Adaptive sliding mode dynamic controller with integrator in the loop for nonholonomic wheeled mobile robot trajectory tracking

M Asif, MJ Khan, N Cai - International Journal of Control, 2014 - Taylor & Francis
In this paper, novel adaptive sliding mode dynamic controller with integrator in the loop is
proposed for nonholonomic wheeled mobile robot (WMR). The modified kinematics …

Enhanced SLAM for a mobile robot using extended Kalman filter and neural networks

KS Choi, SG Lee - International Journal of Precision Engineering and …, 2010 - Springer
This paper presents a Hybrid filter based Simultaneous Localization and Mapping (SLAM)
scheme for a mobile robot to compensate for the Extended Kalman Filter (EKF) based SLAM …

Adaptive neural dynamic compensator for mobile robots in trajectory tracking control

FG Rossomando, C Soria… - IEEE Latin America …, 2011 - ieeexplore.ieee.org
In the present paper, it will be reported original results concerning the application of Neural
Networks (NN) in mobile robot in trajectory tracking control. This work combines a feedback …

Trajectory tracking of a nonholonomic mobile robot with parametric and nonparametric uncertainties: A proposed neural control

NA Martins, D Bertol, W Lombardi… - … on Control and …, 2008 - ieeexplore.ieee.org
In this paper, a trajectory tracking control for a nonholonomic mobile robot by the integration
of a kinematic neural controller (KNC) and a torque neural controller (TNC) is proposed …

Neural dynamic control of a nonholonomic mobile robot incorporating the actuator dynamics

NA Martins, DW Bertol, ER De Pieri… - … for Modelling Control …, 2008 - ieeexplore.ieee.org
In this paper, a trajectory tracking control for a nonholonomic mobile robot by the integration
of a kinematic controller and neural dynamic controller is investigated, where the wheel …

Autonomous navigation strategies for mobile robots using a probabilistic neural network (PNN)

V Castro, JP Neira, CL Rueda… - IECON 2007-33rd …, 2007 - ieeexplore.ieee.org
This paper presents a methodology for autonomous navigation of mobile robots with
differential traction in poorly structured environments. The objective of the developed system …

基于神经网络的非完整移动机器人鲁棒跟踪控制

彭金柱, 王耀南, 余洪山 - 中国机械工程, 2008 - 61.183.11.244
针对受非完整条件约束的移动机器人存在的高度非线性, 不确定性和外部干扰,
提出了一种基于神经网络的鲁棒跟踪控制策略. 该控制策略能够对系统中的未知的不确定性和 …

Neural network-based robust tracking control for nonholonomic mobile robot

J Peng, Y Wang, H Yu - International Symposium on Neural Networks, 2007 - Springer
A robust tracking controller with bound estimation based on neural network is proposed to
deal with the unknown factors of nonholonomic mobile robot, such as model uncertainties …

Neural control applied to the problem of trajectory tracking of mobile robots with uncertainties

NA Martins, D Bertol, WC Lombardi… - 2008 10th Brazilian …, 2008 - ieeexplore.ieee.org
In this paper, a trajectory tracking control for a nonholonomic mobile robot by the integration
of a kinematic neural controller (KNC) and a torque neural controller (TNC) is proposed …

A novel self-tuning proportional–integral–derivative controller based on a radial basis function network for trajectory tracking of service robots

M Yuan, S Cheng, Y Jiang… - Proceedings of the …, 2014 - journals.sagepub.com
To solve the trajectory tracking of service robots in autonomous navigation, a novel self-
tuning proportional–integral–derivative controller identified by a radial basis function neural …