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Decision Making, Planning, and Control Strategies for Intelligent Vehicles, Haotian Cao, Mingjun Li, Song Zhao, Xiaolin Song


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Автор: Haotian Cao, Mingjun Li, Song Zhao, Xiaolin Song
Название:  Decision Making, Planning, and Control Strategies for Intelligent Vehicles
ISBN: 9781681738826
Издательство: Mare Nostrum (Eurospan)
Классификация: ISBN-10: 1681738821
Обложка/Формат: Paperback
Страницы: 138
Вес: 0.25 кг.
Дата издания: 30.07.2020
Серия: Computing & IT
Язык: English
Размер: 23.50 x 19.10 x 0.76 cm
Читательская аудитория: Professional and scholarly
Ключевые слова: Artificial intelligence,Automotive technology & trades,Computer science, COMPUTERS / Computer Science,COMPUTERS / Intelligence (AI) & Semantics,TECHNOLOGY & ENGINEERING / Automotive
Рейтинг:
Поставляется из: Англии
Описание: The intelligent vehicle will play a crucial and essential role in the development of the future intelligent transportation system, which is developing toward the connected driving environment, ultimate driving safety, and comforts, as well as green efficiency.

While the decision making, planning, and control are extremely vital components of the intelligent vehicle, these modules act as a bridge, connecting the subsystem of the environmental perception and the bottom-level control execution of the vehicle as well. This short book covers various strategies of designing the decision making, trajectory planning, and tracking control, as well as share driving, of the human-automation to adapt to different levels of the automated driving system.

More specifically, we introduce an end-to-end decision-making module based on the deep Q-learning, and improved path-planning methods based on artificial potentials and elastic bands which are designed for obstacle avoidance. Then, the optimal method based on the convex optimization and the natural cubic spline is presented.

As for the speed planning, planning methods based on the multi-object optimization and high-order polynomials, and a method with convex optimization and natural cubic splines, are proposed for the non-vehicle-following scenario (e.g., free driving, lane change, obstacle avoidance), while the planning method based on vehicle-following kinematics and the model predictive control (MPC) is adopted for the car-following scenario. We introduce two robust tracking methods for the trajectory following. The first one, based on nonlinear vehicle longitudinal or path-preview dynamic systems, utilizes the adaptive sliding mode control (SMC) law which can compensate for uncertainties to follow the speed or path profiles. The second one is based on the five-degrees-of-freedom nonlinear vehicle dynamical system that utilizes the linearized time-varying MPC to track the speed and path profile simultaneously.

Toward human-automation cooperative driving systems, we introduce two control strategies to address the control authority and conflict management problems between the human driver and the automated driving systems. Driving safety field and game theory are utilized to propose a game-based strategy, which is used to deal with path conflicts during obstacle avoidance. Driver's driving intention, situation assessment, and performance index are employed for the development of the fuzzy-based strategy.

Multiple case studies and demos are included in each chapter to show the effectiveness of the proposed approach. We sincerely hope the contents of this short book provide certain theoretical guidance and technical supports for the development of intelligent vehicle technology.



Decision Making, Planning, and Control Strategies for Intelligent Vehicles

Автор: Haotian Cao, Mingjun Li, Song Zhao, Xiaolin Song
Название: Decision Making, Planning, and Control Strategies for Intelligent Vehicles
ISBN: 1681738848 ISBN-13(EAN): 9781681738840
Издательство: Mare Nostrum (Eurospan)
Рейтинг:
Цена: 9979.00 р.
Наличие на складе: Нет в наличии.

Описание: The intelligent vehicle will play a crucial and essential role in the development of the future intelligent transportation system, which is developing toward the connected driving environment, ultimate driving safety, and comforts, as well as green efficiency.

While the decision making, planning, and control are extremely vital components of the intelligent vehicle, these modules act as a bridge, connecting the subsystem of the environmental perception and the bottom-level control execution of the vehicle as well. This short book covers various strategies of designing the decision making, trajectory planning, and tracking control, as well as share driving, of the human-automation to adapt to different levels of the automated driving system.

More specifically, we introduce an end-to-end decision-making module based on the deep Q-learning, and improved path-planning methods based on artificial potentials and elastic bands which are designed for obstacle avoidance. Then, the optimal method based on the convex optimization and the natural cubic spline is presented.

