A Dedicated Genetic Algorithm for Localization of Moving Magnetic Objects

Sensors (Basel). 2015 Sep 18;15(9):23788-804. doi: 10.3390/s150923788.

Abstract

A dedicated Genetic Algorithm (GA) has been developed to localize the trajectory of ferromagnetic moving objects within a bounded perimeter. Localization of moving ferromagnetic objects is an important tool because it can be employed in situations when the object is obscured. This work is innovative for two main reasons: first, the GA has been tuned to provide an accurate and fast solution to the inverse magnetic field equations problem. Second, the algorithm has been successfully tested using real-life experimental data. Very accurate trajectory localization estimations were obtained over a wide range of scenarios.

Keywords: genetic algorithms; magnetic dipoles; magnetic sensors; tracking problems.