E-ISSN 1658-8223 | ISSN 1658-645X
 

Original Article 


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


 
ARTICLE TOOLS
Abstract
PDF Fulltext
How to cite this articleHow to cite this article
Citation Tools
Related Records
 Articles by Jaspal Singh
Articles by Santhanaraj Balakrishnan
on Google
on Google Scholar

How to Cite this Article
Pubmed Style

Jaspal Singh, Santhanaraj Balakrishnan. 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

Jaspal Singh, Santhanaraj Balakrishnan. Convex Optimization for Energy Efficiency of a Bluetooth Based Wearable Continuous Cardiac Monitoring Node. https://www.mjhs-mu.org/?mno=293846 [Access: May 31, 2023].


AMA (American Medical Association) Style

Jaspal Singh, Santhanaraj Balakrishnan. 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

Jaspal Singh, Santhanaraj Balakrishnan. Convex Optimization for Energy Efficiency of a Bluetooth Based Wearable Continuous Cardiac Monitoring Node. Majmaah J Heal Sci. (2016), [cited May 31, 2023]; 4(2): 56-63.



Harvard Style

Jaspal Singh, Santhanaraj Balakrishnan (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

Jaspal Singh, 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

Jaspal Singh, 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

Jaspal Singh, 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

Jaspal Singh, 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.





Most Viewed Articles
  • Prevalence and Risk Factors of Hypercholesterolemia in Majmaah, Saudi Arabia
    Khalid El Tohami Medani, Mohammed Abdullah Al Mansour, Elsadig Yousif Mohamed, Fahad Alfhaid, Talal Shakhs Alghamdi, Waqas Sami, Sawsan Mustafa Abdalla, Mansour Khater Al Zahrani
    Majmaah J Heal Sci. 2018; 6(1): 34-41
    » Abstract » doi: 10.5455/mjhs.2018.01.006

  • Physical Therapy Intervention in Post Stroke Shoulder Subluxation: A Narrative Review
    Mazen Alqahtani
    Majmaah J Heal Sci. 2018; 6(1): 48-60
    » Abstract » doi: 10.5455/mjhs.2018.01.008

  • Gentamicin induced neurodegenerative changes in auditory cortex of adult Albino rats
    Rehan M Asad, Moattar R Rizvi, Sami Waqas, Kamran Afzal
    Majmaah J Heal Sci. 2013; 1(1): 11-17
    » Abstract » doi: 10.12816/0004766

  • Parental Knowledge, Attitude and Practice on Antibiotic use for Upper Respiratory Tract Infections in Children
    Khaled Al-Dossari
    Majmaah J Heal Sci. 2013; 1(1): 33-45
    » Abstract » doi: 10.12816/0004769

  • Prevalence of Hypertriglyceridemia in Patients Attending Primary Health Care Centers in Majmaah, Saudi Arabia
    Fahad Alfhaid
    Majmaah J Heal Sci. 2018; 6(1): 10-16
    » Abstract » doi: 10.5455/mjhs.2018.01.003

  • Most Downloaded
  • Wet cupping (Hijama) positively and significantly impacted multiple hematological parameters
    Abdulraheem Alshareef, Ahmad Khalaf Alsaedi, Ahmad Abdulaziz Alnakhli, Abdulrahman Amer Albeladi, Raed Saad AlHejili, Mohammed Siddig Younis
    Majmaah J Heal Sci. 2021; 9(2): 98-112
    » Abstract » doi: 10.5455/mjhs.2021.02.011

  • Medical Waste Management Survey in Primary Health Care Centers, Saudi Arabia
    Eltigani O.M Omer, Ali S. R. Alsubaie
    Majmaah J Heal Sci. 2017; 5(1): 7-22
    » Abstract » doi: 10.5455/mjhs.2017.01.003

  • Physical Therapy Intervention in Post Stroke Shoulder Subluxation: A Narrative Review
    Mazen Alqahtani
    Majmaah J Heal Sci. 2018; 6(1): 48-60
    » Abstract » doi: 10.5455/mjhs.2018.01.008

  • The “Epidemiological Transmission” and “Double-Burden of Disease”: A Focus on Africa
    Asim Abdelmoneim Hussein
    Majmaah J Heal Sci. 2014; 2(2): 3-11
    » Abstract

  • Food Poisoning Knowledge, Attitudes and Practice of Students in Majmaah University
    Saeed Saleh Banawas
    Majmaah J Heal Sci. 2019; 7(2): 1-13
    » Abstract » doi: 10.5455/mjhs.2019.02.002

  • Most Cited Articles
  • Analysing Undergraduate Medical Curricula: Experience from a Saudi Medical College
    Ahmad Saleh Alamro
    Majmaah J Heal Sci. 2019; 7(3): 20-33
    » Abstract » doi: 10.5455/mjhs.2019.03.004
    Cited : 14 times [Click to see citing articles]

  • Prevalence and risk factors of diabetic neuropathy in Qassim, Saudi Arabia
    Amal A Almohisen, Lama M Almuhaysen, Khawlah K Alhatlany, Reham H Alghalth, Ashwaq M Almutairi, Fatmah A Almarzogy, Haneen A Alghasham, Ghaida M Almohaysen
    Majmaah J Heal Sci. 2020; 8(2): 23-31
    » Abstract » doi: 10.5455/mjhs.2020.02.004
    Cited : 3 times [Click to see citing articles]

  • Prevalence & Perception of CAM Usage in Majmaah, Kingdom of Saudi Arabia
    Syed Yousaf Kazmi, Waqas Sami, Saud Ibnsaut Alharbi, Meshaal almeshaal, Anas Alzahrani, Fahad Alyousif, Osama Alenezi
    Majmaah J Heal Sci. 2018; 6(2): 50-61
    » Abstract » doi: 10.5455/mjhs.2018.02.007
    Cited : 3 times [Click to see citing articles]

  • Psychosocial Aspects of Thalassemia and Patient’s Quality of Life: A Narrative Review
    Ali Jawad Alsaad
    Majmaah J Heal Sci. 2020; 8(1): 82-96
    » Abstract » doi: 10.5455/mjhs.2020.01.009
    Cited : 3 times [Click to see citing articles]

  • Physical Therapy Management for Child with Generalized Joint Hypermobility
    Mohamed Sherif Sirajudeen
    Majmaah J Heal Sci. 2020; 8(1): 113-119
    » Abstract » doi: 10.5455/mjhs.2020.01.011
    Cited : 3 times [Click to see citing articles]