数字信号处理课程窗函数设计实验教学改革

Shaoming Wei, Xin Ma, Jun Wang
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引用次数: 0

摘要

窗口函数广泛应用于通信、图像、语音、声纳等信息处理中。同时,在数字信号处理课程中,窗函数的设计与数字滤波器的设计密切相关,因此这一内容在教学中显得尤为重要。为了让学生熟悉窗函数的设计和应用,本文详细介绍了窗函数的特点和应用,并通过三个实验,包括全周期采样对光谱泄漏的影响、不同窗函数对光谱泄漏的影响、不同窗函数对光谱分辨率的影响。使学生更好地掌握窗函数的原理,并致力于解决实际问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Experimental Teaching Reform of Window Function Design in Digital Signal Processing Course
Window functions are widely used in communication, image, voice, sonar and other information processing. At the same time, the design of window function is closely related to the design of digital filter in the course of digital signal processing, so this content is particularly important in teaching. In order to make students familiar with the design and application of window function, this paper introduces the characteristics and application of window function in detail, and through three experiments, including the effect of whole-cycle sampling on spectral leakage, the effect of different window functions on spectral leakage, and the effect of different window functions on spectral resolution, enables students to better grasp the principle of window function and devote themselves to solving practical problems.
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