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 …

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 …

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 …

Real-time collision-free motion planning of a mobile robot using a neural dynamics-based approach

SX Yang, MQH Meng - IEEE Transactions on Neural Networks, 2003 - ieeexplore.ieee.org
A neural dynamics based approach is proposed for real-time motion planning with obstacle
avoidance of a mobile robot in a nonstationary environment. The dynamics of each neuron …

An efficient dynamic system for real-time robot-path planning

AR Willms, SX Yang - IEEE Transactions on Systems, Man, and …, 2006 - ieeexplore.ieee.org
This paper presents a simple yet efficient dynamic-programming (DP) shortest path
algorithm for real-time collision-free robot-path planning applicable to situations in which …

The embodied brain of SOVEREIGN2: from space-variant conscious percepts during visual search and navigation to learning invariant object categories and cognitive …

S Grossberg - Frontiers in Computational Neuroscience, 2019 - frontiersin.org
This article develops a model of how reactive and planned behaviors interact in real time.
Controllers for both animals and animats need reactive mechanisms for exploration, and …

Real-time robot path planning via a distance-propagating dynamic system with obstacle clearance

AR Willms, SX Yang - IEEE Transactions on Systems, Man, and …, 2008 - ieeexplore.ieee.org
An efficient grid-based distance-propagating dynamic system is proposed for real-time robot
path planning in dynamic environments, which incorporates safety margins around …

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 …

A self-organizing neural network architecture for navigation using optic flow

S Cameron, S Grossberg, FH Guenther - Neural Computation, 1998 - ieeexplore.ieee.org
This article describes a self-organizing neural network architecture that transforms optic flow
and eye position information into representations of heading, scene depth, and moving …

Adaptive behavior navigation of a mobile robot

E Zalama, J Gómez, M Paul… - IEEE Transactions on …, 2002 - ieeexplore.ieee.org
Describes a neural network model for the reactive behavioral navigation of a mobile robot.
From the information received through the sensors the robot can elicit one of several …