Human Performance in Automated and Autonomous Systems

Human Performance in Automated and Autonomous Systems PDF Author: Mustapha Mouloua
Publisher: CRC Press
ISBN: 042985742X
Category : Technology & Engineering
Languages : en
Pages : 320

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Book Description
This book examines recent advances in theories, models, and methods relevant to automated and autonomous systems. The following chapters provide perspectives on modern autonomous systems, such as self-driving cars and unmanned aerial systems, directly from the professionals working with and studying them. Current theories surrounding topics such as vigilance, trust, and fatigue are examined throughout as predictors of human performance in the operation of automated systems. The challenges related to attention and effort in autonomous vehicles described within give credence to still-developing methods of training and selecting operators of such unmanned systems. The book further recognizes the need for human-centered approaches to design; a carefully crafted automated technology that places the "human user" in the center of that design process. Features Combines scientific theories with real-world applications where automated technologies are implemented Disseminates new understanding as to how automation is now transitioning to autonomy Highlights the role of individual and team characteristics in the piloting of unmanned systems and how models of human performance are applied in system design Discusses methods for selecting and training individuals to succeed in an age of increasingly complex human-machine systems Provides explicit benchmark comparisons of progress across the last few decades, and identifies future prognostications and the constraints that impinge upon these lines of progress Human Performance in Automated and Autonomous Systems: Current Theory and Methods illustrates the modern scientific theories and methods to be applied in real-world automated technologies.

Human Performance in Automated and Autonomous Systems

Human Performance in Automated and Autonomous Systems PDF Author: Mustapha Mouloua
Publisher: CRC Press
ISBN: 042985742X
Category : Technology & Engineering
Languages : en
Pages : 320

Get Book

Book Description
This book examines recent advances in theories, models, and methods relevant to automated and autonomous systems. The following chapters provide perspectives on modern autonomous systems, such as self-driving cars and unmanned aerial systems, directly from the professionals working with and studying them. Current theories surrounding topics such as vigilance, trust, and fatigue are examined throughout as predictors of human performance in the operation of automated systems. The challenges related to attention and effort in autonomous vehicles described within give credence to still-developing methods of training and selecting operators of such unmanned systems. The book further recognizes the need for human-centered approaches to design; a carefully crafted automated technology that places the "human user" in the center of that design process. Features Combines scientific theories with real-world applications where automated technologies are implemented Disseminates new understanding as to how automation is now transitioning to autonomy Highlights the role of individual and team characteristics in the piloting of unmanned systems and how models of human performance are applied in system design Discusses methods for selecting and training individuals to succeed in an age of increasingly complex human-machine systems Provides explicit benchmark comparisons of progress across the last few decades, and identifies future prognostications and the constraints that impinge upon these lines of progress Human Performance in Automated and Autonomous Systems: Current Theory and Methods illustrates the modern scientific theories and methods to be applied in real-world automated technologies.

Human Performance in Automated and Autonomous Systems, Two-Volume Set

Human Performance in Automated and Autonomous Systems, Two-Volume Set PDF Author: Mustapha Mouloua
Publisher: CRC Press
ISBN: 0429857454
Category : Computers
Languages : en
Pages : 630

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Book Description
This two-volume set addresses a variety of human factors issues and engineering concerns across various real-world applications such as aviation and driving, cybersecurity, and healthcare systems. The contents of these books also present recent theories and methods related to human performance, workload and usability assessment in automated and autonomous systems. In this set, the authors discuss both current and developing topics of advanced automation technologies and present emerging practical challenges. Topics covered include unmanned aerial systems and self-driving cars, individual and team performance, human-robot interaction, and operator selection and training. Both practical and theoretical discussions of modern automated and autonomous systems are provided throughout each of the volumes. These books are suitable for those first approaching the issues to those well versed in these fast-moving areas, including students, teachers, researchers, engineers, and policy makers alike. Volume 1 - Human Performance in Automated and Autonomous Systems: Current Theory and Methods Volume 2 - Human Performance in Automated and Autonomous Systems: Emerging Issues and Practical Perspectives

Human Performance in Automated and Autonomous Systems

Human Performance in Automated and Autonomous Systems PDF Author: Mustapha Mouloua
Publisher: CRC Press
ISBN: 0429857381
Category : Technology & Engineering
Languages : en
Pages : 442

