Adaptive k -coverage contour evaluation and deployment in wireless sensor networks
Jang‐Ping Sheu, Guey-Yun Chang, Shan-Hung Wu, Yen-Ting Chen · ACM Transactions on Sensor Networks · 2013
The problem of coverage is a fundamental issue in wireless sensor networks. In this article, we consider two subproblems: k -coverage contour evaluation and k -coverage rate deployment. The former aims to evaluate, up to k , the coverage level of any location inside a monitored area, while the latter aims to determine the locations of a given set of sensors to guarantee the maximum increment of k -coverage rate when they are deployed into the area. For the k -coverage contour evaluation problem, a nonuniform-grid-based approach is proposed. We prove that the computation cost of our approach is at most the square root of existing solutions. Based on our k -coverage contour evaluation scheme, a greedy k -coverage rate deployment scheme ( k -CRD) is proposed, which is shown to be an order faster than existing studies for k -coverage rate deployment. The k -CRD can incorporate two different heuristics to further reduce its running time. Simulation results show that k -CRD with these heuristics can be significantly more time efficient without causing much degradation in the coverage rate of final deployment.