[PDF][PDF] Classic and heuristic approaches in robot motion planning-a chronological review

E Masehian, D Sedighizadeh - World Academy of Science …, 2007 - academia.edu
This paper reviews the major contributions to the Motion Planning (MP) field throughout a 35-
year period, from classic approaches to heuristic algorithms. Due to the NP-Hardness of the …

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 neural network approach to complete coverage path planning

SX Yang, C Luo - IEEE Transactions on Systems, Man, and …, 2004 - ieeexplore.ieee.org
Complete coverage path planning requires the robot path to cover every part of the
workspace, which is an essential issue in cleaning robots and many other robotic …

Sensory-based motion planning with global proofs

I Kamon, E Rivlin - IEEE transactions on Robotics and …, 1997 - ieeexplore.ieee.org
We present DistBug, a new navigation algorithm for mobile robots which exploits range data.
The algorithm belongs to the Bug family, which combines local planning with global …

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 …

Optimal time-consuming path planning for autonomous underwater vehicles based on a dynamic neural network model in ocean current environments

M Chen, D Zhu - IEEE Transactions on Vehicular Technology, 2020 - ieeexplore.ieee.org
Path planning is a prerequisite for autonomous underwater vehicles to perform tasks
autonomously. Many shortest distance algorithms are applied, and ocean currents are …

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 …

A new range-sensor based globally convergent navigation algorithm for mobile robots

I Kamon, E Rivlin, E Rimon - Proceedings of IEEE International …, 1996 - ieeexplore.ieee.org
We present TangentBug, a new range-sensor based navigation algorithm for two degrees-of-
freedom mobile robots. The algorithm combines local reactive planning with globally …

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 …