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Mixed Initiative Planning and Control Under Uncertainty

Mixed Initiative Planning and Control Under Uncertainty PDF Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 153

Book Description
The unexpected increase in the complexity of command and control of future air operations that includes multiple classes of unmanned air vehicles with both sensing and strike capabilities and with multiple precision-guided weapons has given rise to DARPA's Mixed-Initiative Control of Automa-teams (MICA) Program. Planning and execution of multitarget missions for these platforms will be more complex. That complexity inheres not just in the large number of targets that must be prosecuted simultaneously by many teams of autonomous vehicles, but also in the likelihood that a continuously evolving target set may require multiple, dynamic replans of the teams' missions during the course of their execution. This report describes a prototype, closed-loop, dynamic planning and execution system and associated experimental results that address this challenge, the Mixed-Initiative Human System Interface (HSI) that supports operator participation in plan generation, plan execution, and situation awareness for teams of multiple, heterogeneous unmanned aircraft and some representative experimental results of applying that prototype in the context of the MICA program's Open Experiment Platform (OEP) simulation environment.

Mixed Initiative Planning and Control Under Uncertainty

Mixed Initiative Planning and Control Under Uncertainty PDF Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 153

Book Description
The unexpected increase in the complexity of command and control of future air operations that includes multiple classes of unmanned air vehicles with both sensing and strike capabilities and with multiple precision-guided weapons has given rise to DARPA's Mixed-Initiative Control of Automa-teams (MICA) Program. Planning and execution of multitarget missions for these platforms will be more complex. That complexity inheres not just in the large number of targets that must be prosecuted simultaneously by many teams of autonomous vehicles, but also in the likelihood that a continuously evolving target set may require multiple, dynamic replans of the teams' missions during the course of their execution. This report describes a prototype, closed-loop, dynamic planning and execution system and associated experimental results that address this challenge, the Mixed-Initiative Human System Interface (HSI) that supports operator participation in plan generation, plan execution, and situation awareness for teams of multiple, heterogeneous unmanned aircraft and some representative experimental results of applying that prototype in the context of the MICA program's Open Experiment Platform (OEP) simulation environment.

Mixed-Initiative Control of Autonomous Unmanned Units Under Uncertainty

Mixed-Initiative Control of Autonomous Unmanned Units Under Uncertainty PDF Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 39

Book Description
The MICA program focused on changing the control and coordination of unmanned aerial vehicles from a need for two to four persons per vehicle to one person controlling five or more vehicles. This program developed techniques for hierarchical control using mixed-initiative planning guidance and control taking a number of kinds of uncertainty into account at a fundamental level. These techniques focused on reasoning about uncertainty, including planning, belief tracking and communications with both human and automation. We developed this control model using Partially Observable Markov Decision Processes. The mixed-initiative interactions enabled users to describe constraints at multiple levels of the planning hierarchy. Techniques include visualization of the environment and optional speech input. The capabilities were demonstrated in a laboratory environment and on the program's Open Experimental Platform.

Principles and Practice of Constraint Programming - CP 2009

Principles and Practice of Constraint Programming - CP 2009 PDF Author: Ian P. Gent
Publisher: Springer Science & Business Media
ISBN: 3642042430
Category : Computers
Languages : en
Pages : 861

Book Description
This volume contains the papers presented at CP 2009: The 15th International Conference on Principles and Practice of Constraint Programming. It was held from September 20–24, 2009 at the Rectory of the New University of Lisbon, Portugal. Everyone involved with the conference thanks our sponsors for their support. There were 128 submissions to the research track, of which 53 were accepted for a rate of 41.4%. Each submission was reviewed by three reviewers, with a small number of additional reviews obtained in exceptional cases. Each review waseitherbyaProgrammeCommitteemember,orbyacolleagueinvitedtohelp by a committee member thanks to their particular expertise. Papers submitted as long papers were accepted at full length or not at all. It is important to note that papers submitted as short papers were held to the same high standards of qualityas long papers. There is thus no distinction in these proceedings between long and short papers, except of course the number of pages they occupy. As it happens, the acceptancerates of short and long papers wereverysimilar indeed. Therewere13submissionstotheapplicationtrack,ofwhich8wereaccepted, fora rateof61.5%.Papersunderwentthe samereviewprocessasregularpapers, and there was not a separate committee for reviewing application track papers. However, papers in the application track were not required to be original or novel research, but to be original and novel as an application of constraints.

Scalable Uncertainty Management

Scalable Uncertainty Management PDF Author: Weiru Liu
Publisher: Springer
ISBN: 3642403816
Category : Computers
Languages : en
Pages : 399

Book Description
This book constitutes the refereed proceedings of the 7th International Conference on Scalable Uncertainty Management, SUM 2013, held in Washington, DC, USA, in September 2013. The 26 revised full papers and 3 revised short papers were carefully reviewed and selected from 57 submissions. The papers cover topics in all areas of managing and reasoning with substantial and complex kinds of uncertain, incomplete or inconsistent information including applications in decision support systems, machine learning, negotiation technologies, semantic web applications, search engines, ontology systems, information retrieval, natural language processing, information extraction, image recognition, vision systems, data and text mining, and the consideration of issues such as provenance, trust, heterogeneity, and complexity of data and knowledge.

