Multiscale data fusion for multi-sensor single model dynamic systems

被引:0
作者
Wen, C.L. [1 ]
机构
[1] Dept. of Automat., Tsinghua Univ., Beijing 100084, China
来源
Tien Tzu Hsueh Pao/Acta Electronica Sinica | 2001年 / 29卷 / 03期
关键词
Algorithms - Computer simulation - Estimation - Kalman filtering - Mathematical models - Signal processing - Wavelet transforms;
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中图分类号
学科分类号
摘要
Using the thought of multiscale analysis, we combine the model-based analysis method with the multiscale signal transformation method and propose a new algorithm of multiscale fusion estimation based on multi-sensor single model. At each scale we obtain the fusion estimates by use of all sensors at finer scales, which can be effectively used for data fusion estimation for dynamic systems with multi-sensors at multirate sampling.
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页码:341 / 345
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