A Uniformly Distributed Mobile Sensor Nodes Deployment Strategy Using Swarm Intelligence

WSN consists of spatially dispersed and dedicated sensors for monitoring the physical conditions of the universe and organizing the collected data at a central location. WSN incorporates a gateway that provides wireless connectivity back to the wired world and distributed sensor nodes. Various applications have been proposed for WSN like Ecosystem and Seismic monitoring, where deployment of nodes in a suitable manner is of an immense concern. Currently, sensor nodes are mobile in nature and they are deployed at an accelerated pace. This chapter focuses on developing the mobile nodes in an apt technique to meet the needs of WSNs properly. It considers the swarm intelligence-based movement strategies with the assistance of local communications through which the randomly deployed sensors can arrange themselves to reach the optimal placement to meet the issues like lower cost, lower power consumption, simpler computation, and better sensing of the total area.

[1]  Kay Römer,et al.  The design space of wireless sensor networks , 2004, IEEE Wireless Communications.

[2]  Fabio Mancinelli,et al.  Leveraging the Web Platform for Ambient Computing: An Experience , 2008, Int. J. Ambient Comput. Intell..

[3]  Upasana Sharma,et al.  Improvement the Performance Of Mobility Pattern In Mobile Ad-Hoc Sensor Network using Qualnet 5.0 , 2012 .

[4]  Jun Zheng,et al.  Wireless Sensor Networks: A Networking Perspective , 2009 .

[5]  Wen-Hwa Liao,et al.  A sensor deployment approach using glowworm swarm optimization algorithm in wireless sensor networks , 2011, Expert Syst. Appl..

[6]  Siba K. Udgata,et al.  Coverage and Deployment Algorithms in Wireless Sensor Networks , 2011 .

[7]  Gianluca Aloi,et al.  Particle swarm optimization schemes based on consensus for wireless sensor networks , 2012, PM2HW2N '12.

[8]  Haiping Huang,et al.  Sensor Node Deployment in Wireless Sensor Networks based on Ionic Bond-Directed Particle Swarm Optimization , 2014 .

[9]  Winston Khoon Guan Seah,et al.  Reliability in wireless sensor networks: A survey and challenges ahead , 2015, Comput. Networks.

[10]  Paramartha Dutta,et al.  Handbook of Research on Swarm Intelligence in Engineering , 2015 .

[11]  Pandian Vasant,et al.  Swarm Intelligence-Based Optimization for PHEV Charging Stations , 2015 .

[12]  KwangEui Lee,et al.  An Automated Sensor Deployment Algorithm Based on Swarm Intelligence for Ubiquitous Environment , 2007 .

[13]  Yongjian Fu,et al.  Improving Mobile Web Navigation Using N-Grams Prediction Models , 2007, Int. J. Intell. Inf. Technol..

[14]  Haitao Zhang,et al.  A Review on Node Deployment of Wireless Sensor Network , 2012 .

[15]  Naser El-Sheimy,et al.  Wireless Sensor Network: Research vs. Reality Design and Deployment Issues , 2007, Fifth Annual Conference on Communication Networks and Services Research (CNSR '07).

[16]  V. Sugumaran The Inaugural Issue of the International Journal of Intelligent Information Technologies , 2005 .

[17]  Mohamed F. Younis,et al.  A survey on routing protocols for wireless sensor networks , 2005, Ad Hoc Networks.

[18]  H. P. Sinha,et al.  Reliable Data Transportation in Wireless Sensor Networks , 2013 .

[19]  Ganesh K. Venayagamoorthy,et al.  Particle Swarm Optimization in Wireless-Sensor Networks: A Brief Survey , 2011, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

[20]  Harald Vogt,et al.  Protocols for Secure Communication in Wireless Sensor Networks , 2009 .

[21]  Muddassar Farooq,et al.  Swarm intelligence based routing protocol for wireless sensor networks: Survey and future directions , 2011, Inf. Sci..

[22]  Yacine Rezgui,et al.  A Web Services Implementation of a User-Centered Knowledge Management Platform for the Construction Industry , 2005, Int. J. Intell. Inf. Technol..

[23]  Mohammadjavad Abbasi,et al.  Bioinspired Evolutionary Algorithm Based for Improving Network Coverage in Wireless Sensor Networks , 2014, TheScientificWorldJournal.

[24]  Ying Wang,et al.  Network Lifetime and Throughput Maximization in Wireless Sensor Networks with a Path-Constrained Mobile Sink , 2010, 2010 International Conference on Communications and Mobile Computing.

[25]  D. Puccinelli,et al.  Wireless sensor networks: applications and challenges of ubiquitous sensing , 2005, IEEE Circuits and Systems Magazine.

[26]  N. Devarajan,et al.  Multiobjective Sensor Node Deployement in Wireless Sensor Networks , 2012 .

[27]  Neelam Srivastava Challenges of Next-Generation Wireless Sensor Networks and its impact on Society , 2010, ArXiv.