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Random Signal Processing by Shaila Dinkar Apte, 2018 (463 pages)

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简介:
《Random Signal Processing》是由Shaila Dinkar Apte于2018年出版的一本关于随机信号处理领域的著作,全书共463页。本书深入浅出地介绍了随机信号处理的基本理论和应用技术。 这本书涵盖了随机信号与随机过程,并探讨了概率密度函数、能量谱密度及功率谱密度的估计方法。书中还讨论了随机过程的特性以及信号建模的基本通信理论、估计和检测技术,每章都包含了MATLAB仿真代码并附有程序输出结果、案例研究和项目建议。内容逐步介绍并解释了随机信号的概念,并涵盖了多个信号处理的应用场景。 本书旨在服务于广泛的受众群体,包括电子工程、电气工程、仪器仪表工程、计算机工程及电信工程专业的本科生以及相关领域的研究人员。关键特性如下: - 针对参数化信号处理中合适的分段大小的随机信号处理。 - 涉及语音、图像(包含医学影像)、脑电图和心电图等信号处理技术。 - 介绍了最优检测与估计理论。 - 讨论了变换域中的参量建模以及信号处理方法。 - 提供MATLAB代码及相关练习题,案例研究,并附有解答的例题及多选题。

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