Ferromagnetic Mass Localization in Check Point Configuration Using a Levenberg Marquardt Algorithm

Sensors

Roger Alimi²  Nir Geron²  Eyal Weiss¹ 

[1] Propulsion Physics Division, Soreq NRC, Yavne 81800, Israel;

关键词: magnetic moment localization;    magnetic sensors;    Levenberg Marquardt Algorithm;   

DOI  :  10.3390/s91108852

来源: mdpi

【 摘 要 】

A detection and tracking algorithm for ferromagnetic objects based on a two stage Levenberg Marquardt Algorithm (LMA) is presented. The procedure is applied to localization and magnetic moment estimation of ferromagnetic objects moving in the vicinity of an array of two to four 3-axis magnetometers arranged as a check point configuration. The algorithms first stage provides an estimation of the target trajectory and moment that are further refined using a second iteration where only the position vector is taken as unknown. The whole procedure is fast enough to provide satisfactory results within a few seconds after the target has been detected. Tests were conducted in Soreq NRC assessing various check point scenarios and targets. The results obtained from this experiment show good localization performance and good convivial with “noisy” environment. Small targets can be localized with good accuracy using either a vertical “doorway” two to four sensors configuration or ground level two to four sensors configuration. The calculated trajectory was not affected by nearby magnetic interference such as moving vehicles or a combat soldier inspecting the gateway.

【 授权许可】

CC BY   
© 2009 by the authors; licensee Molecular Diversity Preservation International, Basel, Switzerland.