Wearable computing going green: Energy-optimal data transmission for multi-sensor wearable devices

Weizheng Hu, Weiwen Zhang, Han Hu, Yonggang Wen

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Citation (Scopus)

Abstract

Energy management stands out as a crucial design and operational factor for the emerging wearable devices. In this paper, we investigate how to reduce the data-Transmission energy for multi-sensor wearable devices over stochastic wireless channels. Specifically, we formulate the data-Transmission scheduling issue into a constrained optimization problem, with an objective to minimize the time-Average energy cost under the constrains of limited queueing buffer size. We adopt the canonical Lyapunov optimization framework to derive an online algorithm to minimize the drift-plus-penalty function. Under this framework, we first characterize a fundamental trade-off between energy cost and data-Transmission delay with both theoretical performance bounds and numerical verifications. We then reveal a threshold effect of the total buffer size on the energy consumption, below which the buffer size limit will be active and the energy cost rises as the buffer size decreases. We further elaborate the relationship between channel gain and energy consumption. Finally, compared to a random transmission algorithm, our approach can save up to 85.08% of energy.

Original languageEnglish
Title of host publicationProceedings of the 2015 10th International Conference on Communications and Networking in China, CHINACOM 2015
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages532-537
Number of pages6
ISBN (Electronic)9781479987955
DOIs
Publication statusPublished - 22 Jun 2016
Externally publishedYes
Event10th International Conference on Communications and Networking in China, CHINACOM 2015 - Shanghai, China
Duration: 15 Aug 201517 Aug 2015

Publication series

NameProceedings of the 2015 10th International Conference on Communications and Networking in China, CHINACOM 2015

Conference

Conference10th International Conference on Communications and Networking in China, CHINACOM 2015
Country/TerritoryChina
CityShanghai
Period15/08/1517/08/15

Keywords

  • Lyapunov optimization
  • buffer management
  • energy consumption
  • wearable computing
  • wearable devices

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