Development of Wearable ECG Recorder: The compression of ECG signals through SVD and implementation on Hardware - Softcover

M. Sevak, Mayur; D. Pawar, Tanmay

 
9786209922329: Development of Wearable ECG Recorder: The compression of ECG signals through SVD and implementation on Hardware
Softcover
ISBN 10: 6209922325 ISBN 13: 9786209922329
Verlag: LAP LAMBERT Academic Publishing, 2026

Inhaltsangabe

Heart disease is the leading cause of abnormal mortality, and the rate is rising. Multiple cycles and high-resolution gathering produce a lot of ECG data, which reduces its portability and transmission efficiency. This calls for ECG signal compression. This research aims to compress wired and wirelessly recorded ECG data using Biopac and Bio Radio devices and demonstrate its implementation on aPYNQ-Z2 platform. Its feasibility and effectiveness are investigated. To record ECG signals from two distinct devices-Biopac and Bio Radio-with an ECG lead-1 and lead-2 configuration, a database was made specifically for this purpose. They were utilized to get ECG data from individuals aged 22, 23, 24, 35, 37, and 49. Singular Value Decomposition has been deployed to compress all ECG data on the PYNQZ2 PS Part, which provides a Python programming environment. To evaluate the result of compression, several parameters were computed, including compression ratio, percentage root mean square difference, percentage root mean square residual energy, and space savings.

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Über die Autorin bzw. den Autor

Dr.Mayur M.Sevak, would like to dedicate my research to both of my late grandfathers and expressing gratitude towards the blessings of lord Krishna, great support of my wife, blessings of parents ,in-laws and my mentor, well wishes of sister and friends and also thankful to all who supported directly or indirectly throughout my research journey.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2026
Sprache
Englisch
ISBN 10 
6209922325
ISBN 13 
9786209922329
Einband
Taschenbuch
Anzahl der Seiten
212
Kontakt zum Hersteller
Fastbook Publishing
customerservice@vdm-vsg.de

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Riga
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