An efficient neural network approach to dynamic robot motion planning

SX Yang, M Meng - Neural networks, 2000 - Elsevier
In this paper, a biologically inspired neural network approach to real-time collision-free
motion planning of mobile robots or robot manipulators in a nonstationary environment is …

A knowledge based genetic algorithm for path planning of a mobile robot

Y Hu, SX Yang - … Conference on Robotics and Automation, 2004 …, 2004 - ieeexplore.ieee.org
In this paper, a knowledge based genetic algorithm (GA) for path planning of a mobile robot
is proposed, which uses problem-specific genetic algorithms for robot path planning instead …

An effective robot trajectory planning method using a genetic algorithm

L Tian, C Collins - Mechatronics, 2004 - Elsevier
In this paper, we propose a novel trajectory planning method for a robot manipulator whose
workspace includes several obstacles. To generate the robot's trajectory we developed a …

Neural network approaches to dynamic collision-free trajectory generation

SX Yang, M Meng - IEEE Transactions on Systems, Man, and …, 2001 - ieeexplore.ieee.org
In this paper, dynamic collision-free trajectory generation in a nonstationary environment is
studied using biologically inspired neural network approaches. The proposed neural …

A knowledge based fuzzy-probabilistic roadmap method for mobile robot navigation

JC Mohanta, A Keshari - Applied Soft Computing, 2019 - Elsevier
In this paper a novel knowledge based fuzzy control system with Probabilistic Roadmap
(PRM) method is proposed for path planning and target seeking behaviour of mobile robot in …

Real-time robot path planning based on a modified pulse-coupled neural network model

H Qu, SX Yang, AR Willms, Z Yi - IEEE Transactions on Neural …, 2009 - ieeexplore.ieee.org
This paper presents a modified pulse-coupled neural network (MPCNN) model for real-time
collision-free path planning of mobile robots in nonstationary environments. The proposed …

GWO-potential field method for mobile robot path planning and navigation control

MN Zafar, JC Mohanta, A Keshari - Arabian Journal for Science and …, 2021 - Springer
A navigation control methodology is proposed in this paper, which utilizes a hybrid concept
of grey wolves optimisation (GWO) algorithm and an artificial potential field (APF) method for …

Path planning strategy for autonomous mobile robot navigation using Petri-GA optimisation

JC Mohanta, DR Parhi, SK Patel - Computers & Electrical Engineering, 2011 - Elsevier
In this paper, a novel knowledge based genetic algorithm (GA) for path planning of multiple
robots for multiple targets seeking behaviour in presence of obstacles is proposed. GA …

An efficient neural network method for real-time motion planning with safety consideration

SX Yang, M Meng - Robotics and Autonomous Systems, 2000 - Elsevier
An efficient neural network method is proposed for real-time motion planning of a mobile
robot or a multi-joint robot manipulator with safety consideration in a nonstationary …

Intelligent neuro-controller for navigation of mobile robot

MK Singh, DR Parhi - Proceedings of the International conference on …, 2009 - dl.acm.org
This paper deals with the reactive control of an autonomous robot which move safely in a
crowded real world unknown environment and to reach specified target by avoiding static as …