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Spatial information is often expressed using qualitative terms such as natural language expressions instead of coordinates; reasoning over such terms has several practical applications, such as bus routes planning. Representing and…

We present a scalable and effective multi-agent safe motion planner that enables a group of agents to move to their desired locations while avoiding collisions with obstacles and other agents, with the presence of rich obstacles,…

机器人学 · 计算机科学 2020-12-17 Jingkai Chen , Jiaoyang Li , Chuchu Fan , Brian Williams

We propose an iterative method for nonlinear semidefinite programs with box constraints. The search direction in the proposed method utilizes the distance from the current point to the boundary of a feasible set. The computation of the…

最优化与控制 · 数学 2015-05-15 Akihiko Komatsu , Makoto Yamashita

We study the problem of constructing a data structure that can store a two-dimensional polygonal curve $P$, such that for any query segment $\overline{ab}$ one can efficiently compute the Fr\'{e}chet distance between $P$ and…

计算几何 · 计算机科学 2022-03-04 Maike Buchin , Ivor van der Hoog , Tim Ophelders , Lena Schlipf , Rodrigo I. Silveira , Frank Staals

In this work, we propose a method to efficiently compute smooth, time-optimal trajectories for micro aerial vehicles (MAVs) evading a moving obstacle. Our approach first computes an n-dimensional trajectory from the start- to an arbitrary…

机器人学 · 计算机科学 2019-08-07 Marius Beul , Sven Behnke

Path planning is a major problem in autonomous vehicles. In recent years, with the increase in applications of Unmanned Aerial Vehicles (UAVs), one of the main challenges is path planning, particularly in adversarial environments. In this…

机器人学 · 计算机科学 2020-04-21 Mohammad Reza Ranjbar Divkoti , Mostafa Nouri-Baygi

An articulated body is defined as a finite number of rigid bodies connected by a set of arbitrary constraints that limit the relative motion between pairs of bodies. Such a general definition encompasses a wide variety of situations in the…

计算物理 · 物理学 2024-07-12 Florencio Balboa Usabiaga , Blaise Delmotte

Autonomous terrain traversal of articulated tracked robots can reduce operator cognitive load to enhance task efficiency and facilitate extensive deployment. We present a novel hybrid trajectory optimization method aimed at generating…

机器人学 · 计算机科学 2023-11-27 Zhengzhe Xu , Yanbo Chen , Zhuozhu Jian , Junbo Tan , Xueqian Wang , Bin Liang

We consider the motion planning problem for a point constrained to move along a smooth closed convex path of bounded curvature. The workspace of the moving point is bounded by a convex polygon with m vertices, containing an obstacle in a…

计算几何 · 计算机科学 2007-05-23 Jean-Daniel Boissonnat , Jurek Czyzowicz , Olivier Devillers , Jean-Marc Robert , Mariette Yvinec

Optimal transport (OT) has become exceedingly popular in machine learning, data science, and computer vision. The core assumption in the OT problem is the equal total amount of mass in source and target measures, which limits its…

机器学习 · 计算机科学 2023-08-08 Yikun Bai , Berhnard Schmitzer , Mathew Thorpe , Soheil Kolouri

Real-world environments are inherently uncertain, and to operate safely in these environments robots must be able to plan around this uncertainty. In the context of motion planning, we desire systems that can maintain an acceptable level of…

机器人学 · 计算机科学 2020-03-18 Charles Dawson , Ashkan Jasour , Andreas Hofmann , Brian Williams

Consider a set $P$ of $n$ points in $\mathbb{R}^d$. In the discrete median line segment problem, the objective is to find a line segment bounded by a pair of points in $P$ such that the sum of the Euclidean distances from $P$ to the line…

计算几何 · 计算机科学 2022-02-16 Ovidiu Daescu , Ka Yaw Teo

Projection methods are popular algorithms for iteratively solving feasibility problems in Euclidean or even Hilbert spaces. They employ (selections of) nearest point mappings to generate sequences that are designed to approximate a point in…

最优化与控制 · 数学 2019-01-25 Heinz H. Bauschke , Sylvain Gretchko , Walaa M. Moursi

Trajectory planning for mobile robots in cluttered environments remains a major challenge due to narrow passages, where conventional methods often fail or generate suboptimal paths. To address this issue, we propose the adaptive trajectory…

机器人学 · 计算机科学 2025-10-31 Hahjin Lee , Young J. Kim

Efficient trajectory optimization is essential for avoiding collisions in unstructured environments, but it remains challenging to have both speed and quality in the solutions. One reason is that second-order optimality requires calculating…

机器人学 · 计算机科学 2021-11-04 Changhao Wang , Jeffrey Bingham , Masayoshi Tomizuka

The angle between two compressed sparse vectors subject to the norm/distance constraints imposed by the restricted isometry property (RIP) of the sensing matrix plays a crucial role in the studies of many compressive sensing (CS) problems.…

信息论 · 计算机科学 2016-11-18 Ling-Hua Chang , Jwo-Yuh Wu

For the classical N-body problem, an approach is proposed based on the introduction of some natural in the physical sense optimization problems of mathematical programming for finding a conditional minimum for the characteristics of the…

动力系统 · 数学 2023-07-26 Igor Pavlov

Given a finite metric space $(V,d)$, an approximate distance oracle is a data structure which, when queried on two points $u,v \in V$, returns an approximation to the the actual distance between $u$ and $v$ which is within some bounded…

数据结构与算法 · 计算机科学 2016-12-19 Michael Dinitz , Zeyu Zhang

This paper presents a spatial-based trajectory planning method for automated vehicles under actuator, obstacle avoidance, and vehicle dimension constraints. Starting from a nonlinear kinematic bicycle model, vehicle dynamics are transformed…

系统与控制 · 计算机科学 2017-07-24 Mogens Graf Plessen , Pedro F. Lima , Jonas Martensson , Alberto Bemporad , Bo Wahlberg

In the Rectangle Stabbing problem, input is a set ${\cal R}$ of axis-parallel rectangles and a set ${\cal L}$ of axis parallel lines in the plane. The task is to find a minimum size set ${\cal L}^* \subseteq {\cal L}$ such that for every…

计算几何 · 计算机科学 2026-04-07 Huairui Chu , Ajaykrishnan E S , Daniel Lokshtanov , Anikait Mundhra , Thomas Schibler , Xiaoyang Xu , Jie Xue