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Soft Computing

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18-01-2016 | Methodologies and Application

C-POEM: comprehensive performance optimization evaluation model for wireless sensor networks

Authors: Nan Jiang, Bin Li, Pingan Pan, Tao Wan, Lingfeng Liu

Published in: Soft Computing | Issue 12/2017

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Abstract

Performance optimization is one of the core issues in wireless sensor networks (WSNs). The existing efforts on performance optimization mainly consist of two research themes: power control and sleep scheduling. A well-designed network performance optimization method is not only close to the actual but also has good generality. There are many aspects that need to be studied. This paper aims to pursue a trade-off between network comprehensive performance and survival time by employing gain and cost to characterize the whole network performance. Towards this goal, a comprehensive performance optimization evaluation model based on complex network theory is proposed. In addition, a relevant optimization algorithm is proposed, which bears a number of merits such as low complexity and competitive performance. Simulation results show that WSNs have the best network average degree to make network obtain maximum income.

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Barabási AL, Albert R (1999) Emergence of scaling in random networks. Science286(5439):509–512

Corley H, Sha DY (1982) Most vital links and nodes in weighted networks. Oper Res Lett 1(4):157–160MathSciNetCrossRefMATH

Geyik S, Szymanski B, Zerfos P (2012) Robust dynamic service composition in sensor networks. IEEE Trans Serv Comput 6(4):560–572CrossRef

Latora V, Marchiori M (2007) A measure of centrality based on network efficiency. New J Phys 9(6):188CrossRef

Li X, Chen G (2003) A local-world evolving network model. Phys A Stat Mech Appl 328(1):274–286MathSciNetCrossRefMATH

Liu Y, Chen H, Yang C (2008) Research on topology optimization of complex networks based-on rank. In: Fourth international conference on natural computation, ICNC’08, vol 5. IEEE, New York, pp 267–271

Sun LM, Li JZ, Chen YM, Zhu H (2005) Wireless sensor networks. Tsinghua University Publication, Beijing, China

Watts DJ, Strogatz SH (1998) Collective dynamics of small-world networks. Nature 393(6684):440–442CrossRef

Wei-peng J, Ya-qiu L, Xue Z (2010) A novel technique for topology optimization based on Kleinberg model in wireless sensor networks. In: 3rd international symposium on systems and control in aeronautics and astronautics (ISSCAA). IEEE, New York, pp 1297–1303

Xuan Z, Feng-Ming Z, Wei-Ping Z, Wei Z, Fan Y (2012) Evaluating complex network functional robustness by node efficiency. Acta Phys Sin 61(19):190201

Yuan RK, Meng XR, Li MX, Wen XX (2012) Evaluation method for network invulnerability based on node importance. Huoli yu Zhihui Kongzhi 37(10):40–42

Zeng B, Wei J, Tao H (2008) Optimization of routing protocol robustness for wireless sensor network. In: 4th international conference on wireless communications, networking and mobile computing, WiCOM’08. IEEE, New York, pp 1–4

Zeng H, Shi Y, Hou Y, Lou W (2013) An efficient dof scheduling algorithm for multi-hop mimo networks. IEEE INFOCOM (Turin, Italy) 2013:1330–1338

Zeng H, Shi Y, Hou Y, Zhu R, Lou W (2014) A novel mimo dof model for multi-hop networks. IEEE Netw 28:81–85CrossRef

Zeng H, Shi Y, Hou Y, Lou W, Kompella S, Midkiff S (2015) An analytical model for interference alignment in multi-hop mimo networks. IEEE Trans Mobile Comput. doi:10.1109/TMC.2015.2410772

Zhang X (2009) Model design of wireless sensor network based on scale-free network theory. In: 5th international conference on wireless communications, networking and mobile computing, WiCom’09. IEEE, New York, pp 1–4

Zhang X, Lu SL, Chen GH, Chen DX, Xie L (2007) Topology control for wireless sensor networks. Ruan Jian Xue Bao (J Softw) 18(4):943–954

Zhao YJ, Govindan R, Estrin D (2002) Residual energy scan for monitoring sensor networks. In: Wireless communications and networking conference, WCNC2002, vol 1. IEEE, New York, pp 356–362

Zhao L, Lai YC, Park K, Ye N (2005) Onset of traffic congestion in complex networks. Phys Rev E 71(2):026125

Title: C-POEM: comprehensive performance optimization evaluation model for wireless sensor networks
Authors: Nan Jiang
Bin Li
Pingan Pan
Tao Wan
Lingfeng Liu
Publication date: 18-01-2016
Publisher: Springer Berlin Heidelberg
Published in: Soft Computing / Issue 12/2017
Print ISSN: 1432-7643
Electronic ISSN: 1433-7479
DOI: https://doi.org/10.1007/s00500-015-2015-8

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