A new adaptive weighted fusion algorithm for multi-sensor tracking
Presents a technique for the online adaptive weighted fusion algorithm for multi-sensor tracking. The algorithm consists three steps: (i) estimation of the variance of the sensor's measurements noise using statistical theory; (ii) adjustment of the fused sensor's weight coefficient accordi...
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Published in | Proceedings. International Conference on Machine Learning and Cybernetics Vol. 1; pp. 285 - 287 vol.1 |
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Main Authors | , |
Format | Conference Proceeding |
Language | English |
Published |
IEEE
2002
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Abstract | Presents a technique for the online adaptive weighted fusion algorithm for multi-sensor tracking. The algorithm consists three steps: (i) estimation of the variance of the sensor's measurements noise using statistical theory; (ii) adjustment of the fused sensor's weight coefficient according to the sensor's noise variance change; (iii) prediction of the next target position using the "current" statistical model and a Kalman filter method. Computer simulation results are presented to demonstrate the performance of this approach. |
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AbstractList | Presents a technique for the online adaptive weighted fusion algorithm for multi-sensor tracking. The algorithm consists three steps: (i) estimation of the variance of the sensor's measurements noise using statistical theory; (ii) adjustment of the fused sensor's weight coefficient according to the sensor's noise variance change; (iii) prediction of the next target position using the "current" statistical model and a Kalman filter method. Computer simulation results are presented to demonstrate the performance of this approach. |
Author | Jiang Zhao Shi-Qiang Hu |
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Snippet | Presents a technique for the online adaptive weighted fusion algorithm for multi-sensor tracking. The algorithm consists three steps: (i) estimation of the... |
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StartPage | 285 |
SubjectTerms | Acceleration Bayesian methods Coordinate measuring machines Cybernetics Estimation theory Filters Fuzzy logic Fuzzy sets Sensor systems Target tracking |
Title | A new adaptive weighted fusion algorithm for multi-sensor tracking |
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