Sequential design of IIR digital filters for low-power DSP applications

S. Saab, W. Lu, A. Antoniou
{"title":"Sequential design of IIR digital filters for low-power DSP applications","authors":"S. Saab, W. Lu, A. Antoniou","doi":"10.1109/ADFSP.1998.685703","DOIUrl":null,"url":null,"abstract":"A method for the design of linear-phase IIR digital filters for low-power applications is proposed. In this method, the digital filter is implemented as a cascade arrangement of 2nd-order sections. The first section is designed through optimization techniques so as to satisfy as far as possible the overall required specifications. A second section is then added which is designed through optimization techniques so that the first two sections satisfy as far as possible the overall required specifications. This process is repeated until a multisection filter is obtained which satisfies the required specifications under the most critical circumstances imposed by the application at hand. The minimum number of sections required to process a particular input signal can then by switched on through the use of a simple adaptation mechanism and, in this way, the power consumption can be minimized. This design structure is achieved by formulating the design on the kth section as a weighted quadratic programming problem with stability, amplitude response, and the first k-1 sections as constraints.","PeriodicalId":424855,"journal":{"name":"1998 IEEE Symposium on Advances in Digital Filtering and Signal Processing. Symposium Proceedings (Cat. No.98EX185)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1998-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"1998 IEEE Symposium on Advances in Digital Filtering and Signal Processing. Symposium Proceedings (Cat. No.98EX185)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ADFSP.1998.685703","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4

Abstract

A method for the design of linear-phase IIR digital filters for low-power applications is proposed. In this method, the digital filter is implemented as a cascade arrangement of 2nd-order sections. The first section is designed through optimization techniques so as to satisfy as far as possible the overall required specifications. A second section is then added which is designed through optimization techniques so that the first two sections satisfy as far as possible the overall required specifications. This process is repeated until a multisection filter is obtained which satisfies the required specifications under the most critical circumstances imposed by the application at hand. The minimum number of sections required to process a particular input signal can then by switched on through the use of a simple adaptation mechanism and, in this way, the power consumption can be minimized. This design structure is achieved by formulating the design on the kth section as a weighted quadratic programming problem with stability, amplitude response, and the first k-1 sections as constraints.
低功耗DSP应用中IIR数字滤波器的顺序设计
提出了一种用于低功耗应用的线性相位IIR数字滤波器的设计方法。在这种方法中,数字滤波器被实现为二阶段的级联排列。第一部分通过优化技术进行设计,以尽可能满足总体要求规范。然后添加第二部分,该部分通过优化技术进行设计,以便前两部分尽可能满足所需的总体规范。这一过程反复进行,直到获得满足当前应用所施加的最关键情况下所需规格的多段滤波器。然后可以通过使用简单的适应机制打开处理特定输入信号所需的最小节数,并且以这种方式,可以将功耗降至最低。本设计结构是通过将第k段的设计表述为一个加权二次规划问题来实现的,该问题以稳定性、幅值响应和前k-1段为约束。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信