A Computer Simulation Study of Rule-Based Control of an Autonomous Underwater Vehicle

A Computer Simulation Study of Rule-Based Control of an Autonomous Underwater Vehicle PDF Author: David L. MacPherson
Publisher:
ISBN:
Category : Artificial intelligence
Languages : en
Pages : 0

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Book Description
Man has an ever-increasing desire for machines to do this work for him. Unmanned vehicles that perform routine or hazardous tasks are receiving a great deal of attention. Vehicles for unmanned submersible applications are becoming more feasible as strides are made in very large scale integration of computer hardware. This work focuses on the development of algorithms and ideas for the computer control of military Autonomous Underwater Vehicles (AUVs). Both a Lisp machine and a graphics workstation, communicating via an Ethernet network, were used in this thesis to develop AUV simulator software. The emphasis has been placed on developing a computer graphics simulation of the control panel of an AUV and on a family of programs that define AUV missions. An AUV mission is a complete software plan designed to control an AUV as it executes the steps to achieve some goal or objective. AUV missions are executed by this simulator in a fully autonomous mode once certain mission parameters are supplied by a human user. Theses. (fr).

A Computer Simulation Study of Rule-Based Control of an Autonomous Underwater Vehicle

A Computer Simulation Study of Rule-Based Control of an Autonomous Underwater Vehicle PDF Author: David L. MacPherson
Publisher:
ISBN:
Category : Artificial intelligence
Languages : en
Pages : 0

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Book Description
Man has an ever-increasing desire for machines to do this work for him. Unmanned vehicles that perform routine or hazardous tasks are receiving a great deal of attention. Vehicles for unmanned submersible applications are becoming more feasible as strides are made in very large scale integration of computer hardware. This work focuses on the development of algorithms and ideas for the computer control of military Autonomous Underwater Vehicles (AUVs). Both a Lisp machine and a graphics workstation, communicating via an Ethernet network, were used in this thesis to develop AUV simulator software. The emphasis has been placed on developing a computer graphics simulation of the control panel of an AUV and on a family of programs that define AUV missions. An AUV mission is a complete software plan designed to control an AUV as it executes the steps to achieve some goal or objective. AUV missions are executed by this simulator in a fully autonomous mode once certain mission parameters are supplied by a human user. Theses. (fr).

Underwater Vehicle Control and Communication Systems Based on Machine Learning Techniques

Underwater Vehicle Control and Communication Systems Based on Machine Learning Techniques PDF Author: Tien Anh Tran
Publisher: CRC Press
ISBN: 1003817025
Category : Technology & Engineering
Languages : en
Pages : 191

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Book Description
The development of intelligent transportation systems, especially autonomous underwater vehicles, has become significant in marine engineering, with an aim to enhance energy efficiency management and communication systems. This book covers different aspects of optimization of autonomous underwater vehicles and their propulsion systems via machine learning techniques. It further analyses hydrodynamic characteristics including the study of experimental investigation combined with hydrodynamic characteristics backed by MATLAB® codes and simulation study results. Features: Covers utilization of machine learning techniques with a focus on marine science and ocean engineering. Details effect of the intelligent transportation system (ITS) into the sustainable environment and ecology system. Evaluates performance of particle swarm intelligence-based optimization techniques. Reviews propulsion performance of the remote-controlled vehicles based on machine learning techniques. Includes MATLAB® examples and simulation study results. This book is aimed at graduate students and researchers in marine engineering and technology, computer science, and control system engineering.

Autonomous Underwater Vehicles

Autonomous Underwater Vehicles PDF Author: Sabiha Wadoo
Publisher: CRC Press
ISBN: 1439818320
Category : Technology & Engineering
Languages : en
Pages : 165

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Book Description
Underwater vehicles present some difficult and very particular control system design problems. These are often the result of nonlinear dynamics and uncertain models, as well as the presence of sometimes unforeseeable environmental disturbances that are difficult to measure or estimate. Autonomous Underwater Vehicles: Modeling, Control Design, and Simulation outlines a novel approach to help readers develop models to simulate feedback controllers for motion planning and design. The book combines useful information on both kinematic and dynamic nonlinear feedback control models, providing simulation results and other essential information, giving readers a truly unique and all-encompassing new perspective on design. Includes MATLAB® Simulations to Illustrate Concepts and Enhance Understanding Starting with an introductory overview, the book offers examples of underwater vehicle construction, exploring kinematic fundamentals, problem formulation, and controllability, among other key topics. Particularly valuable to researchers is the book’s detailed coverage of mathematical analysis as it applies to controllability, motion planning, feedback, modeling, and other concepts involved in nonlinear control design. Throughout, the authors reinforce the implicit goal in underwater vehicle design—to stabilize and make the vehicle follow a trajectory precisely. Fundamentally nonlinear in nature, the dynamics of AUVs present a difficult control system design problem which cannot be easily accommodated by traditional linear design methodologies. The results presented here can be extended to obtain advanced control strategies and design schemes not only for autonomous underwater vehicles but also for other similar problems in the area of nonlinear control.

