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Autonomous Mobility and Manipulation of a 9-DoF WMRA

Autonomous Mobility and Manipulation of a 9-DoF WMRA PDF Author: William Garrett Pence
Publisher:
ISBN:
Category :
Languages : en
Pages :

Book Description
The wheelchair-mounted robotic arm (WMRA) is a 9-degree of freedom (DoF) assistive system that consists of a 2-DoF modified commercial power wheelchair and a custom 7-DoF robotic arm. Kinematics and control methodology for the 9-DoF system that combine mobility and manipulation have been previously developed and implemented. This combined control allows the wheelchair and robotic arm to follow a single trajectory based on weighted optimizations. However, for the execution of activities of daily living (ADL) in the real-world environment, modified control techniques have been implemented. In order to execute macro ADL tasks, such as a "go to and pick up" task, this work has implemented several control algorithms on the WMRA system. Visual servoing based on template matching and feature extraction allows the mobile platform to approach the desired goal object. Feature extraction based on scale-invariant feature transform (SIFT) gives the system object detection capabilities to recommend actions to the user and to orient the arm to grasp the goal object using visual servoing. Finally, a collision avoidance system is implemented to detect and avoid obstacles when the wheelchair platform is moving towards the goal object. These implementations allow the WMRA system to operate autonomously from the beginning of the task where the user selects the goal object, all the way to the end of the task where the task has been fully completed.

Autonomous Mobility and Manipulation of a 9-DoF WMRA

Autonomous Mobility and Manipulation of a 9-DoF WMRA PDF Author: William Garrett Pence
Publisher:
ISBN:
Category :
Languages : en
Pages :

Book Description
The wheelchair-mounted robotic arm (WMRA) is a 9-degree of freedom (DoF) assistive system that consists of a 2-DoF modified commercial power wheelchair and a custom 7-DoF robotic arm. Kinematics and control methodology for the 9-DoF system that combine mobility and manipulation have been previously developed and implemented. This combined control allows the wheelchair and robotic arm to follow a single trajectory based on weighted optimizations. However, for the execution of activities of daily living (ADL) in the real-world environment, modified control techniques have been implemented. In order to execute macro ADL tasks, such as a "go to and pick up" task, this work has implemented several control algorithms on the WMRA system. Visual servoing based on template matching and feature extraction allows the mobile platform to approach the desired goal object. Feature extraction based on scale-invariant feature transform (SIFT) gives the system object detection capabilities to recommend actions to the user and to orient the arm to grasp the goal object using visual servoing. Finally, a collision avoidance system is implemented to detect and avoid obstacles when the wheelchair platform is moving towards the goal object. These implementations allow the WMRA system to operate autonomously from the beginning of the task where the user selects the goal object, all the way to the end of the task where the task has been fully completed.

Human-robot Interaction

Human-robot Interaction PDF Author: Michael A. Goodrich
Publisher: Now Publishers Inc
ISBN: 1601980922
Category : Computers
Languages : en
Pages : 89

Book Description
Presents a unified treatment of HRI-related issues, identifies key themes, and discusses challenge problems that are likely to shape the field in the near future. The survey includes research results from a cross section of the universities, government efforts, industry labs, and countries that contribute to HRI.

Advances in Rehabilitation Robotics

Advances in Rehabilitation Robotics PDF Author: Z. Zenn Bien
Publisher: Springer Science & Business
ISBN: 9783540219866
Category : Technology & Engineering
Languages : en
Pages : 480

Book Description
One of the major application targets of service robots is to use them as assistive devices for rehabilitation. This book introduces some latest achievements in the field of rehabilitation robotics and assistive technology for people with disabilities and aged people. The book contains results from both theoretical and experimental works and reviews on some new advanced rehabilitation devices which has been recently transferred to the industry. Significant parts of the book are devoted to the assessment of new rehabilitation technologies, the evaluation of prototype devices with end-users, the safety of rehabilitation robots, and robot-assisted neurorehabilitation. The book is a representative selection of the latest trends in rehabilitation robotics and can be used as a reference for teaching on mechatronic devices for rehabilitation.

New Development in Robot Vision

New Development in Robot Vision PDF Author: Yu Sun
Publisher: Springer
ISBN: 3662438593
Category : Technology & Engineering
Languages : en
Pages : 209

Book Description
The field of robotic vision has advanced dramatically recently with the development of new range sensors. Tremendous progress has been made resulting in significant impact on areas such as robotic navigation, scene/environment understanding, and visual learning. This edited book provides a solid and diversified reference source for some of the most recent important advancements in the field of robotic vision. The book starts with articles that describe new techniques to understand scenes from 2D/3D data such as estimation of planar structures, recognition of multiple objects in the scene using different kinds of features as well as their spatial and semantic relationships, generation of 3D object models, approach to recognize partially occluded objects, etc. Novel techniques are introduced to improve 3D perception accuracy with other sensors such as a gyroscope, positioning accuracy with a visual servoing based alignment strategy for microassembly, and increasing object recognition reliability using related manipulation motion models. For autonomous robot navigation, different vision-based localization and tracking strategies and algorithms are discussed. New approaches using probabilistic analysis for robot navigation, online learning of vision-based robot control, and 3D motion estimation via intensity differences from a monocular camera are described. This collection will be beneficial to graduate students, researchers, and professionals working in the area of robotic vision.

