Design And Control Of Intelligent Robotic Systems

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Design and Control of Intelligent Robotic Systems

Author : Dikai Liu,Lingfeng Wang,Kay Chen Tan
Publisher : Springer Science & Business Media
Page : 491 pages
File Size : 47,6 Mb
Release : 2009-03-05
Category : Technology & Engineering
ISBN : 9783540899327

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Design and Control of Intelligent Robotic Systems by Dikai Liu,Lingfeng Wang,Kay Chen Tan Pdf

With the increasing applications of intelligent robotic systems in various ?elds, the - sign and control of these systems have increasingly attracted interest from researchers. This edited book entitled “Design and Control of Intelligent Robotic Systems” in the book series of “Studies in Computational Intelligence” is a collection of some advanced research on design and control of intelligent robots. The works presented range in scope from design methodologies to robot development. Various design approaches and al- rithms, such as evolutionary computation, neural networks, fuzzy logic, learning, etc. are included. We also would like to mention that most studies reported in this book have been implemented in physical systems. An overview on the applications of computational intelligence in bio-inspired robotics is given in Chapter 1 by M. Begum and F. Karray, with highlights of the recent progress in bio-inspired robotics research and a focus on the usage of computational intelligence tools to design human-like cognitive abilities in the robotic systems. In Chapter 2, Lisa L. Grant and Ganesh K. Venayagamoorthy present greedy search, particle swarm optimization and fuzzy logic based strategies for navigating a swarm of robots for target search in a hazardous environment, with potential applications in high-risk tasks such as disaster recovery and hazardous material detection.

Design and Control of Intelligent Robotic Systems

Author : Dikai Liu,Lingfeng Wang,Kay Chen Tan
Publisher : Springer
Page : 478 pages
File Size : 49,9 Mb
Release : 2009-08-29
Category : Technology & Engineering
ISBN : 3540899340

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Design and Control of Intelligent Robotic Systems by Dikai Liu,Lingfeng Wang,Kay Chen Tan Pdf

With the increasing applications of intelligent robotic systems in various ?elds, the - sign and control of these systems have increasingly attracted interest from researchers. This edited book entitled “Design and Control of Intelligent Robotic Systems” in the book series of “Studies in Computational Intelligence” is a collection of some advanced research on design and control of intelligent robots. The works presented range in scope from design methodologies to robot development. Various design approaches and al- rithms, such as evolutionary computation, neural networks, fuzzy logic, learning, etc. are included. We also would like to mention that most studies reported in this book have been implemented in physical systems. An overview on the applications of computational intelligence in bio-inspired robotics is given in Chapter 1 by M. Begum and F. Karray, with highlights of the recent progress in bio-inspired robotics research and a focus on the usage of computational intelligence tools to design human-like cognitive abilities in the robotic systems. In Chapter 2, Lisa L. Grant and Ganesh K. Venayagamoorthy present greedy search, particle swarm optimization and fuzzy logic based strategies for navigating a swarm of robots for target search in a hazardous environment, with potential applications in high-risk tasks such as disaster recovery and hazardous material detection.

Intelligent Robotic Systems

Author : Witold Jacak
Publisher : Springer Science & Business Media
Page : 310 pages
File Size : 42,9 Mb
Release : 2006-04-11
Category : Computers
ISBN : 9780306469671

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Intelligent Robotic Systems by Witold Jacak Pdf

Here is a comprehensive presentation of methodology for the design and synthesis of an intelligent complex robotic system, connecting formal tools from discrete system theory, artificial intelligence, neural network, and fuzzy logic. The necessary methods for solving real time action planning, coordination and control problems are described. A notable chapter presents a new approach to intelligent robotic agent control acting in a realworld environment based on a lifelong learning approach combining cognitive and reactive capabilities. Another key feature is the homogeneous description of all solutions and methods based on system theory formalism.

Intelligent Robotic Systems: Theory, Design and Applications

Author : Kimon P. Valavanis,George N. Saridis
Publisher : Springer Science & Business Media
Page : 265 pages
File Size : 45,9 Mb
Release : 2012-12-06
Category : Technology & Engineering
ISBN : 9781461535683

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Intelligent Robotic Systems: Theory, Design and Applications by Kimon P. Valavanis,George N. Saridis Pdf

