Indonesian Journal of Electrical Engineering and Computer Science
Vol 12, No 6: June 2014

Research on Warehouse Target Locating and Tracking Based on EKF and UKF

Bian Guangrong (Air Force Service College)
Kong Fancheng (Air Force Service College)
Zhang Honghai (Air Force Service College)
Cao Jinrong (Air Force Service College)
Shi Hongyan (Air Force Service College)



Article Info

Publish Date
01 Jun 2014

Abstract

The paper firstly established the warehouse target locating and tracking system model based on wireless sensor networks. The principle of Location and tracking is applying maximum likelihood estimation algorithm of multilateral measurement method to calculating the coordinates of the unknown node. According to monitoring motion trajectory of the same unknown target node within a continuous period of time, the motion equation can be established. When the state equation of warehouse target tracking system is non-linear, EKF and UKF filtering algorithm are respectively applied to acquiring the state estimate of the warehouse target motion equation, so as to achieve the effective tracking of warehouse target. DOI : http://dx.doi.org/10.11591/telkomnika.v12i6.5063

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