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Book Description
This book is devoted to the examination of emerging practical issues related to automated and autonomous systems. The book highlights the significance of these emergent technologies that determine the course of our daily lives. Each unique chapter highlights human factors and engineering concerns across real-world applications, including matters related to aviation and healthcare, human-robot interaction, transportation systems, cybersecurity and cyber defense. This book also depicts the boundaries that separate humans from machine as we continue to become ever more immersed in and symbiotic with these fast-emerging technologies. Automation, across many occupations, has transitioned the human to a role of monitoring machines, presenting challenges related to vigilance and workload. This book identifies the importance of an approach to automated technology that emphasizes the "human user" at the center of the design process. Features Provides perspectives on the role of the individual and teams in complex technical systems such as aviation, healthcare, and medicine Presents the development of highly autonomous systems related to human safety and performance Examines solutions to human factors challenges presented by modern threats to data privacy and cybersecurity Discusses human perceptual and cognitive capabilities underwriting to the design of automated and autonomous systems • Provides in-depth, expert reviews of context-related developments in automation and human-robot teaming Human Performance in Automated and Autonomous Systems: Emerging Issues and Practical Perspectives applies scientific theory directly to real-world systems where automation and autonomous technology is implemented.

Human Factors in Aviation and Aerospace

Human Factors in Aviation and Aerospace PDF Author: Joseph Keebler
Publisher: Academic Press
ISBN: 0124202020
Category : Psychology
Languages : en
Pages : 622

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Book Description
The third edition of Human Factors in Aviation and Aerospace is a fully updated and expanded version of the highly successful second edition. Written for the widespread aviation community including students, engineers, scientists, pilots, managers, government personnel, etc., this edition continues to offer a comprehensive overview, including pilot performance, human factors in aircraft design, and vehicles and systems. With new editors, this edition adds chapters on aviator attention and perception, accident investigations, automated systems in civil transport airplanes, and aerospace. Multicontributed by leading professionals in the field, this book is the ultimate resource for anyone in the aviation and aerospace industries. Uses real-world case examples of dangers and solutions Includes a new chapter on spaceflight human factors and decision making Examines future directions for automated systems, in two new, separate chapters

Human Factors in Simulation and Training

Human Factors in Simulation and Training PDF Author: Dennis A. Vincenzi
Publisher: CRC Press
ISBN: 1000909239
Category : Technology & Engineering
Languages : en
Pages : 363

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Book Description
Human Factors in Simulation and Training: Application and Practice covers the latest applications and practical implementations of advanced technologies in the field of simulation and training. The text focuses on descriptions and discussions of current applications and the use of the latest technological advances in simulation and training. It covers topics including space adaptation syndrome and perceptual training, simulation for battle-ready command and control, healthcare simulation and training, human factors aspects of cybersecurity training and testing, design and development of algorithms for gesture-based control of semi-autonomous vehicles, and advances in the after-action review process for defence training. The text is an ideal read for professionals and graduate students in the fields of ergonomics, human factors, computer engineering, aerospace engineering, occupational health, and safety.

Human Performance in Automated Systems

Human Performance in Automated Systems PDF Author: Mustapha Mouloua
Publisher:
ISBN:
Category : Human engineering
Languages : en
Pages : 345

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Book Description


Psychology and Human Performance in Space Programs

Psychology and Human Performance in Space Programs PDF Author: Lauren Blackwell Landon
Publisher: CRC Press
ISBN: 042980427X
Category : Technology & Engineering
Languages : en
Pages : 312

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Book Description
In Psychology and Human Performance in Space Programs: Extreme Application, operations experts from multiple space agencies, with support from spaceflight researchers, outline existing and proposed operations for selecting, training, and supporting space crews who currently live and work on the International Space Station, and who are preparing for future missions to the moon and Mars. Highlighting applied psychology in spaceflight whilst acknowledging real-world complexities that occur when integrating across an international, multi-agency collective, this volume provides both historical and current perspectives toward spaceflight operations, with expert contributions from NASA and international partners such as the Japanese Space Agency, Russian space researchers, and the Canadian Space Agency. Helpfully outlining the progress that has been made so far, this book includes topics such as the selection and hiring of astronauts, the process of training a crew for a mission to Mars, and workload and mission planning. Discussing operational psychology in space and on the ground, this book looks to the future of research and operational needs for future missions to Mars, with an essay from astronaut Dr. Don Pettit on his experiences in space and how the Mars mission will challenge us in new ways. This second of two volumes will be of interest to professionals in the field of human factors and psychology in extreme environments.

