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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: 9781681738840
Издательство: Mare Nostrum (Eurospan)
Классификация: ISBN-10: 1681738848
Обложка/Формат: Hardcover
Страницы: 138
Вес: 0.46 кг.
Дата издания: 30.07.2020
Серия: Computing & IT
Язык: English
Размер: 23.50 x 19.10 x 0.97 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: 1681738821 ISBN-13(EAN): 9781681738826
Издательство: Mare Nostrum (Eurospan)
Рейтинг:
Цена: 7207.00 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.

Автор: Geraldine Lavin, Margaret A. White
Название: Mastering the Processes of Strategic Management: Evaluation, Planning, Implementation, Control
ISBN: 3110706687 ISBN-13(EAN): 9783110706680
Издательство: Walter de Gruyter
Рейтинг:
Цена: 4826.00 р.
Наличие на складе: Нет в наличии.

Описание:

Strategic Management books all emphasize planning, implementation and control. But successful strategic management is all about evaluation at every step of the process. If your plan is faulty or your implementation and control processes are not up to par then your plan is in jeopardy. Each step needs to be analyzed. White and Lavin show how evaluating at every step dramatically improves the chances of success.

Автор: Geraldine Lavin, Margaret A. White
Название: Mastering the Processes of Strategic Management: Evaluation, Planning, Implementation, Control
ISBN: 311070658X ISBN-13(EAN): 9783110706581
Издательство: Walter de Gruyter
Рейтинг:
Цена: 4826.00 р.
Наличие на складе: Нет в наличии.

Описание:

Strategic Management books all emphasize planning, implementation and control. But successful strategic management is all about evaluation at every step of the process. If your plan is faulty or your implementation and control processes are not up to par then your plan is in jeopardy. Each step needs to be analyzed. White and Lavin show how evaluating at every step dramatically improves the chances of success.

Decision-Making in American Foreign Policy: Translating Theory into Practice

Автор: Nikolas K. Gvosdev, Jessica D. Blankshain, David A. Cooper
Название: Decision-Making in American Foreign Policy: Translating Theory into Practice
ISBN: 1108447686 ISBN-13(EAN): 9781108447683
Издательство: Cambridge Academ
Рейтинг:
Цена: 4592.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This textbook on the complex influences on American foreign policymaking is tailored for students preparing to become national security practitioners. Rather than presenting theory for the sake of theory, it translates the complete academic field of foreign policy analysis into an intuitive, cohesive, and practical set of analytic tools.

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: 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.

Cost Accounting for Managerial Planning, Decision Making and Control

Автор: Woody Liao, Andrew Schiff, Stacy Kline, Hsihui Chang
Название: Cost Accounting for Managerial Planning, Decision Making and Control
ISBN: 1621311023 ISBN-13(EAN): 9781621311027
Издательство: Mare Nostrum (Eurospan)
Рейтинг:
Цена: 18988.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Emphasizes the analysis and evaluation of cost accounting information for managerial planning, control, and decision-making. The goal is to help students (future managers) understand how cost accounting information adds value to an organisation in a highly competitive business environment.

Inside Academia: Professors, Politics, and Policies

Автор: Cahn Steven M.
Название: Inside Academia: Professors, Politics, and Policies
ISBN: 1978801505 ISBN-13(EAN): 9781978801509
Издательство: Mare Nostrum (Eurospan)
Рейтинг:
Цена: 3003.00 р.
Наличие на складе: Нет в наличии.

Описание: Drawing on decades of experience as a renowned teacher, advisor, administrator, and philosopher, Steven M. Cahn diagnoses problems plaguing America’s universities and offers his prescriptions for improvement. He explores numerous aspects of academic life, including the education of graduate students, the quality of teaching, the design of liberal arts curricula, and the procedures for appointing faculty and considering them for tenure.Inside Academia uses real cases to illustrate how faculty members, deans, and provosts often do not serve the best interests of schools or students. Yet the book also highlights efforts of those who have committed themselves and their institutions to the pursuit of academic excellence.

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.


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