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Transportation Cyber Physical Systems

Transportation Cyber Physical Systems Book
Author : Lipika Deka,Mashrur Chowdhury
Publisher : Elsevier
Release : 2018-07-30
ISBN : 0128142960
Language : En, Es, Fr & De

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Book Description :

Transportation Cyber-Physical Systems provides current and future researchers, developers and practitioners with the latest thinking on the emerging interdisciplinary field of Transportation Cyber Physical Systems (TCPS). The book focuses on enhancing efficiency, reducing environmental stress, and meeting societal demands across the continually growing air, water and land transportation needs of both people and goods. Users will find a valuable resource that helps accelerate the research and development of transportation and mobility CPS-driven innovation for the security, reliability and stability of society at-large. The book integrates ideas from Transport and CPS experts and visionaries, consolidating the latest thinking on the topic. As cars, traffic lights and the built environment are becoming connected and augmented with embedded intelligence, it is important to understand how smart ecosystems that encompass hardware, software, and physical components can help sense the changing state of the real world. Bridges the gap between the transportation, CPS and civil engineering communities Includes numerous examples of practical applications that show how diverse technologies and topics are integrated in practice Examines timely, state-of-the-art topics, such as big data analytics, privacy, cybersecurity and smart cities Shows how TCPS can be developed and deployed, along with its associated challenges Includes pedagogical aids, such as Illustrations of application scenarios, architecture details, tables describing available methods and tools, chapter objectives, and a glossary Contains international contributions from academia, government and industry

Secure and Trustworthy Transportation Cyber Physical Systems

Secure and Trustworthy Transportation Cyber Physical Systems Book
Author : Yunchuan Sun,Houbing Song
Publisher : Springer
Release : 2017-10-16
ISBN : 9811038929
Language : En, Es, Fr & De

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Book Description :

This book comprehensively reviews the cyber security and privacy issues in transportation cyber-physical systems (TCPSs). It examines theories and various state-of-the-art technologies and methodologies. Starting with a survey of the latest solutions in TCPSs, it introduces a smart-transport-system architecture design based on cyber-physical systems. It then discusses in detail the principles and metrics of evaluating safety and privacy in TCPSs and elaborates the verification and analysis of secure, robust and trustworthy TCPSs. Moreover, it demonstrates the advanced and novel tools commonly used in practice by several researchers. Lastly it provides an exhaustive case study on the authentication and attestation in TCPSs. This book is of interest not only to readers in the field of TCPSs, but also to those in interdisciplinary fields, such as energy, healthcare, bio-engineering etc.

Cyber Physical Systems in the Built Environment

Cyber Physical Systems in the Built Environment Book
Author : Chimay J. Anumba,Nazila Roofigari-Esfahan
Publisher : Springer Nature
Release : 2020-05-27
ISBN : 3030415600
Language : En, Es, Fr & De

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Book Description :

This book introduces researchers and practitioners to Cyber-Physical Systems (CPS) and its applications in the built environment. It begins with a fundamental introduction to CPS technology and associated concepts.It then presents numerous examples of applications from managing construction projects to smart transportation systems and smart cities. It concludes with a discussion of future directions for CPS deployment in the construction, operation and maintenance of constructed facilities. Featuring internationally recognized experts as contributors, Cyber-Physical Systems in the Built Environment, is an ideal resource for engineers, construction managers, architects, facilities managers, and planners working on a range of building and civil infrastructure projects.

Principles of Cyber Physical Systems

Principles of Cyber Physical Systems Book
Author : Sandip Roy,Sajal Das
Publisher : Cambridge University Press
Release : 2020-10-15
ISBN : 1107066611
Language : En, Es, Fr & De

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Book Description :

This unique introduction to the foundational concepts of cyber-physical systems (CPS) describes key design principles and emerging research trends in detail. Several interdisciplinary applications are covered, with a focus on the wide-area management of infrastructures including electric power systems, air transportation networks, and health care systems. Design, control and optimization of cyber-physical infrastructures are discussed, addressing security and privacy issues of networked CPS, presenting graph-theoretic and numerical approaches to CPS evaluation and monitoring, and providing readers with the knowledge needed to operate CPS in a reliable, efficient, and secure manner. Exercises are included. This is an ideal resource for researchers and graduate students in electrical engineering and computer science, as well as for practitioners using cyber-physical systems in aerospace and automotive engineering, medical technology, and large-scale infrastructure operations.

