Search Results for author: Yumeng Xiu

Found 4 papers, 4 papers with code

Compositional Neural Certificates for Networked Dynamical Systems

1 code implementation25 Mar 2023 Songyuan Zhang, Yumeng Xiu, Guannan Qu, Chuchu Fan

Specifically, we treat a large networked dynamical system as an interconnection of smaller subsystems and develop methods that can find each subsystem a decentralized controller and an ISS Lyapunov function; the latter can be collectively composed to prove the global stability of the system.

A vision-based autonomous UAV inspection framework for unknown tunnel construction sites with dynamic obstacles

1 code implementation20 Jan 2023 Zhefan Xu, Baihan Chen, Xiaoyang Zhan, Yumeng Xiu, Christopher Suzuki, Kenji Shimada

Besides, our framework contains a novel dynamic map module that can simultaneously track dynamic obstacles and represent static obstacles based on an RGB-D camera.

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A real-time dynamic obstacle tracking and mapping system for UAV navigation and collision avoidance with an RGB-D camera

1 code implementation17 Sep 2022 Zhefan Xu, Xiaoyang Zhan, Baihan Chen, Yumeng Xiu, Chenhao Yang, Kenji Shimada

Although the popular voxel-based mapping methods can efficiently represent 3D obstacles with arbitrarily complex shapes, they can hardly distinguish between static and dynamic obstacles, leading to the limited performance of obstacle avoidance.

Autonomous Driving Collision Avoidance +1

Vision-aided UAV navigation and dynamic obstacle avoidance using gradient-based B-spline trajectory optimization

1 code implementation15 Sep 2022 Zhefan Xu, Yumeng Xiu, Xiaoyang Zhan, Baihan Chen, Kenji Shimada

Although they have shown success in static environments, due to the limitation of map representation, those methods cannot reliably handle static and dynamic obstacles simultaneously.

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