Neural networks in mobile robot motion

D Janglova - International Journal of Advanced Robotic …, 2004 - journals.sagepub.com
… motion-planning problem in mobile robot control using neural networks-based technique. …
for moving robot among obstacles is based on two neural networks. The first neural network is …

Real-time navigational control of mobile robots using an artificial neural network

DR Parhi, MK Singh - Proceedings of the Institution of …, 2009 - journals.sagepub.com
mobile robots. Racz and Dubrawski [10] presented a neural network-based approach for
mobile robot … Yang and Meng [11] proposed a biologically inspired neural network approach for …

Path optimisation of a mobile robot using an artificial neural network controller

MK Singh, DR Parhi - International Journal of Systems Science, 2011 - Taylor & Francis
… inspired neural network approach for real-time collision-free motion planning of mobile robots
in a real world dynamic environment. The first requirements of the mobile robot is tracking …

Neural networks for mobile robot navigation: a survey

AM Zou, ZG Hou, SY Fu, M Tan - … Symposium on Neural Networks …, 2006 - Springer
… field of mobile robotneural networks to mobile robot navigation. The rest of this paper is
organized as follows: The methods of neural networks and hybrid approaches for mobile robot

An artificial neural network structure able to obstacle avoidance behavior used in mobile robots

LE Zarate, M Becker, BDM Garrido… - … Annual Conference of …, 2002 - ieeexplore.ieee.org
… Abstract, This article presents an artificial neural network (ANN) structure applied to control
a mobile robot movement in dynamically changing environments (environments wirh mobile

Control of a nonholonomic mobile robot using neural networks

R Fierro, FL Lewis - IEEE transactions on neural networks, 1998 - ieeexplore.ieee.org
… to control of rigid robot manipulators, flexible-link robotic systems and position/force control.
In this paper, we present an application of this NN controller to a mobile robot system. Due to …

A neural network-based navigation approach for autonomous mobile robot systems

Y Chen, C Cheng, Y Zhang, X Li, L Sun - Applied Sciences, 2022 - mdpi.com
… The results demonstrate the appealing properties of the neural network based navigation
method proposed in this paper, in that the mobile robot could arrive at the destination without …

Neural networks based reinforcement learning for mobile robots obstacle avoidance

M Duguleana, G Mogan - Expert Systems with Applications, 2016 - Elsevier
… of robots in environments that contain both static and dynamic obstacles. The purpose of this
research is to provide mobile robots … Q-learning and a neural network planner to solve path …

[图书][B] Neural network perception for mobile robot guidance

DA Pomerleau - 2012 - books.google.com
neural network architecture that serves as the basis for the connectionist mobile robot
guidance system I develop called ALVINN (Autonomous Land Vehicle In a Neural Network). …

Dual adaptive dynamic control of mobile robots using neural networks

MK Bugeja, SG Fabri, L Camilleri - … on Systems, Man, and …, 2008 - ieeexplore.ieee.org
… offline neural network training is used. In contrast to other adaptive techniques hitherto proposed
in the literature on mobile robots… problem of a differentially driven wheeled mobile robot. …