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Di Deng

6 accepted papers

2022

DPMPC-Planner: A real-time UAV trajectory planning framework for complex static environments with dynamic obstacles

ICRA 2022poster

Safe UAV navigation is challenging due to the complex environment structures, dynamic obstacles, and uncertainties from measurement noises and unpredictable moving obstacle behaviors. Although plenty of recent works achieve safe navigation in complex static environments with sophisticated mapping al…

Cited by 49SourceScholar
2021

Autonomous UAV Exploration of Dynamic Environments Via Incremental Sampling and Probabilistic Roadmap

RA-L 2021

Autonomous exploration requires robots to generate informative trajectories iteratively. Although sampling-based methods are highly efficient in unmanned aerial vehicle exploration, many of these methods do not effectively utilize the sampled information from the previous planning iterations, leadin

Cited by 135SourcecodeScholar
2020

Multi-UAV Coverage Path Planning for the Inspection of Large and Complex Structures

IROS 2020poster

We present a multi-UAV Coverage Path Planning (CPP) framework for the inspection of large-scale, complex 3D structures. In the proposed sampling-based coverage path planning method, we formulate the multi-UAV inspection applications as a multi-agent coverage path planning problem. By combining two N…

Cited by 84SourceScholar
2019

Constrained Heterogeneous Vehicle Path Planning for Large-area Coverage

IROS 2019poster

There is a strong demand for covering a large area autonomously by multiple UAVs (Unmanned Aerial Vehicles) supported by a ground vehicle. Limited by UAVs' battery life and communication distance, complete coverage of large areas typically involves multiple take-offs and landings to recharge batteri…

Cited by 22SourceScholar
2019

Coverage Path Planning using Path Primitive Sampling and Primitive Coverage Graph for Visual Inspection

IROS 2019poster

Planning the path to gather the surface information of the target objects is crucial to improve the efficiency of and reduce the overall cost, for visual inspection applications with Unmanned Aerial Vehicles (UAVs). Coverage Path Planning (CPP) problem is often formulated for these inspection applic…

Cited by 38SourceScholar
2018

Heterogeneous Vehicles Routing for Water Canal Damage Assessment

IROS 2018poster

In Japan, inspection of irrigation water canals has been mostly conducted manually. However, the huge demand for more regular inspections as infrastructure ages, coupled with the limited time window available for inspection, has rendered manual inspection increasingly insufficient. With shortened in…

Cited by 5SourceScholar