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Vol. 153, No. 6, June 2013, pp. 5-12

 

Bullet

 

Application and Research on Data Association in Target Recognition Based on D-S Evidence Reasoning Method
 
Xing Liu, Shoushan Jiang

School of Mechanical Engineering, Northwestern Polytechnical University

E-mail: hgyao1996@163.com

 

 

Received: 19 April 2013   /Accepted: 14 June 2013   /Published: 25 June 2013

Digital Sensors and Sensor Sysstems

 

Abstract: In order to solve the problem of target recognition in the complex environment of the multi-source detection, a kind of D-S evidence reasoning method based on data association is put forward. This paper analyzes the condition and method of data associated and evidence reasoning, also establishes the D-S evidential reasoning algorithm for target recognition based on data association. It uses four sensors on three target data correlation analysis and uses the model identification algorithm on the calculation of system detection capacity. Through the calculation of model establishment and contrast calculation, it proves that D-S evidence reasoning method based on data associated is more reliable than the traditional evidence reasoning method, and the recognition ability is higher. The results verify the effectiveness of the method.

 

Keywords: Information fusion, Data association, D-S evidence reasoning method, Target recognition

 

 

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