Energy Efficient Cooperative Computing in Mobile Wireless Sensor Networks

被引:116
|
作者
Sheng, Zhengguo [1 ]
Mahapatra, Chinmaya [2 ]
Leung, Victor C. M. [2 ]
Chen, Min [3 ]
Sahu, Pratap Kumar [4 ]
机构
[1] Univ Sussex, Sch Engn & Informat, Brighton BN1 9RH, E Sussex, England
[2] Univ British Columbia, Dept Elect & Comp Engn, Vancouver, BC V6T 1Z4, Canada
[3] Huazhong Univ Sci & Technol, Sch Comp Sci & Technol, Wuhan 430074, Hubei, Peoples R China
[4] Univ Montreal, Dept Comp Sci & Operat Res, Montreal, PQ H3T 1J4, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Edge and cloud computing; mobile wireless sensor networks; cooperation; INTERNET; TECHNOLOGIES;
D O I
10.1109/TCC.2015.2458272
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Advances in future computing to support emerging sensor applications are becoming more important as the need to better utilize computation and communication resources and make them energy efficient. As a result, it is predicted that intelligent devices and networks, including mobile wireless sensor networks (MWSN), will become the new interfaces to support future applications. In this paper, we propose a novel approach to minimize energy consumption of processing an application in MWSN while satisfying a certain completion time requirement. Specifically, by introducing the concept of cooperation, the logics and related computation tasks can be optimally partitioned, offloaded and executed with the help of peer sensor nodes, thus the proposed solution can be treated as a joint optimization of computing and networking resources. Moreover, for a network with multiple mobile wireless sensor nodes, we propose energy efficient cooperation node selection strategies to offer a tradeoff between fairness and energy consumption. Our performance analysis is supplemented by simulation results to show the significant energy saving of the proposed solution.
引用
收藏
页码:114 / 126
页数:13
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