Scientific and Technical Aerospace Reports

Scientific and Technical Aerospace Reports PDF Author:
Publisher:
ISBN:
Category : Aeronautics
Languages : en
Pages : 1148

Book Description


AIAA Aerospace Sciences Meeting and Exhibit, 42nd

AIAA Aerospace Sciences Meeting and Exhibit, 42nd PDF Author:
Publisher:
ISBN:
Category : Aeronautics
Languages : en
Pages : 580

Book Description


Rail Human Factors

Rail Human Factors PDF Author: J Wilson
Publisher: Routledge
ISBN: 1351552406
Category : Business & Economics
Languages : en
Pages : 577

Book Description
In recent years, for reasons connected to the organization of the industry, technical developments, and major safety concerns, rail human factors has grown in importance at an international level. Despite its importance, however, supporting literature has been largely restricted to specialist journal publications and technical reports. Rail Human Factors addresses this imbalance by providing the first fully comprehensive overview of the area. The volume includes contributions from leading ergonomists, psychologists, sociologists, management scientists and engineers whose common theme is to investigate, understand and design for people on the railways, including staff, passengers and the general public. Every area of ergonomics/human factors is covered: physical design of work and equipment in maintenance; cognitive ergonomics in driving, signalling and control; organizational and social ergonomics in the way teams are formed, plans are made and organizations are structured and run. Topics covered include: Systems views of rail human factors Driver models and performance Train and cab design Network and train control systems, including ERTMS Signals and signal SPADS Signalling and control center design Signaller performance Control center interfaces Workload, situation awareness, team working Human error and reliability Timetabling and planning Maintenance planning and work Safety climate and safety culture Passenger comfort and behaviour Station design Public information systems Level crossings Trespass and vandalism Ergonomics standards and guidelines Human Factors integration The book is the definitive guide for all those concerned with making railways safer, more

ARPA/Rome Laboratory Knowledge-based Planning and Scheduling Initiative Workshop Proceedings, Tuscon, Arizona, February 21-24, 1994

ARPA/Rome Laboratory Knowledge-based Planning and Scheduling Initiative Workshop Proceedings, Tuscon, Arizona, February 21-24, 1994 PDF Author:
Publisher: Morgan Kaufmann
ISBN: 9781558603455
Category : Expert systems (Computer science)
Languages : en
Pages : 558

Book Description


The Control Handbook

The Control Handbook PDF Author: William S. Levine
Publisher: CRC Press
ISBN: 1420073613
Category : Technology & Engineering
Languages : en
Pages : 944

Book Description
At publication, The Control Handbook immediately became the definitive resource that engineers working with modern control systems required. Among its many accolades, that first edition was cited by the AAP as the Best Engineering Handbook of 1996. Now, 15 years later, William Levine has once again compiled the most comprehensive and authoritative resource on control engineering. He has fully reorganized the text to reflect the technical advances achieved since the last edition and has expanded its contents to include the multidisciplinary perspective that is making control engineering a critical component in so many fields. Now expanded from one to three volumes, The Control Handbook, Second Edition organizes cutting-edge contributions from more than 200 leading experts. The second volume, Control System Applications, includes 35 entirely new applications organized by subject area. Covering the design and use of control systems, this volume includes applications for: Automobiles, including PEM fuel cells Aerospace Industrial control of machines and processes Biomedical uses, including robotic surgery and drug discovery and development Electronics and communication networks Other applications are included in a section that reflects the multidisciplinary nature of control system work. These include applications for the construction of financial portfolios, earthquake response control for civil structures, quantum estimation and control, and the modeling and control of air conditioning and refrigeration systems. As with the first edition, the new edition not only stands as a record of accomplishment in control engineering but provides researchers with the means to make further advances. Progressively organized, the other two volumes in the set include: Control System Fundamentals Control System Advanced Methods

Rough Sets: Selected Methods and Applications in Management and Engineering

Rough Sets: Selected Methods and Applications in Management and Engineering PDF Author: Georg Peters
Publisher: Springer Science & Business Media
ISBN: 1447127609
Category : Computers
Languages : en
Pages : 213

Book Description
Rough Set Theory, introduced by Pawlak in the early 1980s, has become an important part of soft computing within the last 25 years. However, much of the focus has been on the theoretical understanding of Rough Sets, with a survey of Rough Sets and their applications within business and industry much desired. Rough Sets: Selected Methods and Applications in Management and Engineering provides context to Rough Set theory, with each chapter exploring a real-world application of Rough Sets. Rough Sets is relevant to managers striving to improve their businesses, industry researchers looking to improve the efficiency of their solutions, and university researchers wanting to apply Rough Sets to real-world problems.