Robot Programming by Demonstration

Robot Programming by Demonstration PDF Author: Sylvain Calinon
Publisher: EPFL Press
ISBN: 9781439808672
Category : Computers
Languages : en
Pages : 248

Book Description
Recent advances in RbD have identified a number of key issues for ensuring a generic approach to the transfer of skills across various agents and contexts. This book focuses on the two generic questions of what to imitate and how to imitate and proposes active teaching methods.

The Human Hand as an Inspiration for Robot Hand Development

The Human Hand as an Inspiration for Robot Hand Development PDF Author: Ravi Balasubramanian
Publisher: Springer
ISBN: 3319030175
Category : Technology & Engineering
Languages : en
Pages : 573

Book Description
“The Human Hand as an Inspiration for Robot Hand Development” presents an edited collection of authoritative contributions in the area of robot hands. The results described in the volume are expected to lead to more robust, dependable, and inexpensive distributed systems such as those endowed with complex and advanced sensing, actuation, computation, and communication capabilities. The twenty-four chapters discuss the field of robotic grasping and manipulation viewed in light of the human hand’s capabilities and push the state-of-the-art in robot hand design and control. Topics discussed include human hand biomechanics, neural control, sensory feedback and perception, and robotic grasp and manipulation. This book will be useful for researchers from diverse areas such as robotics, biomechanics, neuroscience, and anthropologists.

Integration of Assistive Technology in the Information Age

Integration of Assistive Technology in the Information Age PDF Author: Mounir Mokhtari
Publisher: IOS Press
ISBN: 9781586031718
Category : Medical
Languages : en
Pages : 370

Book Description
The goal of this book is to close the gap between high technology and accessibility for people having lost their independence due to the loss of physical and/or cognitive capabilities. Robots and mechatronic devices bring the opportunity to improve the autonomy of disabled people and facilitate their social and professional integration by assisting them to perform daily living tasks. Technical topics of interest include, but are not limited to: Communication and learning applications in SCI an CP, Interface and Internet-based designs, Issues in human-machine interaction, Personal robotics, Hardware and control, Evaluation methods, Clinical experience, Orthotics and prosthetics, Robotics for older adults, Service robotics, Movement physiology and motor control.

A Survey of Methods for Safe Human-Robot Interaction

A Survey of Methods for Safe Human-Robot Interaction PDF Author: Przemyslaw A. Lasota
Publisher:
ISBN: 9781680832785
Category :
Languages : en
Pages : 106

Book Description
Organizes and summarizes the research related to facilitation of safe human-robot interaction. It describes the strategies and methods that have been developed thus far, organizes them into subcategories, characterizes relationships between the strategies, and identifies potential gaps in the existing knowledge that warrant further research.

Vision and Navigation

Vision and Navigation PDF Author: Charles E. Thorpe
Publisher: Springer Science & Business Media
ISBN: 1461315336
Category : Computers
Languages : en
Pages : 375

Book Description
Mobile robots are playing an increasingly important role in our world. Remotely operated vehicles are in everyday use for hazardous tasks such as charting and cleaning up hazardous waste spills, construction work of tunnels and high rise buildings, and underwater inspection of oil drilling platforms in the ocean. A whole host of further applications, however, beckons robots capable of autonomous operation without or with very little intervention of human operators. Such robots of the future will explore distant planets, map the ocean floor, study the flow of pollutants and carbon dioxide through our atmosphere and oceans, work in underground mines, and perform other jobs we cannot even imagine; perhaps even drive our cars and walk our dogs. The biggest technical obstacles to building mobile robots are vision and navigation-enabling a robot to see the world around it, to plan and follow a safe path through its environment, and to execute its tasks. At the Carnegie Mellon Robotics Institute, we are studying those problems both in isolation and by building complete systems. Since 1980, we have developed a series of small indoor mobile robots, some experimental, and others for practical applicationr Our outdoor autonomous mobile robot research started in 1984, navigating through the campus sidewalk network using a small outdoor vehicle called the Terregator. In 1985, with the advent of DARPA's Autonomous Land Vehicle Project, we constructed a computer controlled van with onboard sensors and researchers. In the fall of 1987, we began the development of a six-legged Planetary Rover.

Robot Learning Human Skills and Intelligent Control Design

Robot Learning Human Skills and Intelligent Control Design PDF Author: CHENGUANG. YANG
Publisher: CRC Press
ISBN: 9780367634377
Category :
Languages : en
Pages : 0

Book Description
This book focusses on robotic skill learning and intelligent control for robotic manipulators including enabling of robots to efficiently learn motor and stiffness/force regulation policies from humans. It explains transfer of human limb impedance control strategies to the robots so that the adaptive impedance control for the robot can be realized.