As for the speed planning, planning methods based on the multi-object optimization and high-order polynomials, and a method with convex optimization and natural cubic splines, are proposed for the non-vehicle-following scenario (e.g., free driving, lane change, obstacle avoidance), while the planning method based on vehicle-following kinematics and the model predictive control (MPC) is adopted for the car-following scenario. We introduce two robust tracking methods for the trajectory following. The first one, based on nonlinear vehicle longitudinal or path-preview dynamic systems, utilizes the adaptive sliding mode control (SMC) law which can compensate for uncertainties to follow the speed or path profiles. The second one is based on the five-degrees-of-freedom nonlinear vehicle dynamical system that utilizes the linearized time-varying MPC to track the speed and path profile simultaneously.

Toward human-automation cooperative driving systems, we introduce two control strategies to address the control authority and conflict management problems between the human driver and the automated driving systems. Driving safety field and game theory are utilized to propose a game-based strategy, which is used to deal with path conflicts during obstacle avoidance. Driver's driving intention, situation assessment, and performance index are employed for the development of the fuzzy-based strategy.

Multiple case studies and demos are included in each chapter to show the effectiveness of the proposed approach. We sincerely hope the contents of this short book provide certain theoretical guidance and technical supports for the development of intelligent vehicle technology.

Mental Models: A Guide to Improve Decision-Making, Problem Solving and Control Your Life with Powerful Strategies

Автор: Mind Mark
Название: Mental Models: A Guide to Improve Decision-Making, Problem Solving and Control Your Life with Powerful Strategies
ISBN: 180157989X ISBN-13(EAN): 9781801579896
Издательство: Неизвестно
Рейтинг:
Цена: 4683.00 р.
Наличие на складе: Нет в наличии.

Описание:

Do you find yourself struggling with crippling thoughts? Do you find yourself procrastinating all the time? Do you feel like you're susceptible to self-destructive thoughts? If your answer is yes to one of these questions, then congratulations because you've just found your ticket to a way out

MENTAL MODELS is a transformative self-help book dedicated to gearing individuals towards the path to productivity, mental stability, mental strength, and achieving a healthy mental-hygiene. Written specifically to aid those suffering from various psychological issues, the books act as the ultimate guide that will lead anyone into overcoming the hurdles known as overthinking, pessimism, anxiety and procrastination.

These two books deal with:

- How to assess one's own mental strength,

- How you can effectively address general negativity,

- How to develop mental toughness..

The book include chapters that are dedicated to how one can improve one's emotional intelligence, the secrets to staying consistently motivated, how to proof oneself against mental adversaries, how to mentally mature and learn to accept things the way they are, and many more insightful details to secure one's overall well-being.

No one deserves to drown in the dark side of their own mind. No one deserves to live a mentally unstable life. Everyone only deserves to live a healthy and worry-free life, to the best they can be.

Be the best that you can be now by starting your journey with this amazing book, Mental models



Cost Accounting for Managerial Planning, Decision Making and Control

Автор: Liao Woody
Название: Cost Accounting for Managerial Planning, Decision Making and Control
ISBN: 1516551702 ISBN-13(EAN): 9781516551705
Издательство: Неизвестно
Цена: 54586.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Handbook for student law for higher education administrators

Автор: Castagnera, James Ottavio
Название: Handbook for student law for higher education administrators
ISBN: 1433124661 ISBN-13(EAN): 9781433124662
Издательство: Peter Lang
Рейтинг:
Цена: 6514.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: The Handbook for Student Law for Higher Education Administrators is a practical tool, intended for administrators, dealing with students in higher education and focusing principally on four-year institutions. Addressing the ever-developing relationship between higher education and the law, the book provides the academic administrator with the means to knowledgeably and confidently navigate the many legal threats and challenges facing colleges today. Using examples from real cases and scenarios from numerous institutions, the handbook provides sample policies, checklists, and advice that administrators can apply to a wide variety of situations, both preventatively and proactively. This 2014 revised edition of Dr. Castagnera’s popular handbook is a current compendium of practical knowledge and guidance, useful for any administrator dealing with the legal minefield that is higher education in this second decade of the new millennium.

