Essays about: "costmap"

Found 3 essays containing the word costmap.

  1. 1. A GPU Implementation of Kinodynamic Path Planning in Large Continuous Costmap Environments : Using Dijkstra's Algorithm and Simulated Annealing

    University essay from Karlstads universitet/Institutionen för ingenjörsvetenskap och fysik (from 2013)

    Author : Robin Larsson; [2023]
    Keywords : ;

    Abstract : Path planning that takes kinodynamic constraints into account is a crucial part of critical missions where autonomous vehicles must function independently without communication from an operator as this ensures that the vehicle will be able to follow the planned path. In this thesis, an algorithm is presented that can plan kinodynamically feasible paths through large scale continuous costmap environments for different constraints on the maximum allowed acceleration and jerk along the path. READ MORE

  2. 2. Coverage Motion Planning for Search and Rescue Missions : A Costmap Based Approach for fixed wing UAVs using Simulated Annealing &Cubic Splines

    University essay from Karlstads universitet/Institutionen för ingenjörsvetenskap och fysik (from 2013)

    Author : Fredrik Rönnkvist; [2023]
    Keywords : Motion planning; Path planning; Cubic splines; Coverage path planning.;

    Abstract : The present study proposes a novel approach to Coverage Path Planning for unmanned aerial vehicle (UAV) inspired by the Orienteering Problem. The main goal is to develop an algorithm suitable for Search and Rescue Missions, which can produce a search pattern with dynamical constrains, that is not limited to the traditional back-and-forth motion or spiral patterns. READ MORE

  3. 3. Terrain Mapping for Autonomous Vehicles

    University essay from KTH/Datorseende och robotik, CVAP; KTH/Centrum för Autonoma System, CAS

    Author : Carlos Javier Pedreira Carabel; [2015]
    Keywords : mapping; costmap; ROS; ORB; registration; obstacles; detection; visual; odometry; adaptive; iterative; keypoint; RCV; vehicle; Kinect; RGB-D; AICK; ICP; gridmap; autonomous; vehicle; pose; estimation; estimate; point-cloud;

    Abstract : Autonomous vehicles have become the forefront of the automotive industry nowadays, looking to have safer and more efficient transportation systems. One of the main issues for every autonomous vehicle consists in being aware of its position and the presence of obstacles along its path. READ MORE