{"title":"Study on the optimization process and application of FIR digital filter","authors":"Zhenyu Hao, Chenyang Liu, Shaowei Ouyang","doi":"10.54254/2755-2721/72/20241033","DOIUrl":null,"url":null,"abstract":"As one of the components of digital signal processing technology, the FIR digital filter has been widely used in real life and played an increasingly important role due to its advantages of system stability and ease of linear phase. This paper will summarize and analyze the research results of some past scientific research teams on FIR digital filters, and show the optimization process of this technology and the application examples in real life. This paper focuses on the optimization process of noise reduction performance, delay and size, and energy consumption optimization of FIR digital filters. This study summarizes three examples of its applications in medical, audio processing, and radar. In the medical field, the processing of electrocardiogram (ECG) signals, the audio processing fields are the frequency shaping, noise removal, and signal enhancement of audio signals, and the precise filtering and processing of received signals in the radar field. At the end of this paper, the FIR digital filter has an irreplaceable role in all fields in the world and gradually develops in the direction of miniaturization and low power consumption in the future.","PeriodicalId":502253,"journal":{"name":"Applied and Computational Engineering","volume":"9 12","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Applied and Computational Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.54254/2755-2721/72/20241033","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
As one of the components of digital signal processing technology, the FIR digital filter has been widely used in real life and played an increasingly important role due to its advantages of system stability and ease of linear phase. This paper will summarize and analyze the research results of some past scientific research teams on FIR digital filters, and show the optimization process of this technology and the application examples in real life. This paper focuses on the optimization process of noise reduction performance, delay and size, and energy consumption optimization of FIR digital filters. This study summarizes three examples of its applications in medical, audio processing, and radar. In the medical field, the processing of electrocardiogram (ECG) signals, the audio processing fields are the frequency shaping, noise removal, and signal enhancement of audio signals, and the precise filtering and processing of received signals in the radar field. At the end of this paper, the FIR digital filter has an irreplaceable role in all fields in the world and gradually develops in the direction of miniaturization and low power consumption in the future.
作为数字信号处理技术的组成部分之一,FIR 数字滤波器以其系统稳定、易于线性相位等优点,在现实生活中得到了广泛的应用,并发挥着越来越重要的作用。本文将总结分析以往一些科研团队对 FIR 数字滤波器的研究成果,并展示该技术的优化过程和在实际生活中的应用实例。本文重点研究了 FIR 数字滤波器的降噪性能、延迟和尺寸以及能耗优化的优化过程。本研究总结了其在医疗、音频处理和雷达领域的三个应用实例。医疗领域是心电图(ECG)信号的处理,音频处理领域是音频信号的频率整形、噪声去除和信号增强,雷达领域是接收信号的精确滤波和处理。本文最后指出,FIR 数字滤波器在全球各个领域都有着不可替代的作用,未来将逐步向小型化和低功耗方向发展。