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Author

Mingyu Lu

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Open access Jul 2026

QAOA-coupled urban congestion prediction and dynamic path optimization for low-altitude traffic monitoring scenarios

Results indicate that the proposed hybrid framework that combines a spatiotemporal graph attention network with the Quantum Approximate Optimization Algorithm for joint congestion prediction and path optimization is effective for integrated traffic prediction and dynamic path planning.

Qian Sun, Wenni Xiao, Fang-Fang Wu et al. · 0 citations
Jul 2026

A data fusion strategy for distributed multi-source heterogeneous sensors

This study systematically analyzes the failure mechanisms of multimodal sensors and proposes an innovative distributed data fusion strategy that improves target recognition accuracy, meets real-time perception latency constraints, and significantly enhances the robustness of environmental perception systems.

Bi-Xin Cai, Dongjuan Wei, Ye Mei et al. · 0 citations

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