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cs.RO2025
Supervisory Measurement-Guided Noise Covariance Estimation
Haoying Li, Yifan Peng, Xinghan Li +1
Reliable state estimation hinges on accurate specification of sensor noise covariances, which weigh heterogeneous measurements. In practice, these covariances are difficult to iden…
cs.RO2024
Distributed Invariant Kalman Filter for Object-level Multi-robot Pose SLAM
Haoying Li, Qingcheng Zeng, Haoran Li +2
Cooperative localization and target tracking are essential for multi-robot systems to implement high-level tasks. To this end, we propose a distributed invariant Kalman filter base…