Corporate Strategy: Tools for Analysis and Decision-making

Автор: Phanish Puranam
Название: Corporate Strategy: Tools for Analysis and Decision-making
ISBN: 1107544041 ISBN-13(EAN): 9781107544048
Издательство: Cambridge Academ
Рейтинг:
Цена: 5542.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This concise textbook arms students and managers with the tools needed to make good decisions on corporate strategy issues and to perform sound analysis of the corporate strategy decisions of others. A rich companion website with downloadable tools, case materials and current examples from the media is also included.

Epistemic Logic Planning Case-Based Planning Adaptation, Using Epistemic Logic Revision for Robot`s Decision Making

Автор: Maghsoudi, Shahin
Название: Epistemic Logic Planning Case-Based Planning Adaptation, Using Epistemic Logic Revision for Robot`s Decision Making
ISBN: 3639050630 ISBN-13(EAN): 9783639050639
Издательство: Неизвестно
Рейтинг:
Цена: 10950.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Project management

Автор: Mikkelson, Hans Riis, Jens O.
Название: Project management
ISBN: 1787148300 ISBN-13(EAN): 9781787148307
Издательство: Emerald
Рейтинг:
Цена: 12601.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Modern projects are confronted with complexity and ambiguity. To provide a holistic framework, this book presents a new project management model that is used to identify the nature of a project and develop appropriate project solutions. It also allows a circular planning process, leading to coherence across the project`s elements.

Intelligent Strategies for Meta Multiple Criteria Decision Making

Автор: Thomas Hanne
Название: Intelligent Strategies for Meta Multiple Criteria Decision Making
ISBN: 1461356326 ISBN-13(EAN): 9781461356325
Издательство: Springer
Рейтинг:
Цена: 13974.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Multiple criteria decision-making research has developed rapidly and has become a main area of research for dealing with complex decision problems which require the consideration of multiple objectives or criteria.

Design Thinking in Play: An Action Guide for Educators

Автор: Gallagher Alyssa, Thordarson Kami
Название: Design Thinking in Play: An Action Guide for Educators
ISBN: 1416628851 ISBN-13(EAN): 9781416628859
Издательство: Mare Nostrum (Eurospan)
Рейтинг:
Цена: 4019.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Design thinking is a person-centered, problem-solving process that's a go-to for innovative businesses and gaining traction with school leaders interested in positive change. But understanding design thinking is one thing; actually putting it in play is something else.

Authors Alyssa Gallagher and Kami Thordarson offer educators a practical guide for navigating design thinking's invigorating challenges and reaping its considerable rewards. They dig deep into the five-stage design thinking process, highlighting risk factors and recommending specific steps to keep you moving forward. The 25 downloadable and reproducible tools provide prompts and supports that will help you and your team:

  • Identify change opportunities.
  • Dig deeper into complex problems.
  • Analyze topics to isolate specific challenges.
  • Connect with and solve for user needs.
  • Apply what you've learned about users to design challenges.
  • Maximize brainstorming power.
  • Create and employ solution prototypes.
  • Pitch solutions and secure buy-in from stakeholders.
  • Organize and analyze user feedback.
  • Map out a solution's specific actions and resource requirements.


Design Thinking in Play is a must-have for education leaders who are tired of waiting for someone else to solve their problems and ready to take action, have fun, and leverage collective insight to figure out what will really work for their school, their colleagues, and their students.
Interactional Research Into Problem-Based Learning

