Strictly Localized Sensor Self-Deployment for Optimal Focused Coverage

We consider sensor self-deployment problem, constructing FOCUSED coverage (F-coverage) around a Point of Interest (POI), with novel evaluation metric, coverage radius. We propose to deploy sensors in polygon layers over a locally computable equilateral triangle tessellation (TT) for optimal F-coverage formation, and introduce two types of deployment polygon, H-polygon and C-polygon. We propose two strictly localized solution algorithms, Greedy Advance (GA), and Greedy-Rotation-Greedy (GRG). The two algorithms drive sensors to move along the TT graph to surround POI. In GA, nodes greedily proceed as close to POI as they can; in GRG, when their greedy advance is blocked, nodes rotate around POI along locally computed H- or C-polygon to a vertex where greedy advance can resume. We prove that they both yield a connected network with maximized hole-free area coverage. To our knowledge, they are the first localized sensor self-deployment algorithms that provide such coverage guarantee. We further analyze their coverage radius property. Our study shows that GRG guarantees optimal or near optimal coverage radius. Through extensive simulation we as well evaluate their performance on convergence time, energy consumption, and node collision.

[1]  Jiming Chen,et al.  Novel Deployment Schemes for Mobile Sensor Networks , 2007, Sensors.

[2]  Annalisa Massini,et al.  Snap and Spread: A Self-deployment Algorithm for Mobile Sensor Networks , 2008, DCOSS.

[3]  Jie Wu,et al.  Scan-Based Movement-Assisted Sensor Deployment Methods in Wireless Sensor Networks , 2007, IEEE Transactions on Parallel and Distributed Systems.

[4]  Thomas F. La Porta,et al.  Movement-assisted sensor deployment , 2004, IEEE INFOCOM 2004.

[5]  Kemal Akkaya,et al.  Autonomous actor positioning in wireless sensor and actor networks using stable-matching , 2010, Int. J. Parallel Emergent Distributed Syst..

[6]  Ivan Stojmenovic,et al.  Localized Distance-Sensitive Service Discovery in Wireless Sensor and Actor Networks , 2009, IEEE Transactions on Computers.

[7]  Ivan Stojmenovic,et al.  Localized Sensor Self-Deployment for Guaranteed Coverage Radius Maximization , 2009, 2009 IEEE International Conference on Communications.

[8]  Ivan Stojmenovic,et al.  Localized Self-Deployment of Mobile Sensors for Optimal Focused-Coverage Formation ( Technical Report ) , 2007 .

[9]  Yuanyuan Yang,et al.  Adaptive Triangular Deployment Algorithm for Unattended Mobile Sensor Networks , 2005, IEEE Transactions on Computers.

[10]  Sonia Martínez,et al.  Coverage control for mobile sensing networks , 2002, IEEE Transactions on Robotics and Automation.

[11]  Xiaohui Liang,et al.  BECAN: A Bandwidth-Efficient Cooperative Authentication Scheme for Filtering Injected False Data in Wireless Sensor Networks , 2012, IEEE Transactions on Parallel and Distributed Systems.

[12]  Jiming Chen,et al.  On Optimal Information Capture by Energy-Constrained Mobile Sensors , 2010, IEEE Transactions on Vehicular Technology.

[13]  C. Siva Ram Murthy,et al.  Maximizing Lifetime of Mobile Actors in Wireless Sensor and Actor Networks , 2010, Ad Hoc Sens. Wirel. Networks.

[14]  Mohammad Reza Meybodi,et al.  Dynamic Point Coverage Problem in Wireless Sensor Networks: A Cellular Learning Automata Approach , 2010, Ad Hoc Sens. Wirel. Networks.

[15]  Jennifer C. Hou,et al.  Maintaining Sensing Coverage and Connectivity in Large Sensor Networks , 2005, Ad Hoc Sens. Wirel. Networks.

[16]  Michele Garetto,et al.  A Distributed Sensor Relocatlon Scheme for Environmental Control , 2007, 2007 IEEE Internatonal Conference on Mobile Adhoc and Sensor Systems.

[17]  Gaurav S. Sukhatme,et al.  Mobile Sensor Network Deployment using Potential Fields : A Distributed , Scalable Solution to the Area Coverage Problem , 2002 .

[18]  Pramod K. Varshney,et al.  Energy-efficient deployment of Intelligent Mobile sensor networks , 2005, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[19]  Dong Xuan,et al.  On Deploying Wireless Sensors to Achieve Both Coverage and Connectivity , 2006, 2009 5th International Conference on Wireless Communications, Networking and Mobile Computing.

[20]  Ivan Stojmenovic,et al.  Focused-coverage by mobile sensor networks , 2009, 2009 IEEE 6th International Conference on Mobile Adhoc and Sensor Systems.

[21]  Ivan Stojmenovic,et al.  Sensor Placement in Sensor and Actuator Networks , 2010 .