Intelligent Control Of Robotic Systems

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Intelligent Control of Robotic Systems

D. Katic,M. Vukobratovic
Intelligent Control of Robotic Systems Book PDF

Author : D. Katic,M. Vukobratovic
Publisher : Springer Science & Business Media
Page : 308 pages
File Size : 40,7 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.

Intelligent Control of Robotic Systems

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

Author : Laxmidhar Behera,Swagat Kumar,Prem Kumar Patchaikani,Ranjith Ravindranathan Nair,Samrat Dutta
Publisher : CRC Press
Page : 675 pages
File Size : 41,7 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.

Intelligent Robotic Systems

Witold Jacak
Intelligent Robotic Systems Book PDF

Author : Witold Jacak
Publisher : Springer Science & Business Media
Page : 310 pages
File Size : 49,8 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

Kimon P. Valavanis,George N. Saridis
Intelligent Robotic Systems Theory Design and Applications Book PDF

Author : Kimon P. Valavanis,George N. Saridis
Publisher : Springer Science & Business Media
Page : 265 pages
File Size : 40,9 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.

Robotics: Industry 4.0 Issues & New Intelligent Control Paradigms

Alla G. Kravets
Robotics Industry 4 0 Issues New Intelligent Control Paradigms Book PDF

Author : Alla G. Kravets
Publisher : Springer Nature
Page : 237 pages
File Size : 55,6 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.

Design and Control of Intelligent Robotic Systems

Dikai Liu,Lingfeng Wang,Kay Chen Tan
Design and Control of Intelligent Robotic Systems Book PDF

Author : Dikai Liu,Lingfeng Wang,Kay Chen Tan
Publisher : Springer Science & Business Media
Page : 491 pages
File Size : 54,8 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.

Intelligent Control Systems with an Introduction to System of Systems Engineering

Thrishantha Nanayakkara,Ferat Sahin,Mo Jamshidi
Intelligent Control Systems with an Introduction to System of Systems Engineering Book PDF

Author : Thrishantha Nanayakkara,Ferat Sahin,Mo Jamshidi
Publisher : CRC Press
Page : 337 pages
File Size : 50,5 Mb
Release : 2018-09-03
Category : Technology & Engineering
ISBN : 9781351834537

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Intelligent Control Systems with an Introduction to System of Systems Engineering by Thrishantha Nanayakkara,Ferat Sahin,Mo Jamshidi Pdf

From aeronautics and manufacturing to healthcare and disaster management, systems engineering (SE) now focuses on designing applications that ensure performance optimization, robustness, and reliability while combining an emerging group of heterogeneous systems to realize a common goal. Use SoS to Revolutionize Management of Large Organizations, Factories, and Systems Intelligent Control Systems with an Introduction to System of Systems Engineering integrates the fundamentals of artificial intelligence and systems control in a framework applicable to both simple dynamic systems and large-scale system of systems (SoS). For decades, NASA has used SoS methods, and major manufacturers—including Boeing, Lockheed-Martin, Northrop-Grumman, Raytheon, BAE Systems—now make large-scale systems integration and SoS a key part of their business strategies, dedicating entire business units to this remarkably efficient approach. Simulate Novel Robotic Systems and Applications Transcending theory, this book offers a complete and practical review of SoS and some of its fascinating applications, including: Manipulation of robots through neural-based network control Use of robotic swarms, based on ant colonies, to detect mines Other novel systems in which intelligent robots, trained animals, and humans cooperate to achieve humanitarian objectives Training engineers to integrate traditional systems control theory with soft computing techniques further nourishes emerging SoS technology. With this in mind, the authors address the fundamental precepts at the core of SoS, which uses human heuristics to model complex systems, providing a scientific rationale for integrating independent, complex systems into a single coordinated, stabilized, and optimized one. They provide readers with MATLAB® code, which can be downloaded from the publisher's website to simulate presented results and projects that offer practical, hands-on experience using concepts discussed throughout the book.

Methods and Applications of Intelligent Control

S.G. Tzafestas
Methods and Applications of Intelligent Control Book PDF

Author : S.G. Tzafestas
Publisher : Springer Science & Business Media
Page : 573 pages
File Size : 41,6 Mb
Release : 2012-12-06
Category : Technology & Engineering
ISBN : 9789401154987

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Methods and Applications of Intelligent Control by S.G. Tzafestas Pdf

This book is concerned with Intelligent Control methods and applications. The field of intelligent control has been expanded very much during the recent years and a solid body of theoretical and practical results are now available. These results have been obtained through the synergetic fusion of concepts and techniques from a variety of fields such as automatic control, systems science, computer science, neurophysiology and operational research. Intelligent control systems have to perform anthropomorphic tasks fully autonomously or interactively with the human under known or unknown and uncertain environmental conditions. Therefore the basic components of any intelligent control system include cognition, perception, learning, sensing, planning, numeric and symbolic processing, fault detection/repair, reaction, and control action. These components must be linked in a systematic, synergetic and efficient way. Predecessors of intelligent control are adaptive control, self-organizing control, and learning control which are well documented in the literature. Typical application examples of intelligent controls are intelligent robotic systems, intelligent manufacturing systems, intelligent medical systems, and intelligent space teleoperators. Intelligent controllers must employ both quantitative and qualitative information and must be able to cope with severe temporal and spatial variations, in addition to the fundamental task of achieving the desired transient and steady-state performance. Of course the level of intelligence required in each particular application is a matter of discussion between the designers and users. The current literature on intelligent control is increasing, but the information is still available in a sparse and disorganized way.

