一种用于起搏器指数噪声去除的稳健低功耗FSM CORDIC LMS滤波器设计

IF 1.1 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC
N Agnes Shiny Rachel, G Rajakumar
{"title":"一种用于起搏器指数噪声去除的稳健低功耗FSM CORDIC LMS滤波器设计","authors":"N Agnes Shiny Rachel, G Rajakumar","doi":"10.1080/00207217.2023.2267216","DOIUrl":null,"url":null,"abstract":"ABSTRACTHeart disease is identified to be the major reason for death worldwide as recorded by World Health Organization. The use of cardiac pacemakers was estimated to be around 1.14 million in the year 2016 and is expected to increase to 1.43 million by the year 2023. Based on the frequency of usage the lifetime of a pacemaker can last between 6 to 10 years. To prolong the lifetime of the pacemaker, a low power filter design is presented. The pulse that comes out of the pacemaker has exponential noise and myo-potential noise. The Least mean square (LMS) filter with Co-ordinate Rotation Digital Computer(CORDIC) filters the exponential noise signal and retrieves the desired pace pulse. The CORDIC architecture used here is realised using FSM computational technique, because FSM offers a simple hardware circuitry. Digital circuits highly rely on clock signal to track the time and execution of functions that are programmed. This irreplaceable signal requires a control module that would make it more efficient and audacious. This is the prime reason for the evolution of clock gating technique. Similarly the leakage power caused by the power source also requires attention. With the boom of deep submicron technologies leakage power has started to occupy 30-50% of the total power consumption. Power gating technique helps to resolve this issue significantly. In this proposed method, Integrated coarse grained Power and Clock gating technique is employed to reduce the power dissipation of the LMS filter. A comparative study of Latch, AND and OR based clock gating with Forced transistor stacking and sleep transistor whose width and length is doubled from the rest of the Complementary metal oxide semiconductors is also performed. The design is implemented using 250 nm CMOS technology. The implementation of clock gating technique has resulted in a 41.35% average reduction in dynamic clock power dissipation. The power gating technique has resulted in 26.08% reduction in static input power dissipation. The total power savings on integration of clock and power gating techniques is found to be 36.95% from the non-gated CORDIC LMS filter design.KEYWORDS: Clock gatingpower gatingpacemakerCORDIC algorithmLMS filterDisclaimerAs a service to authors and researchers we are providing this version of an accepted manuscript (AM). Copyediting, typesetting, and review of the resulting proofs will be undertaken on this manuscript before final publication of the Version of Record (VoR). During production and pre-press, errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal relate to these versions also.","PeriodicalId":54961,"journal":{"name":"International Journal of Electronics","volume":"49 1","pages":"0"},"PeriodicalIF":1.1000,"publicationDate":"2023-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A ROBUST LOW POWER FSM CORDIC LMS FILTER DESIGN for EXPONENTIAL NOISE REMOVAL in PACEMAKER\",\"authors\":\"N Agnes Shiny Rachel, G Rajakumar\",\"doi\":\"10.1080/00207217.2023.2267216\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"ABSTRACTHeart disease is identified to be the major reason for death worldwide as recorded by World Health Organization. The use of cardiac pacemakers was estimated to be around 1.14 million in the year 2016 and is expected to increase to 1.43 million by the year 2023. Based on the frequency of usage the lifetime of a pacemaker can last between 6 to 10 years. To prolong the lifetime of the pacemaker, a low power filter design is presented. The pulse that comes out of the pacemaker has exponential noise and myo-potential noise. The Least mean square (LMS) filter with Co-ordinate Rotation Digital Computer(CORDIC) filters the exponential noise signal and retrieves the desired pace pulse. The CORDIC architecture used here is realised using FSM computational technique, because FSM offers a simple hardware circuitry. Digital circuits highly rely on clock signal to track the time and execution of functions that are programmed. This irreplaceable signal requires a control module that would make it more efficient and audacious. This is the prime reason for the evolution of clock gating technique. Similarly the leakage power caused by the power source also requires attention. With the boom of deep submicron technologies leakage power has started to occupy 30-50% of the total power consumption. Power gating technique helps to resolve this issue significantly. In this proposed method, Integrated coarse grained Power and Clock gating technique is employed to reduce the power dissipation of the LMS filter. A comparative study of Latch, AND and OR based clock gating with Forced transistor stacking and sleep transistor whose width and length is doubled from the rest of the Complementary metal oxide semiconductors is also performed. The design is implemented using 250 nm CMOS technology. The implementation of clock gating technique has resulted in a 41.35% average reduction in dynamic clock power dissipation. The power gating technique has resulted in 26.08% reduction in static input power dissipation. The total power savings on integration of clock and power gating techniques is found to be 36.95% from the non-gated CORDIC LMS filter design.KEYWORDS: Clock gatingpower gatingpacemakerCORDIC algorithmLMS filterDisclaimerAs a service to authors and researchers we are providing this version of an accepted manuscript (AM). Copyediting, typesetting, and review of the resulting proofs will be undertaken on this manuscript before final publication of the Version of Record (VoR). During production and pre-press, errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal relate to these versions also.\",\"PeriodicalId\":54961,\"journal\":{\"name\":\"International Journal of Electronics\",\"volume\":\"49 1\",\"pages\":\"0\"},\"PeriodicalIF\":1.1000,\"publicationDate\":\"2023-10-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Electronics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1080/00207217.2023.2267216\",\"RegionNum\":4,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Electronics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/00207217.2023.2267216","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0

