分布式卡尔曼滤波耦合动力学的最优协同监测策略

Charles Z. Liew, Raymond Shaw, Shi‐Dan Sun
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摘要

本文讨论了耦合异构动态,并在考虑不完全信息的情况下,提出了一种基于分布式卡尔曼滤波的最优协估计策略。实验结果表明,与单独DKF相比,所提出的共估计策略在噪声环境下对耦合异构监测状态的估计效果更好。
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Optimal co-monitoring strategy for coupled dynamics with distributed Kalman filtering
In this brief paper, coupled heterogeneous dynamic has been discussed and an optimal co-estimation with distributed Kalman filter strategy is proposed for monitoring such dynamic with consideration of incomplete information scenario. The experiment result shows that proposed co-estimation strategy obtains better effect to estimate the state of coupled heterogeneous monitoring under the noisy environment compared to separate DKF.
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