Intelligent Robotic Systems

Tzafestas
Intelligent Robotic Systems Book PDF

Author : Tzafestas
Publisher : CRC Press
Page : 740 pages
File Size : 42,8 Mb
Release : 1991-06-03
Category : Technology & Engineering
ISBN : 082478135X

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Intelligent Robotic Systems by 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

Intelligent Systems and Control: Principles and Applications

Laxmidhar Behera,Indrani Kar
Intelligent Systems and Control Principles and Applications Book PDF

Author : Laxmidhar Behera,Indrani Kar
Publisher : OUP India
Page : 388 pages
File Size : 54,6 Mb
Release : 2009-12-24
Category : Technology & Engineering
ISBN : 0198063156

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Intelligent Systems and Control: Principles and Applications by Laxmidhar Behera,Indrani Kar Pdf

Intelligent Systems and Control: Principles and Applications is a textbook for undergraduate level courses on intelligent control, intelligent systems, adaptive control, and non-linear control. The book covers primers in neural networks, fuzzy logic, and non-linear control so that readers can easily follow intelligent control techniques.

Intelligent Robotic Systems

Spyros G. Tzafestas
Intelligent Robotic Systems Book PDF

Author : Spyros G. Tzafestas
Publisher : CRC Press
Page : 737 pages
File Size : 55,7 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

Advances in Intelligent Robotics and Collaborative Automation

Yuriy P. Kondratenko,Richard J. Duro
Advances in Intelligent Robotics and Collaborative Automation Book PDF

Author : Yuriy P. Kondratenko,Richard J. Duro
Publisher : River Publishers
Page : 362 pages
File Size : 51,7 Mb
Release : 2015-03-31
Category : Technology & Engineering
ISBN : 9788793237032

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Advances in Intelligent Robotics and Collaborative Automation by Yuriy P. Kondratenko,Richard J. Duro 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: RobotsControl and IntelligenceSensingCollaborative automation The 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.

Smart Robots

V. Hunt
Smart Robots Book PDF

Author : V. Hunt
Publisher : Springer Science & Business Media
Page : 397 pages
File Size : 50,8 Mb
Release : 2013-03-07
Category : Technology & Engineering
ISBN : 9781461325338

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Smart Robots by V. Hunt Pdf

Here is one of the first really thorough presentations on smart robots. Robots, machine vision systems, sensors, manipulators, expert systems, and artificial intelligence concepts combined in state-of-the-art computer integrated manufacturing systems. These "smart" robots increase produc tivity and improve the quality of our products. This comprehensive volume, which is extensively illustrated, provides a unique synthesis and overview of the emerging field of smart robots, the basic approaches for each of the constituents systems, the techniques used, applications, the descriptions of current hardware or software projects, a review of the state-of-the-art of the technology, current research and development efforts, and trends in the development of smart robots. All of the information has been compiled from a wide variety of knowledgeable sources and recent government reports. An extensive selection of photo graphs, diagrams and charts amplify this book. The contents of major chapters include: • Introduction to smart robots • Artificial intelligence for smart robots • Smart robot systems • Sensor-controlled robots • Machine vision systems • Robot manipulators • Natural language processing • Expert systems and • Computer integrated manufacturing Smart Robots presents the state-of-the-art in intelligent robots. It is designed to help the reader develop an understanding of industrial applications of smart robots as well as the new technological develop ments. Smart Robots is an outstanding introduction to the integration and application of machine vision systems, sensors, expert systems, and artificial intelligence technology.

Intelligent Control of Robotic Systems

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

Author : Laxmidhar Behera,Swagat Kumar,Prem Kumar Patchaikani,Ranjith Ravindranathan Nair,Samrat Dutta
Publisher : CRC Press
Page : 499 pages
File Size : 43,7 Mb
Release : 2020-04-07
Category : Technology & Engineering
ISBN : 9780429944000

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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.

Intelligent Control: Principles, Techniques And Applications

Zixing Cai
Intelligent Control Principles Techniques And Applications Book PDF

Author : Zixing Cai
Publisher : World Scientific
Page : 469 pages
File Size : 51,8 Mb
Release : 1997-12-18
Category : Technology & Engineering
ISBN : 9789814499323

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Intelligent Control: Principles, Techniques And Applications by Zixing Cai Pdf

This book introduces the development process, structural theories and research areas of intelligent control; explains the knowledge representations, searching and reasoning mechanisms as the fundamental techniques of intelligent control; studies the theoretical principles and architectures of various intelligent control systems; analyzes the paradigms of representative applications of intelligent control; and discusses the research and development trends of the intelligent control.From the general point of view, this book possesses the following features: updated research results both in theory and application that reflect the latest advances in intelligent control; closed connection between theory and practice that enables readers to use the principles to their case studies and practical projects; and comprehensive materials that helps readers in understanding and learning.