Enhancing Battery Efficiency for Pervasive Health-Monitoring Systems Based on Electronic Textiles

被引:14
作者
Zheng, Nenggan [1 ]
Wu, Zhaohui [1 ]
Lin, Man [2 ]
Yang, Laurence Tianruo [2 ]
机构
[1] Zhejiang Univ, Coll Comp Sci & Technol, Hangzhou 310027, Peoples R China
[2] St Francis Xavier Univ, Dept Comp Sci, Antigonish, NS B2G 2W5, Canada
来源
IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE | 2010年 / 14卷 / 02期
基金
加拿大创新基金会;
关键词
Battery-scheduling policies; electronic textiles (e-textiles); health monitoring; COMPUTER; DESIGN; CARE;
D O I
10.1109/TITB.2009.2034972
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Electronic textiles are regarded as one of the most important computation platforms for future computer-assisted health-monitoring applications. In these novel systems, multiple batteries are used in order to prolong their operational lifetime, which is a significant metric for system usability. However, due to the nonlinear features of batteries, computing systems with multiple batteries cannot achieve the same battery efficiency as those powered by a monolithic battery of equal capacity. In this paper, we propose an algorithm aiming to maximize battery efficiency globally for the computer-assisted health-care systems with multiple batteries. Based on an accurate analytical battery model, the concept of weighted battery fatigue degree is introduced and the novel battery-scheduling algorithm called predicted weighted fatigue degree least first (PWFDLF) is developed. Besides, we also discuss our attempts during search PWFDLF: a weighted round-robin (WRR) and a greedy algorithm achieving highest local battery efficiency, which reduces to the sequential discharging policy. Evaluation results show that a considerable improvement in battery efficiency can be obtained by PWFDLF under various battery configurations and current profiles compared to conventional sequential and WRR discharging policies.
引用
收藏
页码:350 / 359
页数:10
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