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基于DSP的LMS自适应滤波器的实现
在通用DSP芯片TMS320C5402上实现了基于LMS算法的自适应滤波器,并对调试运行结果进行了分析讨
论,其结果为将来硬件实现LMS自适应滤波器提供了可靠保证,为自适应滤波器在实际中的应用提供了参考-DSP-based LMS adaptive filter realization of common DSP chip TMS320C5402 in realizing algorithm based on LMS adaptive filt
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基于DSP的自适应滤波LMS算法的研究和实现。自适应算法的解释及仿真实现,以及在单片机的应用-DSP-based adaptive filter LMS algorithm and realized. Adaptive algorithm to achieve the interpretation and simulation, as well as the application of single-chip
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proposes a Verilog implementation of the
Normalized Least Mean Square (NLMS) adaptive algorithm,
having a variable step size. The envisaged application is the
identification of an unknown system. First the convergence of
derived LMS algorithm
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本文从高速数字信号处理器的特点、自适应滤波器的原理及主要应用领域入手,介绍了自适应滤波器的基本理论思想,具体阐述了自适应滤波器的基本原理、算法及设计方法。本文中,对两种最基本的自适应算法,即最小均方误差(LMS)算法和递归最小二乘(RLS)算法进行了详细的介绍和分析,并针对两种算法的优缺点进行了详细的比较。最后用DSP实现了自适应滤波器。实验结果表明,该自适应滤波器滤波效果优越。(Starting from the characteristics of high-speed digital si
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