An Accelerometer-Assisted Transmission Power Control Solution for Energy-Efficient Communications in WBAN

被引:33
|
作者
Zang, Weilin [1 ]
Zhang, Shengli [2 ]
Li, Ye [1 ]
机构
[1] Chinese Acad Sci, Shenzhen Inst Adv Technol, Key Lab Hlth Informat, Shenzhen 518055, Peoples R China
[2] Shenzhen Univ, Dept Commun Engn, Shenzhen MCSP Key Lab, Shenzhen 518055, Peoples R China
基金
中国国家自然科学基金;
关键词
Wireless body area network (WBAN); energy efficiency; transmission power control; acceleration signals; RSSI; BODY AREA NETWORKS; PHYSICAL-ACTIVITY;
D O I
10.1109/JSAC.2016.2611844
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Energy efficiency is a key issue in wireless body area networks (WBANs). A number of transmission power control (TPC) schemes have been developed to improve the efficiency of transmission, which is one of the most energy consuming operations in WBAN. To save energy, these schemes only probe the link quality from the received data packets. However, due to large intervals between data packets and fast dynamic on-body link characteristics in WBAN, the obtained link information is usually outdated. In this case, the performance of the current TPC scheme is poor. This paper proposes an accelerometer-assisted TPC (AA-TPC) scheme, which exploits the periodic fluctuations of link qualities to improve the transmission energy efficiency. Consider the relationship between link quality and body movement, AA-TPC makes transmissions at ideal channel points that are identified by using the local accelerometer. We first conduct experiments to investigate the correlation between periodic movements and link quality. Then, we propose an algorithm to locate the time point in each period with the best link quality to transmit packets. The specific transmission power is then determined by the feedback information from the receiver. Finally, we evaluate the energy efficiency of AA-TPC based on a CC2420 platform in both a periodic scenario (without any aperiodic movement to break the periodicity) and a realistic scenario (which has aperiodic movements 20% of the time). The results show that about 26.4% and 18% of total energy consumption can be saved on average in the periodic and realistic scenarios, respectively.
引用
收藏
页码:3427 / 3437
页数:11
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