Characteristics of Robot Visual Servoing Methods and Target Model Estimation
نویسندگان
چکیده
This paper presents a review of characteristics of the two main visual servoing methods, image-based visual servoing and position-based visual servoing. First, a generic structure is defined with an emphasis on the same system inputs and outputs for the two methods. Stability, robustness, sensitivity, and other general characteristics of the methods are presented. To overcome the dependency of both methods on a known target model, a midpoint triangulation method is proposed to estimate the unknown target model for robot visual servoing. Keywords—Robot Visual Servoing Control, Unknown Target Model Estimation, Triangulation, Midpoint Method.
منابع مشابه
Simulation of Position Based Visual Control and Performance Tests of 6R Robot
This paper presents simulation and experimental results of position-based visual servoing control process of a 6R robot using 2 fixed cameras. This method has the ability to deal with real time changes in the relative position of the target-object with respect to robot. Also, greater accuracy and independency of servo control structure from the target pose coordinates are the additional advanta...
متن کاملUncalibrated Eye-in-Hand Visual Servoing
In this paper we present new uncalibrated control schemes for visionguided robotic tracking of a moving target using a moving camera. These control methods are applied to an uncalibrated robotic system with eye-in-hand visual feedback. Without a priori knowledge of the robot’s kinematic model or camera calibration, the system is able to track a moving object through a variety of motions and mai...
متن کاملMimetic visual servoing with adaptive neural network (ANN)
In this paper we present a model free hybrid visual servoing system. The “model free” term refers to the system with the unknown kinematics model that has to be estimated on-line, while “hybrid” specifies the visual controller architecture. The proposed system has a conventional Jacobian estimation part necessary for control output generation and it is supplemented with an additional adaptive n...
متن کاملVisual Tracking using Learning Histogram of Oriented Gradients by SVM on Mobile Robot
The intelligence of a mobile robot is highly dependent on its vision. The main objective of an intelligent mobile robot is in its ability to the online image processing, object detection, and especially visual tracking which is a complex task in stochastic environments. Tracking algorithms suffer from sequence challenges such as illumination variation, occlusion, and background clutter, so an a...
متن کاملRange and Pose Estimation for Visual Servoing of a Mobile Robot
This paper describes the implementation of behaviour for real-time visual servoing on a mobile robot. The behaviour is a component of a multi-robot cleaning system developed in the context of our investigation into architectures for cooperative systems. An important feature for support of cooperation is the awareness of one robot by another, which this behaviour realises. Robust feature trackin...
متن کامل