الباحثون

Bing Sun

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UCON: Uncertainty-aware Navigation with Historical Re-association in Dynamic Environments

Bing Sun, Yue Lin, Yongsheng Yuan وآخرون · 2026

Autonomous navigation in dynamic environments is hindered by two fundamental challenges: perception instability and uncertainty-optimization mismatch. The former leads to identity switches and unreliable motion estimation, while the latter prevents principled incorporation of motion uncertainty into trajectory optimiza …

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