Data Analytics for Intelligent Transportation Systems

Data Analytics for Intelligent Transportation Systems Book
Author : Mashrur Chowdhury,Amy Apon,Kakan Dey
Publisher : Elsevier
Release : 2017-04-05
ISBN : 0128098511
Language : En, Es, Fr & De

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Book Description :

Data Analytics for Intelligent Transportation Systems provides in-depth coverage of data-enabled methods for analyzing intelligent transportation systems that includes detailed coverage of the tools needed to implement these methods using big data analytics and other computing techniques. The book examines the major characteristics of connected transportation systems, along with the fundamental concepts of how to analyze the data they produce. It explores collecting, archiving, processing, and distributing the data, designing data infrastructures, data management and delivery systems, and the required hardware and software technologies. Users will learn how to design effective data visualizations, tactics on the planning process, and how to evaluate alternative data analytics for different connected transportation applications, along with key safety and environmental applications for both commercial and passenger vehicles, data privacy and security issues, and the role of social media data in traffic planning. Includes case studies in each chapter that illustrate the application of concepts covered Presents extensive coverage of existing and forthcoming intelligent transportation systems and data analytics technologies Contains contributors from both leading academic and commercial researchers Explains how to design effective data visualizations, tactics on the planning process, and how to evaluate alternative data analytics for different connected transportation applications

Application and Control Aware Communication Strategies for Transportation and Energy Cyber physical Systems

Application and Control Aware Communication Strategies for Transportation and Energy Cyber physical Systems Book
Author : Ehsan Moradi Pari
Publisher : Unknown
Release : 2016
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Application and Control Aware Communication Strategies for Transportation and Energy Cyber physical Systems book written by Ehsan Moradi Pari, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Cyber Physical Systems

Cyber Physical Systems Book
Author : Fei Hu
Publisher : CRC Press
Release : 2013-09-26
ISBN : 1466577010
Language : En, Es, Fr & De

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Book Description :

Cyber-physical systems (CPSs) have quickly become one of the hottest computer applications today. With their tight integration of cyber and physical objects, it is believed CPSs will transform how we interact with the physical world, just like the Internet transformed how we interact with one another. A CPS could be a system at multiple scales, fro

Cyber Physical Systems

Cyber Physical Systems Book
Author : Houbing Song,Danda B Rawat,Sabina Jeschke,Christian Brecher
Publisher : Morgan Kaufmann
Release : 2016-08-27
ISBN : 0128038748
Language : En, Es, Fr & De

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Book Description :

Cyber-Physical Systems: Foundations, Principles and Applications explores the core system science perspective needed to design and build complex cyber-physical systems. Using Systems Science’s underlying theories, such as probability theory, decision theory, game theory, organizational sociology, behavioral economics, and cognitive psychology, the book addresses foundational issues central across CPS applications, including System Design -- How to design CPS to be safe, secure, and resilient in rapidly evolving environments, System Verification -- How to develop effective metrics and methods to verify and certify large and complex CPS, Real-time Control and Adaptation -- How to achieve real-time dynamic control and behavior adaptation in a diverse environments, such as clouds and in network-challenged spaces, Manufacturing -- How to harness communication, computation, and control for developing new products, reducing product concepts to realizable designs, and producing integrated software-hardware systems at a pace far exceeding today's timeline. The book is part of the Intelligent Data-Centric Systems: Sensor-Collected Intelligence series edited by Fatos Xhafa, Technical University of Catalonia. Indexing: The books of this series are submitted to EI-Compendex and SCOPUS Includes in-depth coverage of the latest models and theories that unify perspectives, expressing the interacting dynamics of the computational and physical components of a system in a dynamic environment Focuses on new design, analysis, and verification tools that embody the scientific principles of CPS and incorporate measurement, dynamics, and control Covers applications in numerous sectors, including agriculture, energy, transportation, building design and automation, healthcare, and manufacturing

Simulation for Cyber Physical Systems Engineering

Simulation for Cyber Physical Systems Engineering Book
Author : José L. Risco Martín,Saurabh Mittal,Tuncer Ören
Publisher : Springer Nature
Release : 2020-11-07
ISBN : 3030519090
Language : En, Es, Fr & De

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Book Description :