Автор: Susan M. Bridges, Rintaro Imafuku
Название: Interactional Research Into Problem-Based Learning
ISBN: 1557538042 ISBN-13(EAN): 9781557538048
Издательство: Mare Nostrum (Eurospan)
Рейтинг:
Цена: 6896.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Problem-based learning (PBL) has been deployed as a student-centered instructional approach and curriculum design in a wide range of academic fields across the world. The majority of educational research to date has focused on knowledge-based outcomes addressing why PBL is useful. Researchers of PBL are developing a growing interest in qualitative research with a process-driven orientation to examining learning interactions. It is essential to broaden this research base so as to support PBL designs and approaches to leading students into higher-order thinking and a deeper approach to learning. Interactional Research Into Problem-Based Learning explores how students learn in an inquiry-led approach such as PBL. Included are studies that focus on learning in situ and go beyond measuring the outcomes of PBL. The goal is to further expand the PBL research base of qualitative investigations examining the social dimension and lived experience of teaching and learning within the PBL process. A second aim of this volume is to shed light on the methodological aspects of researching PBL, adding new perspectives to the current trends in qualitative studies on PBL. Chapters cover ethnographic approaches to video analysis, introspective protocols such as stimulated recall, and longitudinal qualitative studies using discourse-based analytic approaches. Specifically, this book will further contribute to the current educational research both theoretically and empirically in the following key areas: students' learning processes in PBL over time and across contexts; the nature of quality interactions in PBL tutorials; the (inter)cultural aspects of learning in PBL; facilitation processes and group dynamics in synchronous and asynchronous face-to-face and blended PBL; and the developing nature of PBL learner identity.

Mental Models: A Guide to Improve Decision-Making, Problem Solving and Control Your Life with Powerful Strategies

Автор: Mind Mark
Название: Mental Models: A Guide to Improve Decision-Making, Problem Solving and Control Your Life with Powerful Strategies
ISBN: 1801580049 ISBN-13(EAN): 9781801580045
Издательство: Неизвестно
Рейтинг:
Цена: 3304.00 р.
Наличие на складе: Нет в наличии.

Описание:

Do you find yourself struggling with crippling thoughts? Do you find yourself procrastinating all the time? Do you feel like you're susceptible to self-destructive thoughts? If your answer is yes to one of these questions, then congratulations because you've just found your ticket to a way out

MENTAL MODELS is a transformative self-help book dedicated to gearing individuals towards the path to productivity, mental stability, mental strength, and achieving a healthy mental-hygiene. Written specifically to aid those suffering from various psychological issues, the books act as the ultimate guide that will lead anyone into overcoming the hurdles known as overthinking, pessimism, anxiety and procrastination.

These two books deal with:

- How to assess one's own mental strength,

- How you can effectively address general negativity,

- How to develop mental toughness..

The book include chapters that are dedicated to how one can improve one's emotional intelligence, the secrets to staying consistently motivated, how to proof oneself against mental adversaries, how to mentally mature and learn to accept things the way they are, and many more insightful details to secure one's overall well-being.

No one deserves to drown in the dark side of their own mind. No one deserves to live a mentally unstable life. Everyone only deserves to live a healthy and worry-free life, to the best they can be.

Be the best that you can be now by starting your journey with this amazing book, Mental models


Transport Planning and Traffic Safety: Making Cities, Roads, and Vehicles Safer

Автор: Tiwari Geetam, Mohan Dinesh
Название: Transport Planning and Traffic Safety: Making Cities, Roads, and Vehicles Safer
ISBN: 1498751458 ISBN-13(EAN): 9781498751452
Издательство: Taylor&Francis
Рейтинг:
Цена: 19906.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

In recognition of the importance of road safety as a major health issue, the World Health Organization has declared 2011-2021 the Decade of Safety Action. Several countries in Europe, North America, and Asia have been successful in reducing fatalities and injuries due to road traffic crashes. However, many low-income countries continue to experience high rates of traffic fatalities and injuries.

Transport Planning and Traffic Safety: Making Cities, Roads, and Vehicles Safer offers a source book for road safety training courses as well as an introductory textbook for graduate-level courses on road safety taught in engineering institutes. It brings together the international experiences and lessons learned from countries which have been successful in reducing traffic crashes and their applicability in low-income countries. The content is based on lectures delivered during an international course on transportation planning and traffic safety, sponsored annually by the Transportation Research and Injury Prevention Programme (TRIPP) at the Indian Institute of Technology, Delhi.

The book is interdisciplinary and aimed at professionals-traffic and road engineers, vehicle designers, law enforcers, and transport planners. The authors examine trends in performance of OECD countries and highlight the public health and systems approach of traffic safety with the vulnerable road user in focus. Topics include land use (transportation planning, mobility, and safety), safety education and legislation, accident analysis, road safety research, human tolerance to injury, vehicle design, safety in construction zones, safety in urban areas, traffic calming, public transportation, safety laws and policies, and pre-hospital care of the injured.


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