Masters Theses in the Pure and Applied Sciences

Masters Theses in the Pure and Applied Sciences PDF Author: Wade H. Shafer
Publisher: Springer Science & Business Media
ISBN: 1461534747
Category : Science
Languages : en
Pages : 421

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Book Description
Masters Theses in the Pure and Applied Sciences was first conceived, published, and disseminated by the Center for Information and Numerical Data Analysis and Synthesis (CINDAS) * at Purdue University in 1957, starting its coverage of theses with the academic year 1955. Beginning with Volume 13, the printing and dissemination phases of the activity were transferred to University Microfilms/Xerox of Ann Arbor, Michigan, with the thought that such an arrangement would be more beneficial to the academic and general scientific and technical community. After five years of this joint undertaking we had concluded that it was in the interest of all con cerned if the printing and distribution of the volumes were handled by an interna tional publishing house to assure improved service and broader dissemination. Hence, starting with Volume 18, Masters Theses in the Pure and Applied Sciences has been disseminated on a worldwide basis by Plenum Publishing Cor poration of New York, and in the same year the coverage was broadened to include Canadian universities. All back issues can also be ordered from Plenum. We have reported in Volume 34 (thesis year 1989) a total of 13,377 theses titles from 26 Canadian and 184 United States universities. We are sure that this broader base for these titles reported will greatly enhance the value of this important annual reference work. While Volume 34 reports theses submitted in 1989, on occasion, certain univer sities do report theses submitted in previous years but not reported at the time.

A Computer Simulation Study of Mission Planning and Control for the NPS Autonomous Underwater Vehicle

A Computer Simulation Study of Mission Planning and Control for the NPS Autonomous Underwater Vehicle PDF Author: Douglas B. Nordman
Publisher:
ISBN:
Category : Automated guided vehicles systems
Languages : en
Pages : 78

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Book Description


NPS-CS-92-002

NPS-CS-92-002 PDF Author: Yuh-jeng Lee
Publisher:
ISBN:
Category :
Languages : en
Pages : 27

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Book Description
This report describes a rule based system that has been designed to oversee the maneuvering of the autonomous underwater vehicle, AUV II, that has been constructed at the Naval Postgraduate School. The system will monitor the progress from the AUV launch point to a goal area and back to the origin. It is able to make informed decisions about the mission, taking into account the navigational path, the vehicle subsystems health, the sea environment, and the specific mission profile which is downloaded from an off-board mission planner. Heuristics for maneuvering, avoidance of uncharted obstacles, waypoint navigation, and reaction to emergencies - essentially the expert knowledge of a submarine captain - have been coded using the expert system shell CLIPS. The design of a high level control software architecture for AUV II and the development of the domain specific knowledge for AUV operation are discussed in detail. Simulation results showed that the system is capable of reacting to various adverse situations in a timely manner. Expert Systems Autonomous Underwater Vehicle Rule Based Control, Mission Execution.

Autonomous Underwater Vehicles

Autonomous Underwater Vehicles PDF Author: Jing Yan
Publisher: Springer Nature
ISBN: 9811660964
Category : Technology & Engineering
Languages : en
Pages : 222

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Book Description
Autonomous underwater vehicles (AUVs) are emerging as a promising solution to help us explore and understand the ocean. The global market for AUVs is predicted to grow from 638 million dollars in 2020 to 1,638 million dollars by 2025 – a compound annual growth rate of 20.8 percent. To make AUVs suitable for a wider range of application-specific missions, it is necessary to deploy multiple AUVs to cooperatively perform the localization, tracking and formation tasks. However, weak underwater acoustic communication and the model uncertainty of AUVs make achieving this challenging. This book presents cutting-edge results regarding localization, tracking and formation for AUVs, highlighting the latest research on commonly encountered AUV systems. It also showcases several joint localization and tracking solutions for AUVs. Lastly, it discusses future research directions and provides guidance on the design of future localization, tracking and formation schemes for AUVs. Representing a substantial contribution to nonlinear system theory, robotic control theory, and underwater acoustic communication system, this book will appeal to university researchers, scientists, engineers, and graduate students in control theory and control engineering who wish to learn about the core principles, methods, algorithms, and applications of AUVs. Moreover, the practical localization, tracking and formation schemes presented provide guidance on exploring the ocean. The book is intended for those with an understanding of nonlinear system theory, robotic control theory, and underwater acoustic communication systems.

Underwater Robots

Underwater Robots PDF Author: Gianluca Antonelli
Publisher: Springer
ISBN: 3319028774
Category : Technology & Engineering
Languages : en
Pages : 294

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Book Description
This book, now at the third edition, addresses the main control aspects in underwater manipulation tasks. The mathematical model with significant impact on the control strategy is discussed. The problem of controlling a 6-degrees-of-freedoms autonomous underwater vehicle is deeply investigated and a survey of fault detection/tolerant strategies for unmanned underwater vehicles is provided. Inverse kinematics, dynamic and interaction control for underwater vehicle-manipulator systems are then discussed. The code used to generate most of the numerical simulations is made available and briefly discussed.

Underwater Robots

Underwater Robots PDF Author: Gianluca Antonelli
Publisher: Springer
ISBN: 3662143879
Category : Computers
Languages : en
Pages : 201

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Book Description
This book deals with the state of the art in underwater robotics experiments of dynamic control of an underwater vehicle. The author presents experimental results on motion control and fault tolerance to thrusters’ faults with the autonomous vehicle ODIN. This second substantially improved and expanded edition new features are presented dealing with fault-tolerant control and coordinated control of autonomous underwater vehicles.

Autonomous Underwater Vehicles

Autonomous Underwater Vehicles PDF Author: Cynthia Mitchell
Publisher:
ISBN: 9781536118193
Category : Automated vehicles
Languages : en
Pages : 0

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Book Description
Gravity-gradient and magnetic-gradient inversion equations are combined to estimate the orientation and distance of an underwater object. The CKF algorithm based on EMMAF algorithm and Spherical-Radial is proposed and is applied to the fault diagnosis of slaver AUV in multi AUV collaborative positioning system. Simulation results are used to analyze the advantages and disadvantages of the three algorithms. This book looks at how a Service-Oriented Agent Architecture (SOAA) for marine robots is endowed with resilient capabilities in order to build a robust (fault-tolerant) vehicle control approach. Particular attention is paid to cognitive RCAs based on agent technologies and any other smart solution already applied or potentially applicable to UMVs. The book also presents current and future trends of RCAs for UMVs.