This comprehensive book examines a range of examples, prepared by a diverse group of academic and industry practitioners, which demonstrate how cloud-based simulation is being extensively used across many disciplines, including cyber-physical systems engineering. This book is a compendium of the state of the art in cloud-based simulation that instructors can use to inform the next generation. It highlights the underlying infrastructure, modeling paradigms, and simulation methodologies that can be brought to bear to develop the next generation of systems for a highly connected society. Such systems, aptly termed cyber-physical systems (CPS), are now widely used in e.g. transportation systems, smart grids, connected vehicles, industrial production systems, healthcare, education, and defense. Modeling and simulation (M&S), along with big data technologies, are at the forefront of complex systems engineering research. The disciplines of cloud-based simulation and CPS engineering are evolving at a rapid pace, but are not optimally supporting each other’s advancement. This book brings together these two communities, which already serve multi-disciplinary applications. It provides an overview of the simulation technologies landscape, and of infrastructure pertaining to the use of cloud-based environments for CPS engineering. It covers the engineering, design, and application of cloud simulation technologies and infrastructures applicable for CPS engineering. The contributions share valuable lessons learned from developing real-time embedded and robotic systems deployed through cloud-based infrastructures for application in CPS engineering and IoT-enabled society. The coverage incorporates cloud-based M&S as a medium for facilitating CPS engineering and governance, and elaborates on available cloud-based M&S technologies and their impacts on specific aspects of CPS engineering.

Cyber Physical Systems Design and Application for Industry 4 0

Cyber Physical Systems  Design and Application for Industry 4 0 Book
Author : Alla G. Kravets
Publisher : Springer Nature
Release : 2021-05-16
ISBN : 3030660818
Language : En, Es, Fr & De

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Book Description :

Download Cyber Physical Systems Design and Application for Industry 4 0 book written by Alla G. Kravets, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Security 101

Security 101 Book
Author : Anonim
Publisher : Unknown
Release : 2019
ISBN : 9780309496841
Language : En, Es, Fr & De

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Book Description :

Defending against the full spectrum of threats facing transportation systems today requires a more comprehensive approach encompassing cyber-physical systems security and cybersecurity aspects to be added to the physical security discussion. Recent guidance at the national level has redirected the focus and long-term direction of the security-related mission within transportation agencies. While the incidence of large-scale terrorist attacks has remained small, transportation agencies are at increasingly greater risk from system-disrupting events due to natural causes, accidents or unintentional human intervention or intentional criminal acts (e.g. active shooter incidents). Because today’s transportation systems integrate cyber and physical components, cyber risks are increasing, and include the risk of a cyber incident impacting not only data, but the control systems operating a portion of the physical infrastructure operated by transportation agencies (e.g., tunnel ventilation systems). This update provides valuable information about current and accepted practices associated with both physical and cyber security and its applicability to surface transportation.

Cyber Physical Systems Decision Making Mechanisms and Applications

Cyber Physical Systems  Decision Making Mechanisms and Applications Book
Author : Kostas Siozios,Dimitrios Soudris,Elias Kosmatopoulos
Publisher : River Publishers
Release : 2017-11-11
ISBN : 8793609094
Language : En, Es, Fr & De

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Book Description :

As systems continue to evolve they rely less on human decision-making and more on computational intelligence. This trend in conjunction with the available technologies for providing advanced sensing, measurement, process control, and communication lead towards the new field of the CyberPhysical System (CPS). CyberPhysical systems are expected to play a major role in the design and development of future engineering platforms with new capabilities that far exceed today's levels of autonomy, functionality and usability. Although these systems exhibit remarkable characteristics, their design and implementation is a challenging issue, as numerous (heterogeneous) components and services have to be appropriately modeled and simulated together. The problem of designing efficient CPS becomes far more challenging in case the target system has to meet also real-time constraints. CyberPhysical Systems: Decision Making Mechanisms and Applications describes essential theory, recent research and large-scale user cases that addresses urgent challenges in CPS architectures. In particular, it includes chapters on: Decision making for large scale CPSModeling of CPS with emphasis at the control mechanismsHardware/software implementation of the control mechanismsFault-tolerant and reliability issues for the control mechanismsCyberPhysical user-cases that incorporate challenging decision making

Cyber Physical Systems of Systems

Cyber Physical Systems of Systems Book
Author : Andrea Bondavalli,Sara Bouchenak,Hermann Kopetz
Publisher : Springer
Release : 2016-12-16
ISBN : 3319475908
Language : En, Es, Fr & De

