Machine Intelligence and Autonomy for Aerospace Systems

Machine Intelligence and Autonomy for Aerospace Systems PDF

Author: Ewald Heer

Publisher:

Published: 1988

Total Pages: 384

ISBN-13:

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After a brief historical overview, chapters discuss the implications of a 1985 Congressional mandate to advance automation and robotics for the Space Station program, the human in the control loop, and special advanced artificial intelligence areas related to the autonomous, operational aspects of s

Advances in Computational Intelligence and Autonomy for Aerospace Systems

Advances in Computational Intelligence and Autonomy for Aerospace Systems PDF

Author: John Valasek

Publisher:

Published: 2018

Total Pages: 0

ISBN-13: 9781624104787

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Provides the aerospace researcher and the practicing aerospace engineer with insight into the latest innovative methods and approaches regarding intelligent and autonomous aerospace systems. Coverage includes Intelligent Space Systems, Intelligent Validation and Verification Methods, Intelligent Health Monitoring, and Intelligent Flight Control.

Advances in Intelligent and Autonomous Aerospace Systems

Advances in Intelligent and Autonomous Aerospace Systems PDF

Author: John Valasek

Publisher: Progress in Astronautics and A

Published: 2012

Total Pages: 0

ISBN-13: 9781600868979

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Research advances in embedded computational intelligence, communication, control, and new mechanisms for sensing, actuation, and adaptation hold the promise to transform aerospace. The result will be air and space vehicles, propulsion systems, exploration systems, and vehicle management systems that respond more quickly, provide large-scale distributed coordination, work in dangerous or inaccessible environments, and augment human capabilities. Advances in Intelligent and Autonomous Aerospace Systems seeks to provide both the aerospace researcher and the practicing aerospace engineer with an exposition on the latest innovative methods and approaches that focus on intelligent and autonomous aerospace systems. The chapters are written by leading researchers in this field, and include ideas, directions, and recent results on intelligent aerospace research issues with a focus on dynamics and control, systems engineering, and aerospace design. The content on uncertainties, modeling of large and highly non-linear complex systems, robustness, and adaptivity is intended to be useful in both the sub-system and the overall system level design and analysis of various aerospace vehicles.A broad spectrum of methods and approaches are presented, including: * Bio-Inspiration * Fuzzy Logic * Genetic Algorithms * Q-Learning * Markov Decision Processes * Approximate Dynamic Programming * Artificial Neural Networks * Probabilistic Maps * Multi-Agent Systems * Kalman, particle, and confidence filtering

Autonomous and Autonomic Systems: With Applications to NASA Intelligent Spacecraft Operations and Exploration Systems

Autonomous and Autonomic Systems: With Applications to NASA Intelligent Spacecraft Operations and Exploration Systems PDF

Author: Walt Truszkowski

Publisher: Springer Science & Business Media

Published: 2009-11-12

Total Pages: 295

ISBN-13: 1846282330

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In the early 1990s, NASA Goddard Space Flight Center started researching and developing autonomous and autonomic ground and spacecraft control systems for future NASA missions. This research started by experimenting with and developing expert systems to automate ground station software and reduce the number of people needed to control a spacecraft. This was followed by research into agent-based technology to develop autonomous ground c- trol and spacecraft. Research into this area has now evolved into using the concepts of autonomic systems to make future space missions self-managing and giving them a high degree of survivability in the harsh environments in which they operate. This book describes much of the results of this research. In addition, it aimstodiscusstheneededsoftwaretomakefutureNASAspacemissionsmore completelyautonomousandautonomic.Thecoreofthesoftwareforthesenew missions has been written for other applications or is being applied gradually in current missions, or is in current development. It is intended that this book should document how NASA missions are becoming more autonomous and autonomic and should point to the way of making future missions highly - tonomous and autonomic. What is not covered is the supporting hardware of these missions or the intricate software that implements orbit and at- tude determination, on-board resource allocation, or planning and scheduling (though we refer to these technologies and give references for the interested reader).

Advances in Computational Intelligence and Autonomy for Aerospace Systems

Advances in Computational Intelligence and Autonomy for Aerospace Systems PDF

Author: John Valasek

Publisher:

Published: 2018

Total Pages: 431

ISBN-13: 9781523120673

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"A follow-on volume to Advances in Intelligent and Autonomous Aerospace Systems (AIAA, 2012), Advances in Computational Intelligence and Autonomy for Aerospace Systems seeks tp provide both the aerospace researcher and the practicing aerospace engineer with further insight into the latest innovative methods and approaches regarding intelligent and autonomous aerospace systems."--Page [4] of cover.

