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Characteristic Analysis and DSP Realization of Fractional-Order Simplified Lorenz System Based on Adomian Decomposition Method

机译:基于Adomian分解方法的分数阶简化Lorenz系统的特性分析和DSP实现

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摘要

By adopting Adomian decomposition method, the fractional-order simplified Lorenz system is solved and implemented on a digital signal processor (DSP). The Lyapunov exponent (LE) spectra of the system is calculated based on QR-factorization, and it accords well with the corresponding bifurcation diagrams. We analyze the influence of the parameter and the fractional derivative order on the system characteristics by color maximum LE (LEmax) and chaos diagrams. It is found that the smaller the order is, the larger the LEmax is. The iteration step size also affects the lowest order at which the chaos exists. Further, we implement the fractional-order simplified Lorenz system on a DSP platform. The phase portraits generated on DSP are consistent with the results that were obtained by computer simulations. It lays a good foundation for applications of the fractional-order chaotic systems.
机译:通过采用Adomian分解方法,解决了分数阶简化Lorenz系统并在数字信号处理器(DSP)上实现了该方法。该系统的Lyapunov指数(LE)光谱是基于QR分解法计算的,与相应的分叉图非常吻合。我们通过颜色最大LE(LEmax)和混沌图分析了参数和分数导数阶数对系统特性的影响。发现阶数越小,LEmax越大。迭代步长也会影响混沌的最低顺序。此外,我们在DSP平台上实现了分数阶简化的Lorenz系统。在DSP上生成的相图与通过计算机仿真获得的结果一致。它为分数阶混沌系统的应用奠定了良好的基础。

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