ASIC layout design-space exploration of Pan-and-Tompkins pre-processing algorithm for high efficiency electrocardiogram monitor

Cardiovascular diseases (CVDs) is the leading cause of the death globally. Ambulatory Electrocardiogram (ECG) and mobile monitoring is very important for early heart disease detection and prevention, but its measurement normally contains various types of noise which affect the analysis accuracy. Mor...

Full description

Saved in:
Bibliographic Details
Main Authors: Lim, Jia Hui, Hau, Yuan Wen, Yew, Hoe Tung, Dass, Sreedharan Baskara
Format: Conference or Workshop Item
Published: 2020
Subjects:
Online Access:http://eprints.utm.my/id/eprint/92481/
http://dx.doi.org/10.1109/IICAIET49801.2020.9257862
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.utm.92481
record_format eprints
spelling my.utm.924812021-09-30T15:12:03Z http://eprints.utm.my/id/eprint/92481/ ASIC layout design-space exploration of Pan-and-Tompkins pre-processing algorithm for high efficiency electrocardiogram monitor Lim, Jia Hui Hau, Yuan Wen Yew, Hoe Tung Dass, Sreedharan Baskara Q Science (General) Cardiovascular diseases (CVDs) is the leading cause of the death globally. Ambulatory Electrocardiogram (ECG) and mobile monitoring is very important for early heart disease detection and prevention, but its measurement normally contains various types of noise which affect the analysis accuracy. Moreover, long hour ECG monitoring requires an efficient architecture to support real-time processing and low power consumption. This paper presents an application specific integrated circuit (ASIC) design of Pan-and-Tompkins ECG pre-processing algorithm which aims to remove several unwanted noise to increase analysis accuracy. The complete design flow covers high-level algorithm modelling in Matlab, followed by synthesizable design at Register Transfer Level (RTL) until logic synthesis, physical synthesis and static timing analysis to produce VLSI layout. Several power optimization techniques as well as different ASIC process technology libraries in terms of SilTerra's 180nm CMOS Logic Generic Library (CL180G) and Synopsys 32nm Generic Library (SAED32) are deployed for design-space exploration to study the design trade-off in terms of power consumption, timing performance, and the logic area usage. Results show that the clock gating technique is able to reduce 32.4% of dynamic power in design using CL180G generic library, whereas the integration of several power optimization techniques using SAED32 generic library is able to reduce 43.82% of dynamic power, 91.21% of leakage power and 91.25% of total power. 2020 Conference or Workshop Item PeerReviewed Lim, Jia Hui and Hau, Yuan Wen and Yew, Hoe Tung and Dass, Sreedharan Baskara (2020) ASIC layout design-space exploration of Pan-and-Tompkins pre-processing algorithm for high efficiency electrocardiogram monitor. In: 2020 IEEE International Conference on Artificial Intelligence in Engineering and Technology, IICAIET 2020, 26 - 27 September 2020, Kota Kinabalu, Sabah. http://dx.doi.org/10.1109/IICAIET49801.2020.9257862
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic Q Science (General)
spellingShingle Q Science (General)
Lim, Jia Hui
Hau, Yuan Wen
Yew, Hoe Tung
Dass, Sreedharan Baskara
ASIC layout design-space exploration of Pan-and-Tompkins pre-processing algorithm for high efficiency electrocardiogram monitor
description Cardiovascular diseases (CVDs) is the leading cause of the death globally. Ambulatory Electrocardiogram (ECG) and mobile monitoring is very important for early heart disease detection and prevention, but its measurement normally contains various types of noise which affect the analysis accuracy. Moreover, long hour ECG monitoring requires an efficient architecture to support real-time processing and low power consumption. This paper presents an application specific integrated circuit (ASIC) design of Pan-and-Tompkins ECG pre-processing algorithm which aims to remove several unwanted noise to increase analysis accuracy. The complete design flow covers high-level algorithm modelling in Matlab, followed by synthesizable design at Register Transfer Level (RTL) until logic synthesis, physical synthesis and static timing analysis to produce VLSI layout. Several power optimization techniques as well as different ASIC process technology libraries in terms of SilTerra's 180nm CMOS Logic Generic Library (CL180G) and Synopsys 32nm Generic Library (SAED32) are deployed for design-space exploration to study the design trade-off in terms of power consumption, timing performance, and the logic area usage. Results show that the clock gating technique is able to reduce 32.4% of dynamic power in design using CL180G generic library, whereas the integration of several power optimization techniques using SAED32 generic library is able to reduce 43.82% of dynamic power, 91.21% of leakage power and 91.25% of total power.
format Conference or Workshop Item
author Lim, Jia Hui
Hau, Yuan Wen
Yew, Hoe Tung
Dass, Sreedharan Baskara
author_facet Lim, Jia Hui
Hau, Yuan Wen
Yew, Hoe Tung
Dass, Sreedharan Baskara
author_sort Lim, Jia Hui
title ASIC layout design-space exploration of Pan-and-Tompkins pre-processing algorithm for high efficiency electrocardiogram monitor
title_short ASIC layout design-space exploration of Pan-and-Tompkins pre-processing algorithm for high efficiency electrocardiogram monitor
title_full ASIC layout design-space exploration of Pan-and-Tompkins pre-processing algorithm for high efficiency electrocardiogram monitor
title_fullStr ASIC layout design-space exploration of Pan-and-Tompkins pre-processing algorithm for high efficiency electrocardiogram monitor
title_full_unstemmed ASIC layout design-space exploration of Pan-and-Tompkins pre-processing algorithm for high efficiency electrocardiogram monitor
title_sort asic layout design-space exploration of pan-and-tompkins pre-processing algorithm for high efficiency electrocardiogram monitor
publishDate 2020
url http://eprints.utm.my/id/eprint/92481/
http://dx.doi.org/10.1109/IICAIET49801.2020.9257862
_version_ 1713199738063421440
score 13.160551