Maximizing Coverage in a Connected and K-Covered Wireless Sensor Network Using Genetic Algorithms
Tahir Emre Kalaycı, Kasım Sinan Yıldırım, Aybars Uğur · 2008
Abstract—We are interested in an initial deployment strat-egy that maximizes the coverage area of wireless sensor network while preserving connectivity between nodes provided that all given hotspot regions are covered by at least k sensors. Sensing coverage of a sensor network characterizes how well an area is monitored or tracked by sensors. Connectivity is an important requirement that shows how nodes in a sensor network can effectively communicate. Some hotspot areas in the network are more important than other areas and need to be covered by more sensors. We propose a genetic algorithm based solution to find an optimal sensor node distribution. Experimental results are presented to evaluate our algorithm.