In this paper, a voice command system for a robot arm (manipulator) is designed as a part of a research project. The methodology adopted is based on a hybrid technique used in automatic speech recognition system. To implement the approach on a real-time application, a Personal Computer interface was designed to control the movements of a five degree of freedom robot arm by transmitting the orde...

Social robots are expected to adapt to their users and, like their human counterparts, learn from the interaction. In our previous work, we proposed an interactive learning framework that enables a user to intervene and modify a segment of the robot arm trajectory. The framework uses gesture teleoperation and reinforcement learning to learn new motions. In the current work, we compared the user...

We applied Reinforcement Learning on a real robot arm, in order to control its movements. The arm is actuated by two pneumatic artificial muscles, that expose a highly non-linear behavior. To enable a significant speed-up of the learning process, an empirical simulation is constructed, based on real robot observations. Furthermore, we introduce a learning strategy to facilitate learning. Using ...

This paper proposes a remote operation method for a robot arm in a complex environment by using the Virtual Force (VF) based approach. A virtual robot arm is manipulated by a steering force, at the end-effecter, which is generated according to the movement of a feedback haptic. A three-dimensional force field (3D-F) is employed in collision detection and avoidance. Repulsive forces from the 3D-...

PURPOSE This study aims to assess the extent to which accelerometers can be used to determine the effect of robot-supported task-oriented arm-hand training, relative to task-oriented arm-hand training alone, on the actual amount of arm-hand use of chronic stroke patients in their home situation. METHODS This single-blind randomized controlled trial included 16 chronic stroke patients, randoml...

In this paper an adaptive neuro fuzzy inference system based on interval Gaussian type-2 fuzzy sets in the antecedent part and Gaussian type-1 fuzzy sets as coefficients of linear combination of input variables in the consequent part is presented. The capability of the proposed method (we named ANFIS2) to function approximation and dynamical system identification is shown. The ANFIS2 structure ...

Previous studies have proposed methods for admittance and impedance control for a finger-arm robot using the manipulability of the finger. Based on the previous theories, the authors have proposed an admittance control for a multifinger arm robot using the manipulability of the fingers in this study. Two 3-DOF fingers are attached to the end-effector of a 6DOF arm to configure a multi-finger ar...

in order to determine the stability of underwater robots, their governing differential equations of motion in vertical and horizontal planes should be investigated. for horizontal plane stability, using routh stability criterion, four hydrodynamic coefficients, including derivatives of the lateral force and vertical moment with respect to sway and angular velocity are required. these coefficien...

A new type of spherical robot, called KisBot, is presented that includes arms and two types of driving mode: rolling and wheeling. In the rolling mode, the robot uses its arms as pendulums and works like a pendulum-driven robot, while in the wheeling mode, it extends its arms to the ground and works like a one-wheel car. The basic design idea of KisBot is introduced and a prototype is implement...