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Original Article
Online Published: 15 Mar 2018
 


Convex Optimization for Energy Efficiency of a Bluetooth Based Wearable Continuous Cardiac Monitoring Node

Jaspal Singh, Santhanaraj Balakrishnan.


Abstract
Real-time cardiac monitoring is an important component of body sensor networks. Due to its typical bandwidth requirements, Bluetooth is often the protocol of choice for wireless transmission from the cardiac monitoring nodes. In order to make the node small and wearable, improving energy efficiency is desirable as otherwise we end up either making the battery too big or changing it too often. In this paper we focus on optimizing energy consumption in cardiac data transmission while providing low latency. We show that this problem can be posed as a geometric program, which belongs to class of convex optimization problems. We analyse the issue based on data bandwidth requirements and latency constraints. The results are mapped to different data type specifications in Bluetooth and recommendations are drawn accordingly.

Key words: cardiac monitoring, convex optimisation, Bluetooth, energy consumption


 
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Pubmed Style

Singh J, Balakrishnan S. Convex Optimization for Energy Efficiency of a Bluetooth Based Wearable Continuous Cardiac Monitoring Node. Majmaah J Heal Sci. 2016; 4(2): 56-63.

Web Style

Singh J, Balakrishnan S. Convex Optimization for Energy Efficiency of a Bluetooth Based Wearable Continuous Cardiac Monitoring Node. https://www.mjhs-mu.org/?mno=293846 [Access: June 27, 2026].

AMA (American Medical Association) Style

Singh J, Balakrishnan S. Convex Optimization for Energy Efficiency of a Bluetooth Based Wearable Continuous Cardiac Monitoring Node. Majmaah J Heal Sci. 2016; 4(2): 56-63.


Vancouver/ICMJE Style

Singh J, Balakrishnan S. Convex Optimization for Energy Efficiency of a Bluetooth Based Wearable Continuous Cardiac Monitoring Node. Majmaah J Heal Sci. (2016), [cited June 27, 2026]; 4(2): 56-63.


Harvard Style

Singh, J. & Balakrishnan, . S. (2016) Convex Optimization for Energy Efficiency of a Bluetooth Based Wearable Continuous Cardiac Monitoring Node. Majmaah J Heal Sci, 4 (2), 56-63.


Turabian Style

Singh, Jaspal, and Santhanaraj Balakrishnan. 2016. Convex Optimization for Energy Efficiency of a Bluetooth Based Wearable Continuous Cardiac Monitoring Node. Majmaah Journal of Health Sciences, 4 (2), 56-63.


Chicago Style

Singh, Jaspal, and Santhanaraj Balakrishnan. "Convex Optimization for Energy Efficiency of a Bluetooth Based Wearable Continuous Cardiac Monitoring Node." Majmaah Journal of Health Sciences 4 (2016), 56-63.


MLA (The Modern Language Association) Style

Singh, Jaspal, and Santhanaraj Balakrishnan. "Convex Optimization for Energy Efficiency of a Bluetooth Based Wearable Continuous Cardiac Monitoring Node." Majmaah Journal of Health Sciences 4.2 (2016), 56-63. Print.


APA (American Psychological Association) Style

Singh, J. & Balakrishnan, . S. (2016) Convex Optimization for Energy Efficiency of a Bluetooth Based Wearable Continuous Cardiac Monitoring Node. Majmaah Journal of Health Sciences, 4 (2), 56-63.




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