Results 31 to 40 of about 4,796,198 (343)

Design and Experimental Validation of Deep Reinforcement Learning-Based Fast Trajectory Planning and Control for Mobile Robot in Unknown Environment

open access: yesIEEE Transactions on Neural Networks and Learning Systems, 2022
This article is concerned with the problem of planning optimal maneuver trajectories and guiding the mobile robot toward target positions in uncertain environments for exploration purposes. A hierarchical deep learning-based control framework is proposed
Runqi Chai   +5 more
semanticscholar   +1 more source

Research on the trajectory tracking of a curved road in an active lane change scenario based on model predictive control algorithm

open access: yesAdvances in Mechanical Engineering, 2023
In this paper, a control method for trajectory planning and tracking of an intelligent vehicle is proposed. In terms of trajectory planning, a trajectory planning method for curved lane changes is designed based on conventional lane change trajectory ...
Wei Wang, Fufan Qu, Chong Guo, Wenbo Li
doaj   +1 more source

Energy consumption path planning of food robot based on improved whale algorithm and neural network

open access: yesShipin yu jixie, 2022
Objective: In order to solve the energy-saving trajectory planning problem of robot in food industry with unknown dynamic parameters, a point-to-point robot joint energy consumption path planning scheme based on whale algorithm and neural network was ...
HUANG Chong-fu, CHANG Yu, LIU Li-chao
doaj   +1 more source

UAV Trajectory Planning in Wireless Sensor Networks for Energy Consumption Minimization by Deep Reinforcement Learning [PDF]

open access: yesIEEE Transactions on Vehicular Technology, 2021
Unmanned aerial vehicles (UAVs) have emerged as a promising candidate solution for data collection of large-scale wireless sensor networks (WSNs). In this paper, we investigate a UAV-aided WSN, where cluster heads (CHs) receive data from their member ...
Botao Zhu   +4 more
semanticscholar   +1 more source

Time Optimal Trajectory Planing Based on Improved Sparrow Search Algorithm

open access: yesFrontiers in Bioengineering and Biotechnology, 2022
Complete trajectory planning includes path planning, inverse solution solving and trajectory optimization. In this paper, a highly smooth and time-saving approach to trajectory planning is obtained by improving the kinematic and optimization algorithms ...
Xiaofeng Zhang   +21 more
doaj   +1 more source

Trajectory Planning of the Humanoid Manipulator

open access: yesInternational Journal of Applied Mechanics and Engineering, 2019
The paper presents a method of planning a collision-free trajectory for a humanoid manipulator mounted on a rail system. The task of the robot is to move its end-effectors from the current position to the given final location in the workspace. The method
C. Kacprzak, G. Pająk
doaj   +1 more source

Using Reachable Sets for Trajectory Planning of Automated Vehicles

open access: yesIEEE Transactions on Intelligent Vehicles, 2021
The computational effort of trajectory planning for automated vehicles often increases with the complexity of the traffic situation. This is particularly problematic in safety-critical situations, in which the vehicle must react in a timely manner.
Stefanie Manzinger   +2 more
semanticscholar   +1 more source

A Method for Autonomous Driving Trajectory Planning in Parking Environments

open access: yesShanghai Jiaotong Daxue xuebao, 2023
Local trajectory planning is one of the key technologies of the autonomous valet parking system. In this scenario, there exist problems such as long planning time, discontinuous curvature, and insufficient safety in local trajectory planning methods for ...
LIN Chun, HE Yuesheng, FANG Xingqi, WANG Chunxiang
doaj   +1 more source

Multi-UAV Trajectory Planning for Energy-Efficient Content Coverage: A Decentralized Learning-Based Approach

open access: yesIEEE Journal on Selected Areas in Communications, 2021
In next-generation wireless networks, high-mobility unmanned aerial vehicles (UAVs) are promising to provide content coverage, where users can receive sufficient requested content within a given time.
Chenxi Zhao   +5 more
semanticscholar   +1 more source

An Improved RRT-Connect Algorithm Used for UAV 3D Trajectory Planning

open access: yesHangkong gongcheng jinzhan, 2018
The widespread use of unmanned aerial vehicle(UAV) has made trajectory planning becoming a hot research area. Although there have been numerous UAV trajectory planning methods so far, it is difficult to effectively apply them in trajectory planning ...
Tian Jiang, Li Erchao
doaj   +1 more source

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