Automation and Human Performance

Automation and Human Performance PDF Author: Mustapha Mouloua
Publisher:
ISBN: 9781351465038
Category : Electronic books
Languages : en
Pages :

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Book Description
"There is perhaps no facet of modern society where the influence of computer automation has not been felt. Flight management systems for pilots, diagnostic and surgical aids for physicians, navigational displays for drivers, and decision-aiding systems for air-traffic controllers, represent only a few of the numerous domains in which powerful new automation technologies have been introduced. The benefits that have been reaped from this technological revolution have been many. At the same time, automation has not always worked as planned by designers, and many problems have arisen--from minor inefficiencies of operation to large-scale, catastrophic accidents. Understanding how humans interact with automation is vital for the successful design of new automated systems that are both safe and efficient. The influence of automation technology on human performance has often been investigated in a fragmentary, isolated manner, with investigators conducting disconnected studies in different domains. There has been little contact between these endeavors, although principles gleaned from one domain may have implications for another. Also, with a few exceptions, the research has tended to be empirical and only theory-driven. In recent years, however, various groups of investigators have begun to examine human performance in automated systems in general and to develop theories of human interaction with automation technology. This book presents the current theories and assesses the impact of automation on different aspects of human performance. Both basic and applied research is presented to highlight the general principles of human-computer interaction in several domains where automation technologies are widely implemented. The major premise is that a broad-based, theory-driven approach will have significant implications for the effective design of both current and future automation technologies. This volume will be of considerable value to researchers in human"--Provided by publisher.

Robust Intelligence and Trust in Autonomous Systems

Robust Intelligence and Trust in Autonomous Systems PDF Author: Ranjeev Mittu
Publisher: Springer
ISBN: 148997668X
Category : Computers
Languages : en
Pages : 270

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Book Description
This volume explores the intersection of robust intelligence (RI) and trust in autonomous systems across multiple contexts among autonomous hybrid systems, where hybrids are arbitrary combinations of humans, machines and robots. To better understand the relationships between artificial intelligence (AI) and RI in a way that promotes trust between autonomous systems and human users, this book explores the underlying theory, mathematics, computational models, and field applications. It uniquely unifies the fields of RI and trust and frames it in a broader context, namely the effective integration of human-autonomous systems. A description of the current state of the art in RI and trust introduces the research work in this area. With this foundation, the chapters further elaborate on key research areas and gaps that are at the heart of effective human-systems integration, including workload management, human computer interfaces, team integration and performance, advanced analytics, behavior modeling, training, and, lastly, test and evaluation. Written by international leading researchers from across the field of autonomous systems research, Robust Intelligence and Trust in Autonomous Systems dedicates itself to thoroughly examining the challenges and trends of systems that exhibit RI, the fundamental implications of RI in developing trusted relationships with present and future autonomous systems, and the effective human systems integration that must result for trust to be sustained. Contributing authors: David W. Aha, Jenny Burke, Joseph Coyne, M.L. Cummings, Munjal Desai, Michael Drinkwater, Jill L. Drury, Michael W. Floyd, Fei Gao, Vladimir Gontar, Ayanna M. Howard, Mo Jamshidi, W.F. Lawless, Kapil Madathil, Ranjeev Mittu, Arezou Moussavi, Gari Palmer, Paul Robinette, Behzad Sadrfaridpour, Hamed Saeidi, Kristin E. Schaefer, Anne Selwyn, Ciara Sibley, Donald A. Sofge, Erin Solovey, Aaron Steinfeld, Barney Tannahill, Gavin Taylor, Alan R. Wagner, Yue Wang, Holly A. Yanco, Dan Zwillinger.

Comprehensive Healthcare Simulation: Improving Healthcare Systems

Comprehensive Healthcare Simulation: Improving Healthcare Systems PDF Author: Ellen S. Deutsch
Publisher: Springer Nature
ISBN: 3030729737
Category : Medical
Languages : en
Pages : 240

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Book Description
This book presents simulation as an essential, powerful tool to develop the best possible healthcare system for patients. It provides vital insights into the necessary steps for supporting and enhancing medical care through the simulation methodology. Organized into four sections, the book begins with a discussion on the overarching principles of simulation and systems. Section two then delves into the practical applications of simulation, including developing new workflows, utilizing new technology, building teamwork, and promoting resilience. Following this, section three examines the transition of ideas and initiatives into everyday practices. Chapters in this section analyze complex interpersonal topics such as how healthcare clinical stakeholders, simulationists, and experts who are non-clinicians can collaborate. The closing section explores the potential future directions of healthcare simulation, as well as leadership engagement. A new addition to the Comprehensive Healthcare Simulation Series, Improving Healthcare Systems stimulates the critical discussion of new and innovative concepts and reinforces well-established and germane principles.