{"title":"数字信号处理课程窗函数设计实验教学改革","authors":"Shaoming Wei, Xin Ma, Jun Wang","doi":"10.1109/CACML55074.2022.00071","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":137505,"journal":{"name":"2022 Asia Conference on Algorithms, Computing and Machine Learning (CACML)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Experimental Teaching Reform of Window Function Design in Digital Signal Processing Course\",\"authors\":\"Shaoming Wei, Xin Ma, Jun Wang\",\"doi\":\"10.1109/CACML55074.2022.00071\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"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.\",\"PeriodicalId\":137505,\"journal\":{\"name\":\"2022 Asia Conference on Algorithms, Computing and Machine Learning (CACML)\",\"volume\":\"32 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-03-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 Asia Conference on Algorithms, Computing and Machine Learning (CACML)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CACML55074.2022.00071\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 Asia Conference on Algorithms, Computing and Machine Learning (CACML)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CACML55074.2022.00071","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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.