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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Qiaoyu Li

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Aug 2026

A Stable Adaptive Kalman Filter with Decay‐Factor Recursive Covariance Estimation

Existing adaptive Kalman filters for unknown and time‐varying noise statistics often exhibit numerical instability arising from the coupling between state and noise estimation. To overcome these issues, this paper proposes a Stable Adaptive Kalman Filter with Decay‐Factor Recursive Covariance Estimation (SAKF‐DFRCE)....

Ya-Tao Liu, Xiao-Xue Li, Ran Yan et al. · 0 citations

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