PEECA: PSO-Based Energy Efficient Clustering Algorithm for Wireless Sensor Networks

In previous years, wireless sensor networks (WSNs) have fascinated lot of consideration from the scientific and technical society. The distributed characteristics and dynamic topology of sensor networks initiates very peculiar necessities in routing schemes that supposed to be met. The key feature of efficient routing protocol is energy expenditure and extension in lifetime of network. In past few years, various routing algorithms have been presented for WSNs. In this work, we focus on cluster based routing algorithms and propose a new algorithm for routing in WSNs. We perform the analysis of our new cluster based algorithms with existing algorithm on the basis of performance metrics. Simulation results shows that proposed algorithm outperform the other existing algorithms of his category.

[1]  Daniel Minoli,et al.  Wireless Sensor Networks: Technology, Protocols, and Applications , 2007 .

[2]  Vu Chien Thang,et al.  A Performance Evaluation of Improved IPv6 Routing Protocol for Wireless Sensor Networks , 2016 .

[3]  Nuray At,et al.  A New Energy Efficient Clustering-based Protocol for Heterogeneous Wireless Sensor Networks , 2015 .

[4]  Pooja Rani,et al.  A Review on Routing Protocols in Wireless Sensor Network , 2015 .

[5]  Li Qing,et al.  Design of a distributed energy-efficient clustering algorithm for heterogeneous wireless sensor networks , 2006, Comput. Commun..

[6]  Rajesh Kumar,et al.  Realisation of a cluster-based protocol using fuzzy C-means algorithm for wireless sensor networks , 2013, IET Wirel. Sens. Syst..

[7]  Guan Xin,et al.  EEHCA: An Energy-Efficient Hierarchical Clustering Algorithm for Wireless Sensor Networks , 2008 .

[8]  Mohamed F. Younis,et al.  Energy-aware management for cluster-based sensor networks , 2003, Comput. Networks.

[9]  Ian F. Akyildiz,et al.  Wireless sensor networks: a survey , 2002, Comput. Networks.

[10]  Hiroshi Ishii,et al.  A Survey on the Taxonomy of Cluster-Based Routing Protocols for Homogeneous Wireless Sensor Networks , 2012, Sensors.

[11]  Jinglun Shi,et al.  Clustering Routing Algorithms In Wireless Sensor Networks: An Overview , 2012, KSII Trans. Internet Inf. Syst..

[12]  Wei Kuang Lai,et al.  Arranging cluster sizes and transmission ranges for wireless sensor networks , 2012, Inf. Sci..

[13]  Samir Khuller,et al.  A clustering scheme for hierarchical control in multi-hop wireless networks , 2001, Proceedings IEEE INFOCOM 2001. Conference on Computer Communications. Twentieth Annual Joint Conference of the IEEE Computer and Communications Society (Cat. No.01CH37213).

[14]  Ameer Ahmed Abbasi,et al.  A survey on clustering algorithms for wireless sensor networks , 2007, Comput. Commun..

[15]  Santar Pal Singh,et al.  Secure Clustering Protocols in Wireless Sensor Networks , 2016 .

[16]  Santar Pal Singh,et al.  A Survey on Cluster Based Routing Protocols in Wireless Sensor Networks , 2015 .

[17]  Joni Birla.  Energy Efficient Routing Protocols in Wireless Sensor Network , 2012 .

[18]  Anantha P. Chandrakasan,et al.  An application-specific protocol architecture for wireless microsensor networks , 2002, IEEE Trans. Wirel. Commun..

[19]  Gregory J. Pottie,et al.  Protocols for self-organization of a wireless sensor network , 2000, IEEE Wirel. Commun..

[20]  Wendi B. Heinzelman,et al.  Prolonging the lifetime of wireless sensor networks via unequal clustering , 2005, 19th IEEE International Parallel and Distributed Processing Symposium.

[21]  James Kennedy,et al.  Particle swarm optimization , 2002, Proceedings of ICNN'95 - International Conference on Neural Networks.