快速块LMS自适应滤波器的FPGA实现,采用分布式算法实现高吞吐量

Sudhanshu Baghel, R. Shaik
{"title":"快速块LMS自适应滤波器的FPGA实现,采用分布式算法实现高吞吐量","authors":"Sudhanshu Baghel, R. Shaik","doi":"10.1109/ICCSP.2011.5739356","DOIUrl":null,"url":null,"abstract":"This paper proposes a design and implementation of high throughput adaptive digital filter using Fast Block Least Mean Squares (FBLMS) adaptive algorithm. The filter structure is based on Distributed Arithmetic (DA), which is able to calculate the inner product by shifting, and accumulating of partial products and storing in look-up table, also the desired adaptive digital filter will be multiplierless. Thus a DA based implementation of adaptive filter is highly computational and area efficient. Furthermore, the fundamental building blocks in the DA architecture map well to the architecture of todays Field Programmable Gate Arrays (FPGA). FPGA implementation results conforms that the proposed DA based adaptive filter can implement with significantly smaller area usage, (about 45%) less than that of the existing FBLMS algorithm based adaptive filter.","PeriodicalId":408736,"journal":{"name":"2011 International Conference on Communications and Signal Processing","volume":"12 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"35","resultStr":"{\"title\":\"FPGA implementation of Fast Block LMS adaptive filter using Distributed Arithmetic for high throughput\",\"authors\":\"Sudhanshu Baghel, R. Shaik\",\"doi\":\"10.1109/ICCSP.2011.5739356\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper proposes a design and implementation of high throughput adaptive digital filter using Fast Block Least Mean Squares (FBLMS) adaptive algorithm. The filter structure is based on Distributed Arithmetic (DA), which is able to calculate the inner product by shifting, and accumulating of partial products and storing in look-up table, also the desired adaptive digital filter will be multiplierless. Thus a DA based implementation of adaptive filter is highly computational and area efficient. Furthermore, the fundamental building blocks in the DA architecture map well to the architecture of todays Field Programmable Gate Arrays (FPGA). FPGA implementation results conforms that the proposed DA based adaptive filter can implement with significantly smaller area usage, (about 45%) less than that of the existing FBLMS algorithm based adaptive filter.\",\"PeriodicalId\":408736,\"journal\":{\"name\":\"2011 International Conference on Communications and Signal Processing\",\"volume\":\"12 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2011-03-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"35\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2011 International Conference on Communications and Signal Processing\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICCSP.2011.5739356\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2011 International Conference on Communications and Signal Processing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCSP.2011.5739356","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 35

摘要

本文提出了一种基于快速块最小均方(FBLMS)自适应算法的高吞吐量自适应数字滤波器的设计与实现。该滤波器结构基于分布式算法(DA),通过对部分积进行移位、累加并存储在查找表中计算内积,期望的自适应数字滤波器是无乘子的。因此,基于数据分析的自适应滤波器的实现具有很高的计算效率和面积效率。此外,数据处理体系结构中的基本构建块很好地映射到今天的现场可编程门阵列(FPGA)的体系结构。FPGA实现结果表明,与现有的基于FBLMS算法的自适应滤波器相比,所提出的基于DA的自适应滤波器的面积占用明显减少(约45%)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
FPGA implementation of Fast Block LMS adaptive filter using Distributed Arithmetic for high throughput
This paper proposes a design and implementation of high throughput adaptive digital filter using Fast Block Least Mean Squares (FBLMS) adaptive algorithm. The filter structure is based on Distributed Arithmetic (DA), which is able to calculate the inner product by shifting, and accumulating of partial products and storing in look-up table, also the desired adaptive digital filter will be multiplierless. Thus a DA based implementation of adaptive filter is highly computational and area efficient. Furthermore, the fundamental building blocks in the DA architecture map well to the architecture of todays Field Programmable Gate Arrays (FPGA). FPGA implementation results conforms that the proposed DA based adaptive filter can implement with significantly smaller area usage, (about 45%) less than that of the existing FBLMS algorithm based adaptive filter.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
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:481959085
Book学术官方微信