JOURNAL ARTICLE

Energy Efficient Cooperative Computing in Mobile Wireless Sensor Networks

Zhengguo ShengChinmaya MahapatraVictor C. M. LeungMin ChenPratap Kumar Sahu

Year: 2015 Journal:   IEEE Transactions on Cloud Computing Vol: 6 (1)Pages: 114-126   Publisher: Institute of Electrical and Electronics Engineers

Abstract

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.

Keywords:
Computer science Wireless sensor network Energy consumption Distributed computing Efficient energy use Computation offloading Key distribution in wireless sensor networks Cloud computing Node (physics) Computer network Wireless Mobile computing Mobile wireless sensor network Computation Wireless network Edge computing Telecommunications Algorithm

Metrics

166
Cited By
10.34
FWCI (Field Weighted Citation Impact)
51
Refs
0.98
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

IoT and Edge/Fog Computing
Physical Sciences →  Computer Science →  Computer Networks and Communications
Energy Efficient Wireless Sensor Networks
Physical Sciences →  Computer Science →  Computer Networks and Communications
Opportunistic and Delay-Tolerant Networks
Physical Sciences →  Computer Science →  Computer Networks and Communications
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