Since the late 1960s, there has been a revolution in robots and industrial automation, from the design of robots with no computing or sensorycapabilities (first-generation), to the design of robots with limited computational power and feedback capabilities (second-generation), and the design of intelligent robots (third-generation), which possess diverse sensing and decision making capabilities. The development of the theory of intelligent machines has been developed in parallel to the advances in robot design. This theory is the natural outcome of research and development in classical control (1950s), adaptive and learning control (1960s), self-organizing control (1970s) and intelligent control systems (1980s). The theory of intelligent machines involves utilization and integration of concepts and ideas from the diverse disciplines of science, engineering and mathematics, and fields like artificial intelligence, system theory and operations research. The main focus and motivation is to bridge the gap between diverse disciplines involved and bring under a common cover several generic methodologies pertaining to what has been defined as machine intelligence. Intelligent robotic systems are a specific application of intelligent machines. They are complex computer controlled robotic systems equipped with a diverse set of visual and non visual sensors and possess decision making and problem solving capabilities within their domain of operation. Their modeling and control is accomplished via analytical and heuristic methodologies and techniques pertaining to generalized system theory and artificial intelligence. Intelligent Robotic Systems: Theory, Design and Applications, presents and justifies the fundamental concepts and ideas associated with the modeling and analysis of intelligent robotic systems. Appropriate for researchers and engineers in the general area of robotics and automation, Intelligent Robotic Systems is both a solid reference as well as a text for a graduate level course in intelligent robotics/machines.

Intelligent Control of Robotic Systems

Author : D. Katic,M. Vukobratovic
Publisher : Springer Science & Business Media
Page : 308 pages
File Size : 46,5 Mb
Release : 2013-03-14
Category : Technology & Engineering
ISBN : 9789401703178

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Intelligent Control of Robotic Systems by D. Katic,M. Vukobratovic Pdf

As robotic systems make their way into standard practice, they have opened the door to a wide spectrum of complex applications. Such applications usually demand that the robots be highly intelligent. Future robots are likely to have greater sensory capabilities, more intelligence, higher levels of manual dexter ity, and adequate mobility, compared to humans. In order to ensure high-quality control and performance in robotics, new intelligent control techniques must be developed, which are capable of coping with task complexity, multi-objective decision making, large volumes of perception data and substantial amounts of heuristic information. Hence, the pursuit of intelligent autonomous robotic systems has been a topic of much fascinating research in recent years. On the other hand, as emerging technologies, Soft Computing paradigms consisting of complementary elements of Fuzzy Logic, Neural Computing and Evolutionary Computation are viewed as the most promising methods towards intelligent robotic systems. Due to their strong learning and cognitive ability and good tolerance of uncertainty and imprecision, Soft Computing techniques have found wide application in the area of intelligent control of robotic systems.

Advances in Robot Design and Intelligent Control

Author : Aleksandar Rodić,Theodor Borangiu
Publisher : Springer
Page : 649 pages
File Size : 49,5 Mb
Release : 2016-11-26
Category : Technology & Engineering
ISBN : 9783319490588

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Advances in Robot Design and Intelligent Control by Aleksandar Rodić,Theodor Borangiu Pdf

This book presents the proceedings of the 25th International Conference on Robotics in Alpe-Adria-Danube Region, RAAD 2016 held in Belgrade, Serbia, on June 30th–July 2nd, 2016. In keeping with the tradition of the event, RAAD 2016 covered all the important areas of research and innovation in new robot designs and intelligent robot control, with papers including Intelligent robot motion control; Robot vision and sensory processing; Novel design of robot manipulators and grippers; Robot applications in manufacturing and services; Autonomous systems, humanoid and walking robots; Human–robot interaction and collaboration; Cognitive robots and emotional intelligence; Medical, human-assistive robots and prosthetic design; Robots in construction and arts, and Evolution, education, legal and social issues of robotics. For the first time in RAAD history, the themes cloud robots, legal and ethical issues in robotics as well as robots in arts were included in the technical program. The book is a valuable resource for researchers in fields of robotics, engineers who implement robotic solutions in manufacturing, services and healthcare, and master’s and Ph.D. students working on robotics projects.

Advances in Intelligent Robotics and Collaborative Automation

Author : Richard Duro,Yuriy Kondratenko
Publisher : CRC Press
Page : 363 pages
File Size : 44,7 Mb
Release : 2022-09-01
Category : Technology & Engineering
ISBN : 9781000795332

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Advances in Intelligent Robotics and Collaborative Automation by Richard Duro,Yuriy Kondratenko Pdf

This book provides an overview of a series of advanced research lines in robotics as well as of design and development methodologies for intelligent robots and their intelligent components. It represents a selection of extended versions of the best papers presented at the Seventh IEEE International Workshop on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications IDAACS 2013 that were related to these topics. Its contents integrate state of the art computational intelligence based techniques for automatic robot control to novel distributed sensing and data integration methodologies that can be applied to intelligent robotics and automation systems. The objective of the text was to provide an overview of some of the problems in the field of robotic systems and intelligent automation and the approaches and techniques that relevant research groups within this area are employing to try to solve them.The contributions of the different authors have been grouped into four main sections:• Robots• Control and Intelligence• Sensing• Collaborative automationThe chapters have been structured to provide an easy to follow introduction to the topics that are addressed, including the most relevant references, so that anyone interested in this field can get started in the area.

