HBC transmission policies for energy harvesting empowered ECG nodes
HBC transmission policies for energy harvesting empowered ECG nodes
The Internet of Bodies is a body-centric network that connects smart devices to enable real-time monitoring of physiological data, including early detection of cardiovascular diseases through electrocardiograms (ECG) monitoring. In contrast to power-intensive RF transceivers in many ECG wearables, Human Body Communication (HBC) offers an energy-efficient (EE) and secure alternative, utilizing the body as a communication channel. This paper explores the functionality of an IoB sensor node designed for ECG monitoring, leveraging HBC and incorporating energy harvesting techniques to ensure sustained power. It introduces a scheme that utilizes ECG signal characteristics to identify sensing and transmission time durations, and it formulates an optimization problem within a Markov Decision Process framework. Given the battery and computational power constraint of IoB nodes, we propose lightweight and EE policies. Simulations confirm their benefits over myopic policies in terms of maximizing node lifetime and optimizing energy utilization, making them a promising solution for IoB systems operating under dynamic energy arrival rates.
Alamoudi, Abeer
514fdc75-e7f1-4414-9ff4-3aee8319b0c9
Celik, Abdulkadir
f8e72266-763c-4849-b38e-2ea2f50a69d0
Eltawil, Ahmed M.
5eb9e965-5ec8-4da1-baee-c3cab0fb2a72
17 December 2024
Alamoudi, Abeer
514fdc75-e7f1-4414-9ff4-3aee8319b0c9
Celik, Abdulkadir
f8e72266-763c-4849-b38e-2ea2f50a69d0
Eltawil, Ahmed M.
5eb9e965-5ec8-4da1-baee-c3cab0fb2a72
Alamoudi, Abeer, Celik, Abdulkadir and Eltawil, Ahmed M.
(2024)
HBC transmission policies for energy harvesting empowered ECG nodes.
In 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2024.
IEEE.
6 pp
.
(doi:10.1109/EMBC53108.2024.10782526).
Record type:
Conference or Workshop Item
(Paper)
Abstract
The Internet of Bodies is a body-centric network that connects smart devices to enable real-time monitoring of physiological data, including early detection of cardiovascular diseases through electrocardiograms (ECG) monitoring. In contrast to power-intensive RF transceivers in many ECG wearables, Human Body Communication (HBC) offers an energy-efficient (EE) and secure alternative, utilizing the body as a communication channel. This paper explores the functionality of an IoB sensor node designed for ECG monitoring, leveraging HBC and incorporating energy harvesting techniques to ensure sustained power. It introduces a scheme that utilizes ECG signal characteristics to identify sensing and transmission time durations, and it formulates an optimization problem within a Markov Decision Process framework. Given the battery and computational power constraint of IoB nodes, we propose lightweight and EE policies. Simulations confirm their benefits over myopic policies in terms of maximizing node lifetime and optimizing energy utilization, making them a promising solution for IoB systems operating under dynamic energy arrival rates.
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Published date: 17 December 2024
Venue - Dates:
46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2024, , Orlando, United States, 2024-07-15 - 2024-07-19
Identifiers
Local EPrints ID: 505747
URI: http://eprints.soton.ac.uk/id/eprint/505747
ISSN: 1557-170X
PURE UUID: c7bc05e3-19c1-45b5-b99a-cad0d7417fd0
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Date deposited: 17 Oct 2025 16:37
Last modified: 18 Oct 2025 02:18
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Author:
Abeer Alamoudi
Author:
Abdulkadir Celik
Author:
Ahmed M. Eltawil
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