@inproceedings{47ad3514fecd4b14928052414af06bba,
title = "Wearable computing going green: Energy-optimal data transmission for multi-sensor wearable devices",
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.",
keywords = "Lyapunov optimization, buffer management, energy consumption, wearable computing, wearable devices",
author = "Weizheng Hu and Weiwen Zhang and Han Hu and Yonggang Wen",
note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 10th International Conference on Communications and Networking in China, CHINACOM 2015 ; Conference date: 15-08-2015 Through 17-08-2015",
year = "2016",
month = jun,
day = "22",
doi = "10.1109/CHINACOM.2015.7497996",
language = "English",
series = "Proceedings of the 2015 10th International Conference on Communications and Networking in China, CHINACOM 2015",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "532--537",
booktitle = "Proceedings of the 2015 10th International Conference on Communications and Networking in China, CHINACOM 2015",
address = "United States",
}