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Hua Lan

2 papers indexed

arxivcs.RO2026-07-12

SLIDER: Sparse History-Guided Aerial Robot Target Search using Sliding Local Maps

Xiaolei Hou, Zheng Pan, Hua Lan, Zhenghao Zou, Yinhong Chen, Chenxi Zhu, et al.

Efficient exploration and target search in large-scale unknown environments remain challenging for aerial robots due to the demands of broad spatial coverage, fine-grained perception, and real-time decision-making. This paper presents SLIDER, a lightweight and memory-efficient fr…

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arxivcs.ITeess.SY2026-07-09

On the Convergence of Belief Propagation for Multipath Data Association in Target Tracking

Kuilong Yang, Zengfu Wang, Hua Lan, Jing Fu

Belief propagation (BP) is widely used for data association (DA) in target tracking. Existing convergence analyses of BP for DA address only the two-way correspondence between targets and measurements, where each target generates at most one measurement per scan. Multipath DA (MP…

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