Intelligent Robotic Systems

Author : Spyros G. Tzafestas
Publisher : CRC Press
Page : 737 pages
File Size : 47,6 Mb
Release : 2020-08-26
Category : Technology & Engineering
ISBN : 9781000105612

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Intelligent Robotic Systems by Spyros G. Tzafestas Pdf

A multiplicity of techniques and angles of attack are incorporated in 18 contributions describing recent developments in the structure, architecture, programming, control, and implementation of industrial robots capable of performing intelligent action and decision making. Annotation copyright Book

Prototyping of Robotic Systems: Applications of Design and Implementation

Author : Sobh, Tarek
Publisher : IGI Global
Page : 521 pages
File Size : 40,5 Mb
Release : 2012-02-29
Category : Technology & Engineering
ISBN : 9781466601772

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Prototyping of Robotic Systems: Applications of Design and Implementation by Sobh, Tarek Pdf

As a segment of the broader science of automation, robotics has achieved tremendous progress in recent decades due to the advances in supporting technologies such as computers, control systems, cameras and electronic vision, as well as micro and nanotechnology. Prototyping a design helps in determining system parameters, ranges, and in structuring an overall better system. Robotics is one of the industrial design fields in which prototyping is crucial for improved functionality. Prototyping of Robotic Systems: Applications of Design and Implementation provides a framework for conceptual, theoretical, and applied research in robotic prototyping and its applications. Covering the prototyping of various robotic systems including the complicated industrial robots, the tiny and delicate nanorobots, medical robots for disease diagnosis and treatment, as well as the simple robots for educational purposes, this book is a useful tool for those in the field of robotics prototyping and as a general reference tool for those in related fields.

Design and Control of Intelligent Robotic Systems

Author : Dikai Liu,Lingfeng Wang,Kay Chen Tan
Publisher : Springer
Page : 478 pages
File Size : 44,5 Mb
Release : 2009-01-22
Category : Technology & Engineering
ISBN : 9783540899334

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Design and Control of Intelligent Robotic Systems by Dikai Liu,Lingfeng Wang,Kay Chen Tan Pdf

With the increasing applications of intelligent robotic systems in various ?elds, the - sign and control of these systems have increasingly attracted interest from researchers. This edited book entitled “Design and Control of Intelligent Robotic Systems” in the book series of “Studies in Computational Intelligence” is a collection of some advanced research on design and control of intelligent robots. The works presented range in scope from design methodologies to robot development. Various design approaches and al- rithms, such as evolutionary computation, neural networks, fuzzy logic, learning, etc. are included. We also would like to mention that most studies reported in this book have been implemented in physical systems. An overview on the applications of computational intelligence in bio-inspired robotics is given in Chapter 1 by M. Begum and F. Karray, with highlights of the recent progress in bio-inspired robotics research and a focus on the usage of computational intelligence tools to design human-like cognitive abilities in the robotic systems. In Chapter 2, Lisa L. Grant and Ganesh K. Venayagamoorthy present greedy search, particle swarm optimization and fuzzy logic based strategies for navigating a swarm of robots for target search in a hazardous environment, with potential applications in high-risk tasks such as disaster recovery and hazardous material detection.

Developments in Advanced Control and Intelligent Automation for Complex Systems

Author : Min Wu,Witold Pedrycz,Luefeng Chen
Publisher : Springer Nature
Page : 409 pages
File Size : 53,8 Mb
Release : 2021-03-26
Category : Technology & Engineering
ISBN : 9783030621476

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Developments in Advanced Control and Intelligent Automation for Complex Systems by Min Wu,Witold Pedrycz,Luefeng Chen Pdf

This book discusses the developments in the advanced control and intelligent automation for complex systems completed over the last two decades, including the progress in advanced control theory and method, intelligent control and decision-making of complex metallurgical processes, intelligent systems and machine learning, intelligent robot systems design and control, and prediction and control technology for renewable energy. With the depth and breadth of coverage of this book, it serves as a useful reference for engineers in the field of automation and complex process control and graduate students interested in advanced control theory and computational intelligence as well as their applications to the complex industrial processes. This book offers an up-to-date overview of this active research area. It provides readers with the state-of-the-art methods for advanced control and intelligent automation for complex systems

Soft Computing for Intelligent Robotic Systems

Author : Toshio Fukuda
Publisher : Physica
Page : 244 pages
File Size : 53,9 Mb
Release : 2013-04-17
Category : Computers
ISBN : 9783790818826

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Soft Computing for Intelligent Robotic Systems by Toshio Fukuda Pdf

Research results using some of the most advanced soft computing techniques in intelligent robotic systems are presented. The main purpose of this book is to show how the power of soft computing techniques can be exploited in intelligent robotic systems. The main emphasis is on control system for a mobile robot, behavior arbitration for a mobile robot, reinforcement learning of a robot, manipulation of a robot, collision avoidance and automatic design of robots. This book will be useful for application engineers, scientists and researchers who wish to use some of the most advanced soft computing techniques in robotics.

