dynamics, Circuit Design, and Microcontroller-Based Sliding Mode Control

IF 2.1 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE IEEE Canadian Journal of Electrical and Computer Engineering Pub Date : 2023-07-25 DOI:10.1109/ICJECE.2023.3275281
Abdullah Gokyildirim
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Abstract

This study proposes a novel chaotic attractor with seven terms in three simple ordinary differential equations involving a line and unstable equilibria. The complex dynamical behavior of the proposed system is studied in detail by analyzing its equilibria, Lyapunov spectra, and bifurcation diagram. The feasibility and accuracy of the novel attractor are examined by constructing its analog circuit implementation. Additionally, periodic states of the system are examined in both numerical and PSpice simulations, as well as an analog circuit implementation. The hardware experimental results are highly compatible with numerical and PSpice simulations. As can be seen from the numerical simulations and hardware implementation, the presented system shows sensitive and rich dynamic behaviors in a small range of system parameters. The proposed oscillator circuit is also cost-effective, as it has only seven terms. Additionally, a sliding mode controller (SMC) is presented to control the novel attractor. The stability of the designed SMC is proven via the Lyapunov stability method. Lastly, a microcontroller-based implementation is realized, and it is seen that the experimental results are in good accordance with the simulation results. The correctness of the proposed controller is approved by theoretical analysis, numerical simulations, and experimental results.
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一种新的具有线性和不稳定平衡的混沌吸引子:动力学、电路设计和基于单片机的滑模控制
本文提出了一种新的混沌吸引子,它包含三个简单常微分方程中的七项,这些方程涉及一条线和不稳定平衡点。通过分析系统的平衡点、李雅普诺夫谱和分岔图,详细研究了该系统的复杂动力学行为。通过构造其模拟电路实现,检验了新吸引子的可行性和准确性。此外,在数值模拟和PSpice模拟以及模拟电路实现中都检查了系统的周期状态。硬件实验结果与数值模拟和PSpice模拟结果高度兼容。从数值模拟和硬件实现可以看出,所提出的系统在小范围的系统参数下表现出敏感而丰富的动态行为。所提出的振荡器电路也具有成本效益,因为它只有七个项。此外,还提出了一种滑模控制器(SMC)来控制新的吸引子。通过李雅普诺夫稳定性方法证明了所设计的SMC的稳定性。最后,实现了基于微控制器的实现,实验结果与仿真结果吻合良好。理论分析、数值模拟和实验结果验证了该控制器的正确性。
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