Sensor placement determination for range-difference positioning using evolutionary multi-objective optimization

作者:

Highlights:

• Sensor placement according to different performance measures obtained from the CRLB.

• The proposed approach is valid for different positioning technologies.

• Simulations are performed for an infrared positioning system used as example.

• The examples obtain sensor placements using two and three objectives.

• We show the relevance of the multiobjective optimization analyzing the Pareto fronts.

摘要

•Sensor placement according to different performance measures obtained from the CRLB.•The proposed approach is valid for different positioning technologies.•Simulations are performed for an infrared positioning system used as example.•The examples obtain sensor placements using two and three objectives.•We show the relevance of the multiobjective optimization analyzing the Pareto fronts.

论文关键词:Indoor positioning,Sensor placement,Infrared sensors,Multi-objective evolutionary optimization,Decision support systems

论文评审过程:Received 27 January 2015, Revised 13 November 2015, Accepted 13 November 2015, Available online 22 November 2015, Version of Record 7 December 2015.

论文官网地址:https://doi.org/10.1016/j.eswa.2015.11.008