NAN Guo-fang, CHEN Zhong-nan. Deployment Algorithm of Mobile Sensing Nodes Based on Evolutionary Optimization[J]. Acta Electronica Sinica, 2012, 40(5): 1017-1022.
NAN Guo-fang, CHEN Zhong-nan. Deployment Algorithm of Mobile Sensing Nodes Based on Evolutionary Optimization[J]. Acta Electronica Sinica, 2012, 40(5): 1017-1022. DOI: 10.3969/j.issn.0372-2112.2012.05.025.
Optimal deployment of sensor nodes in mobile sensor networks directly influences energy consumption of the network
surveillance ability of the monitoring area and network lifetime.The deployment problem is modeled as a multi-objective optimization model in terms of network coverage and energy consumption
a genetic algorithm based solution for sensor deployment is then proposed in a centralized manner.We evaluate our approach by applying it to a certain kind of initially central deployment model
and compare its performance with that of Vector based algorithm
Voronoi based algorithm and Boundary expansion with virtual force algorithm
and the simulation results show that the proposed algorithm achieves the maximum coverage
while guarantees network connectivity and the minimum energy consumption