Method of multi-sensor optimal deployment for area coverage
- Resource Type
- Conference
- Authors
- Yu, Zhou; Shan, Ganlin; Xu, Gongguo; Duan, Xiusheng
- Source
- 2018 International Conference on Electronics Technology (ICET) Electronics Technology (ICET), 2018 International Conference on. :116-119 May, 2018
- Subject
- Engineering Profession
Radar
Optimization
Particle swarm optimization
Wireless sensor networks
Genetic algorithms
Modeling
Ad hoc networks
collaborative detection
area coverage
battlefield geography
multi-sensor
optimal deployment
GA-PSO
- Language
To solve the problem of sensor optimal deployment in the constrained conditions, this paper propose a multi-sensor optimal deployment method based on Genetic Particle Swarm Optimization (GA-PSO). The method firstly meshes the battlefield geography environment and establishes the constraint matrix of deployment. Then, the objective optimization function based on detection coverage is established. Finally, the Genetic Particle Swarm Optimization is used to solve the optimal position of the sensor. Simulation verifies the effectiveness.