摘要

根据世界卫生组织的记录,心脏病被确定为世界范围内死亡的主要原因。据估计,2016年使用心脏起搏器的人数约为114万,预计到2023年将增加到143万。根据使用频率,起搏器的寿命可以持续6到10年。为了延长起搏器的使用寿命,提出了一种低功耗滤波器设计。从起搏器发出的脉冲有指数噪声和肌电位噪声。基于坐标旋转数字计算机(CORDIC)的最小均方滤波器(LMS)对指数噪声信号进行滤波,得到期望的步距脉冲。这里使用的CORDIC架构是使用FSM计算技术实现的,因为FSM提供了一个简单的硬件电路。数字电路高度依赖时钟信号来跟踪时间和执行已编程的功能。这种不可替代的信号需要一个控制模块,使其更有效和大胆。这是时钟门控技术发展的主要原因。同样电源引起的漏功率也需要注意。随着深亚微米技术的蓬勃发展,泄漏功率已开始占总功耗的30-50%。功率门控技术有助于解决这一问题。该方法采用集成的粗粒度功率时钟门控技术来降低LMS滤波器的功耗。本文还比较研究了基于锁存、AND和OR的时钟门控,该门控具有强制晶体管堆叠和休眠晶体管,其宽度和长度是互补金属氧化物半导体的两倍。该设计采用250纳米CMOS技术实现。时钟门控技术的实现使动态时钟功耗平均降低41.35%。功率门控技术使静态输入功耗降低26.08%。时钟和电源门控技术集成的总功耗节省了36.95%,来自非门控CORDIC LMS滤波器设计。关键词:时钟门控电源门控起跳器cordic算法mlms滤波器免责声明作为对作者和研究人员的服务,我们提供此版本的接受稿件(AM)。在最终出版版本记录(VoR)之前,将对该手稿进行编辑、排版和审查。在制作和印前,可能会发现可能影响内容的错误,所有适用于期刊的法律免责声明也与这些版本有关。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A ROBUST LOW POWER FSM CORDIC LMS FILTER DESIGN for EXPONENTIAL NOISE REMOVAL in PACEMAKER
ABSTRACTHeart disease is identified to be the major reason for death worldwide as recorded by World Health Organization. The use of cardiac pacemakers was estimated to be around 1.14 million in the year 2016 and is expected to increase to 1.43 million by the year 2023. Based on the frequency of usage the lifetime of a pacemaker can last between 6 to 10 years. To prolong the lifetime of the pacemaker, a low power filter design is presented. The pulse that comes out of the pacemaker has exponential noise and myo-potential noise. The Least mean square (LMS) filter with Co-ordinate Rotation Digital Computer(CORDIC) filters the exponential noise signal and retrieves the desired pace pulse. The CORDIC architecture used here is realised using FSM computational technique, because FSM offers a simple hardware circuitry. Digital circuits highly rely on clock signal to track the time and execution of functions that are programmed. This irreplaceable signal requires a control module that would make it more efficient and audacious. This is the prime reason for the evolution of clock gating technique. Similarly the leakage power caused by the power source also requires attention. With the boom of deep submicron technologies leakage power has started to occupy 30-50% of the total power consumption. Power gating technique helps to resolve this issue significantly. In this proposed method, Integrated coarse grained Power and Clock gating technique is employed to reduce the power dissipation of the LMS filter. A comparative study of Latch, AND and OR based clock gating with Forced transistor stacking and sleep transistor whose width and length is doubled from the rest of the Complementary metal oxide semiconductors is also performed. The design is implemented using 250 nm CMOS technology. The implementation of clock gating technique has resulted in a 41.35% average reduction in dynamic clock power dissipation. The power gating technique has resulted in 26.08% reduction in static input power dissipation. The total power savings on integration of clock and power gating techniques is found to be 36.95% from the non-gated CORDIC LMS filter design.KEYWORDS: Clock gatingpower gatingpacemakerCORDIC algorithmLMS filterDisclaimerAs a service to authors and researchers we are providing this version of an accepted manuscript (AM). Copyediting, typesetting, and review of the resulting proofs will be undertaken on this manuscript before final publication of the Version of Record (VoR). During production and pre-press, errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal relate to these versions also.
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
International Journal of Electronics
International Journal of Electronics 工程技术-工程:电子与电气
CiteScore
3.30
自引率
15.40%
发文量
110
审稿时长
8 months
期刊介绍: The International Journal of Electronics (IJE) supports technical applications and developing research at the cutting edge of electronics. Encompassing a broad range of electronic topics, we are a leading electronics journal dedicated to quickly sharing new concepts and developments the field of electronics.
×
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