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Anti-bias Association Algorithm for Automatic Identification System and Radar Based on Bias Detection |
Qi Lin Cui Ya-qi Xiong Wei Wang Cong |
(Institute of Information Fusion, Naval Aeronautical and Astronautically University, Yantai 264001, China) |
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Abstract The classical multi-sensor anti-bias association algorithms require complex calculation procedure, can not be used in real-time condition, for instance the algorithms based on image matching and reference topology feature. On the basis of tracks distribution feature on sea surface and Cell-Average Constant False Alarm Rate (CA-CFAR) detection theory, a real-time anti-bias association algorithm for Automatic Identification System (AIS) and the data track of radar is proposed, named confidential-association algorithm, to make real-time radar systematic error registration and multi-sensor information fusion come true. Monte-Carlo simulation results show that the accuracy of confidential-association algorithm maintains on a high level on the sea-surface environment, it has the superiority of simply calculation procedure and substantially reduces run-time in comparison to current anti-bias association algorithms. Radar automatically registration technique based on confidential-association algorithm reduces average error of the measured data by nearly 90%.
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Received: 24 November 2014
Published: 09 June 2015
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Corresponding Authors:
Qi Lin
E-mail: 3278pirate@163.com
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