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通信信号自适应滤波处理仿真研究(一)
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【计算机病毒毕业论文】论文关键词:自适应信号处理 自适应滤波器论文摘要:近几十年里,数字信号处理技术取得了飞速发展,特别是在自适应信号处理方面,通过内部参数的最优化来自动调节系统特性并以其计算简单,收敛速度快等许多优点而被广泛使用。本文主要介绍了几种常用的自适应算法,如:LMS,RLS,NLMS等。分别就几种算法在算法原理,算法性能分析和计算机仿真等方面来说明各种算法的优越性。通过围绕算法的优缺点进行比较,得出一些重要结论。最后对自适应信号处理的一些应用作了介绍和分析,并对其进行了仿真。 Abstract:In recent decades, digital signal processing technology has made rapid development, especially in adaptive signal processing. The adaptive signal processing algorithm can adjust the internal parameters of filters to optimize system characteristics automatically. For its simple computational complexity, fast convergence speed and many other advantages, adaptive filer has been widely used. This paper introduces several commonly used algorithms, such as: LMS, RLS, NLMS, etc.. Through the principle of adaptive algorithm analysis and simulation, we illustrate the various aspects of the adaptive algorithm’s superiority. And th
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