Robotics: Industry 4.0 Issues & New Intelligent Control Paradigms

Author : Alla G. Kravets
Publisher : Springer Nature
Page : 237 pages
File Size : 41,5 Mb
Release : 2020-01-06
Category : Technology & Engineering
ISBN : 9783030378417

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Robotics: Industry 4.0 Issues & New Intelligent Control Paradigms by Alla G. Kravets Pdf

This book focuses on open issues of new intelligent control paradigms and their usage. Industry 4.0 requires new approaches in the context of secure connection, control, and maintenance of robotic systems, as well as enhancing their interaction with humans. The book presents recent advances in industrial robotics, and robotic design and modeling for various domains, and discusses the methodological foundations of the collaborative robotics concept as a breakthrough in modern industrial technologies. It also describes the implementation of multi-agent models, programs and methods that could be used in future processes for control, condition assessment, diagnostics, prognostication, and proactive maintenance. Further, the book addresses the issue of ensuring the space robotics systems and proposes reliable novel solutions. The authors also illustrate the integration of deep-learning methods and mathematical modeling based on examples of successful robotic systems in various countries, and analyze the connections between robotic modeling and design from the positions of new industrial challenges. The book is intended for practitioners and enterprise representatives, as well as scientists and Ph.D. and Master’s students pursuing research in the area of cyber-physical system development and implementation in various domains.

Intelligent Control of Robotic Systems

Author : Laxmidhar Behera,Swagat Kumar,Prem Kumar Patchaikani,Ranjith Ravindranathan Nair,Samrat Dutta
Publisher : CRC Press
Page : 675 pages
File Size : 44,9 Mb
Release : 2020-04-07
Category : Technology & Engineering
ISBN : 9780429944017

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Intelligent Control of Robotic Systems by Laxmidhar Behera,Swagat Kumar,Prem Kumar Patchaikani,Ranjith Ravindranathan Nair,Samrat Dutta Pdf

This book illustrates basic principles, along with the development of the advanced algorithms, to realize smart robotic systems. It speaks to strategies by which a robot (manipulators, mobile robot, quadrotor) can learn its own kinematics and dynamics from data. In this context, two major issues have been dealt with; namely, stability of the systems and experimental validations. Learning algorithms and techniques as covered in this book easily extend to other robotic systems as well. The book contains MATLAB- based examples and c-codes under robot operating systems (ROS) for experimental validation so that readers can replicate these algorithms in robotics platforms.

Control Design and Analysis for Underactuated Robotic Systems

Author : Xin Xin,Yannian Liu
Publisher : Springer Science & Business Media
Page : 319 pages
File Size : 45,7 Mb
Release : 2014-01-03
Category : Technology & Engineering
ISBN : 9781447162513

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Control Design and Analysis for Underactuated Robotic Systems by Xin Xin,Yannian Liu Pdf

The last two decades have witnessed considerable progress in the study of underactuated robotic systems (URSs). Control Design and Analysis for Underactuated Robotic Systems presents a unified treatment of control design and analysis for a class of URSs, which include systems with multiple-degree-of-freedom and/or with underactuation degree two. It presents novel notions, features, design techniques and strictly global motion analysis results for these systems. These new materials are shown to be vital in studying the control design and stability analysis of URSs. Control Design and Analysis for Underactuated Robotic Systems includes the modelling, control design and analysis presented in a systematic way particularly for the following examples: l directly and remotely driven Acrobots l Pendubot l rotational pendulum l counter-weighted Acrobot 2-link underactuated robot with flexible elbow joint l variable-length pendulum l 3-link gymnastic robot with passive first joint l n-link planar robot with passive first joint l n-link planar robot with passive single joint double, or two parallel pendulums on a cart l 3-link planar robots with underactuation degree two 2-link free flying robot The theoretical developments are validated by experimental results for the remotely driven Acrobot and the rotational pendulum. Control Design and Analysis for Underactuated Robotic Systems is intended for advanced undergraduate and graduate students and researchers in the area of control systems, mechanical and robotics systems, nonlinear systems and oscillation. This text will not only enable the reader to gain a better understanding of the power and fundamental limitations of linear and nonlinear control theory for the control design and analysis for these URSs, but also inspire the reader to address the challenges of more complex URSs.