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The urban environment is amongst the most difficult domains for autonomous vehicles. The vehicle must be able to plan a safe route on challenging road layouts, in the presence of various dynamic traffic participants such as vehicles,…

最优化与控制 · 数学 2022-10-06 Robin Smit , Chris van der Ploeg , Arjan Teerhuis , Emilia Silvas

Despite over a decade of development, autonomous driving trajectory planning in complex urban environments continues to encounter significant challenges. These challenges include the difficulty in accommodating the multi-modal nature of…

机器人学 · 计算机科学 2026-02-04 Hongbiao Zhu , Liulong Ma , Xian Wu , Xin Deng , Xiaoyao Liang

Trajectory planning for quadrotors in cluttered environments has been challenging in recent years. While many trajectory planning frameworks have been successful, there still exists potential for improvements, particularly in enhancing the…

机器人学 · 计算机科学 2024-06-17 Pengyu Wang , Jiawei Tang , Hin Wang Lin , Fan Zhang , Chaoqun Wang , Jiankun Wang , Ling Shi , Max Q. -H. Meng

This paper presents a novel learning-based trajectory planning framework for quadrotors that combines model-based optimization techniques with deep learning. Specifically, we formulate the trajectory optimization problem as a quadratic…

机器人学 · 计算机科学 2023-12-05 Yuwei Wu , Xiatao Sun , Igor Spasojevic , Vijay Kumar

Quadrotor flight is an extremely challenging problem due to the limited control authority encountered at the limit of handling. Model Predictive Contouring Control (MPCC) has emerged as a promising model-based approach for time optimization…

机器人学 · 计算机科学 2024-06-17 Maria Krinner , Angel Romero , Leonard Bauersfeld , Melanie Zeilinger , Andrea Carron , Davide Scaramuzza

Agile flights of autonomous quadrotors in cluttered environments require constrained motion planning and control subject to translational and rotational dynamics. Traditional model-based methods typically demand complicated design and heavy…

机器人学 · 计算机科学 2022-09-23 Yixiao Wang , Bingheng Wang , Shenning Zhang , Han Wei Sia , Lin Zhao

This paper presents PANTHER, a real-time perception-aware (PA) trajectory planner for multirotor-UAVs (Unmanned Aerial Vehicles) in dynamic environments. PANTHER plans trajectories that avoid dynamic obstacles while also keeping them in the…

机器人学 · 计算机科学 2022-03-23 Jesus Tordesillas , Jonathan P. How

This paper presents a review of the design and application of model predictive control strategies for Micro Aerial Vehicles and specifically multirotor configurations such as quadrotors. The diverse set of works in the domain is organized…

机器人学 · 计算机科学 2020-11-24 Huan Nguyen , Mina Kamel , Kostas Alexis , Roland Siegwart

We describe a method for formation-change trajectory planning for large quadrotor teams in obstacle-rich environments. Our method decomposes the planning problem into two stages: a discrete planner operating on a graph representation of the…

机器人学 · 计算机科学 2017-07-25 James A. Preiss , Wolfgang Hönig , Nora Ayanian , Gaurav S. Sukhatme

This paper presents a novel trajectory planning method for aerial perching. Compared with the existing work, the terminal states and the trajectory durations can be adjusted adaptively, instead of being determined in advance. Furthermore,…

机器人学 · 计算机科学 2022-07-20 Jialin Ji , Tiankai Yang , Chao Xu , Fei Gao

In general, optimal motion planning can be performed both locally and globally. In such a planning, the choice in favour of either local or global planning technique mainly depends on whether the environmental conditions are dynamic or…

机器人学 · 计算机科学 2023-01-31 Geesara Kulathunga , Alexandr Klimchik

This study explores modeling and control for quadrotor acrobatics, focusing on executing flip maneuvers. Flips are an elegant way to deliver sensor probes into no-fly or hazardous zones, like volcanic vents. Successful flips require…

机器人学 · 计算机科学 2024-02-01 Saransh Jain , Yash Shethwala , Jnaneshwar Das

Autonomous drones have gained considerable attention for applications in real-world scenarios, such as search and rescue, inspection, and delivery. As their use becomes ever more pervasive in civilian applications, failure to ensure safe…

机器人学 · 计算机科学 2025-07-24 Theodoros Tavoulareas , Marzia Cescon

Trajectory replanning for quadrotors is essential to enable fully autonomous flight in unknown environments. Hierarchical motion planning frameworks, which combine path planning with path parameterization, are popular due to their time…

机器人学 · 计算机科学 2019-06-25 Wenchao Ding , Wenliang Gao , Kaixuan Wang , Shaojie Shen

Local wind conditions strongly influence drone performance: headwinds increase flight time, crosswinds and wind shear hinder agility in cluttered spaces, while tailwinds reduce travel time. Although adaptive controllers can mitigate…

机器人学 · 计算机科学 2026-03-11 Khuzema Habib , Pranav Deshakulkarni Manjunath , Kasra Torshizi , Troi Williams , Pratap Tokekar

Communication-aware trajectory generation for unmanned aerial vehicles (UAVs) operating in urban environments requires simultaneous consideration of vehicle dynamics, wireless communication quality, obstacle avoidance, and onboard energy…

系统与控制 · 电气工程与系统科学 2026-05-26 Prateek Priyaranjan Pradhan , Ketan Rajawat , Mangal Kothari

Combining an energy-efficient drone with a high-capacity truck for last-mile package delivery can benefit operators and customers by reducing delivery times and environmental impact. However, directly integrating drone flight dynamics into…

最优化与控制 · 数学 2025-07-23 Yineng Sun , Armin Fügenschuh , Vikrant Vaze

This paper presents a scalable online algorithm to generate safe and kinematically feasible trajectories for quadrotor swarms. Existing approaches rely on linearizing Euclidean distance-based collision constraints and on axis-wise…

机器人学 · 计算机科学 2023-03-10 Vivek K. Adajania , Siqi Zhou , Arun Kumar Singh , Angela P. Schoellig

We present a dynamic path planning algorithm to navigate an amphibious rotor craft through a concave time-invariant obstacle field while attempting to minimize energy usage. We create a nonlinear quaternion state model that represents the…

机器人学 · 计算机科学 2023-01-04 Ilya Semenov , Robert Brown , Michael Otte

Given the increasing popularity and demand for connected and autonomous vehicles (CAVs), Eco-driving and platooning in highways and urban areas to increase the efficiency of the traffic system is becoming a possibility. This paper presents…

系统与控制 · 电气工程与系统科学 2023-01-19 Hao Zhen , Sahand Mosharafian , Jidong J. Yang , Javad Mohammadpour Velni