Intelligent Autonomous Systems 7

Intelligent Autonomous Systems 7 PDF

Author: Maria Gini

Publisher: IOS Press

Published: 2002

Total Pages: 442

ISBN-13: 9781586032395

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The goal of the Seventh International Conference on Intelligent Autonomous Systems (IAS-7) was to exchange and stimulate research ideas that make future robots and systems more intelligent and autonomous. This volume of proceedings contains 71 technical papers by authors from 15 countries.

Intelligent Autonomous Systems

Intelligent Autonomous Systems PDF

Author: Y. Kakazu

Publisher: IOS Press

Published: 1998

Total Pages: 824

ISBN-13: 9789051993981

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This book contains scientific and engineering activities of the fifth international conference of Intelligent Autonomous Systems (IAS-5). The exploration for automatic systems has much attention over the centuries and created attractive research activities. The Intelligent and Autonomous systems are the current trend toward fully automatic systems that can adapt to changes in their environment. The purpose of the fifth IAS conference is to provide an opportunity for the international community of researchers in the field of autonomous systems as well as architectures, tools, components, techniques, and new IAS design methodologies. The emphasis will be on science and technology for autonomous systems working in a complex environment.

Putting AI in the Critical Loop

Putting AI in the Critical Loop PDF

Author: Prithviraj Dasgupta

Publisher: Elsevier

Published: 2024-02-23

Total Pages: 306

ISBN-13: 0443159874

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Providing a high level of autonomy for a human-machine team requires assumptions that address behavior and mutual trust. The performance of a human-machine team is maximized when the partnership provides mutual benefits that satisfy design rationales, balance of control, and the nature of autonomy. The distinctively different characteristics and features of humans and machines are likely why they have the potential to work well together, overcoming each other's weaknesses through cooperation, synergy, and interdependence which forms a “collective intelligence. Trust is bidirectional and two-sided; humans need to trust AI technology, but future AI technology may also need to trust humans.Putting AI in the Critical Loop: Assured Trust and Autonomy in Human-Machine Teams focuses on human-machine trust and “assured performance and operation in order to realize the potential of autonomy. This book aims to take on the primary challenges of bidirectional trust and performance of autonomous systems, providing readers with a review of the latest literature, the science of autonomy, and a clear path towards the autonomy of human-machine teams and systems. Throughout this book, the intersecting themes of collective intelligence, bidirectional trust, and continual assurance form the challenging and extraordinarily interesting themes which will help lay the groundwork for the audience to not only bridge the knowledge gaps, but also to advance this science to develop better solutions. Assesses the latest research advances, engineering challenges, and the theoretical gaps surrounding the question of autonomy Reviews the challenges of autonomy (e.g., trust, ethics, legalities, etc.), including gaps in the knowledge of the science Offers a path forward to solutions Investigates the value of trust by humans of HMTs, as well as the bidirectionality of trust, understanding how machines learn to trust their human teammates

Foundations of Trusted Autonomy

Foundations of Trusted Autonomy PDF

Author: Hussein A. Abbass

Publisher: Springer

Published: 2018-01-15

Total Pages: 399

ISBN-13: 3319648160

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This book establishes the foundations needed to realize the ultimate goals for artificial intelligence, such as autonomy and trustworthiness. Aimed at scientists, researchers, technologists, practitioners, and students, it brings together contributions offering the basics, the challenges and the state-of-the-art on trusted autonomous systems in a single volume. The book is structured in three parts, with chapters written by eminent researchers and outstanding practitioners and users in the field. The first part covers foundational artificial intelligence technologies, while the second part covers philosophical, practical and technological perspectives on trust. Lastly, the third part presents advanced topics necessary to create future trusted autonomous systems. The book augments theory with real-world applications including cyber security, defence and space.

Autonomy on Land and Sea and in the Air and Space

Autonomy on Land and Sea and in the Air and Space PDF

Author: National Academy of Engineering

Publisher: National Academies Press

Published: 2018-07-31

Total Pages: 47

ISBN-13: 0309478529

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Autonomy is multidisciplinary, multicultural, and global in its development and applications. Autonomous vehicles rely on communications, artificial intelligence, sensors, virtual and enhanced reality, big data, security, and many other technologies. Each year the annual meeting of the National Academy of Engineering highlights an engineering theme that is quickly developing in the world. The theme of the 2017 meeting was autonomy on land and sea and in the air and space. This publication summarizes the presentations and discussions from the meeting.