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Book Description :

This book is open access under a CC BY 4.0 license. Technical Systems-of-Systems (SoS) – in the form of networked, independent constituent computing systems temporarily collaborating to achieve a well-defined objective – form the backbone of most of today’s infrastructure. The energy grid, most transportation systems, the global banking industry, the water-supply system, the military equipment, many embedded systems, and a great number more, strongly depend on systems-of-systems. The correct operation and continuous availability of these underlying systems-of-systems are fundamental for the functioning of our modern society. The 8 papers presented in this book document the main insights on Cyber-Physical System of Systems (CPSoSs) that were gained during the work in the FP7-610535 European Research Project AMADEOS (acronym for Architecture for Multi-criticality Agile Dependable Evolutionary Open System-of-Systems). It is the objective of this book to present, in a single consistent body, the foundational concepts and their relationships. These form a conceptual basis for the description and understanding of SoSs and go deeper in what we consider the characterizing and distinguishing elements of SoSs: time, emergence, evolution and dynamicity.

Computational Intelligence for Decision Support in Cyber Physical Systems

Computational Intelligence for Decision Support in Cyber Physical Systems Book
Author : Zeashan H Khan,A. B. M. Shawkat Ali,Zahid Riaz
Publisher : Springer
Release : 2014-02-18
ISBN : 981458536X
Language : En, Es, Fr & De

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Book Description :

This book is dedicated to applied computational intelligence and soft computing techniques with special reference to decision support in Cyber Physical Systems (CPS), where the physical as well as the communication segment of the networked entities interact with each other. The joint dynamics of such systems result in a complex combination of computers, software, networks and physical processes all combined to establish a process flow at system level. This volume provides the audience with an in-depth vision about how to ensure dependability, safety, security and efficiency in real time by making use of computational intelligence in various CPS applications ranging from the nano-world to large scale wide area systems of systems. Key application areas include healthcare, transportation, energy, process control and robotics where intelligent decision support has key significance in establishing dynamic, ever-changing and high confidence future technologies. A recommended text for graduate students and researchers working on the applications of computational intelligence methods in CPS.

Vehicular Cyber Physical Systems

Vehicular Cyber Physical Systems Book
Author : Danda B. Rawat,Chandra Bajracharya
Publisher : Springer
Release : 2016-09-03
ISBN : 3319444948
Language : En, Es, Fr & De

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Book Description :

This book provides probabilistic, deterministic and geolocation-aware approaches for adaptive connectivity, robust security and privacy-aware communications for vehicular cyber physical systems (CPS). It presents mathematical models and numerical results obtained from experiments and simulations, and a trade-off between connectivity, security and privacy for vehicular communications. Connectivity between vehicles is crucial for vehicular CPS. Intelligent vehicular CPS provides not only road safety and traffic efficiency by exchanging information among vehicles, but also offers infotainment services to passengers using a variety of wireless technologies to forward the traffic/trajectory information with Vehicle-to-Vehicle (V2V), vehicular ad hoc network (VANET), and Vehicle-to-Roadside-to-Vehicle (V2R2V) communications. The book covers how to ensure that the message received from other vehicles is secure and trustworthy, rather than malicious. Further, it reveals how to make sure that the privacy of participants is not revealed while validating the received message. Researchers and professionals working with vehicular networks, smart systems, cyber physical systems, and mobile privacy will find this book valuable.

Big Data Analytics for Cyber Physical Systems

Big Data Analytics for Cyber Physical Systems Book
Author : Guido Dartmann,Houbing Song,Anke Schmeink
Publisher : Elsevier
Release : 2019-07-15
ISBN : 0128166460
Language : En, Es, Fr & De

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Book Description :

Big Data Analytics in Cyber-Physical Systems: Machine Learning for the Internet of Things examines sensor signal processing, IoT gateways, optimization and decision-making, intelligent mobility, and implementation of machine learning algorithms in embedded systems. This book focuses on the interaction between IoT technology and the mathematical tools used to evaluate the extracted data of those systems. Each chapter provides the reader with a broad list of data analytics and machine learning methods for multiple IoT applications. Additionally, this volume addresses the educational transfer needed to incorporate these technologies into our society by examining new platforms for IoT in schools, new courses and concepts for universities and adult education on IoT and data science. . Bridges the gap between IoT, CPS, and mathematical modelling. Features numerous use cases that discuss how concepts are applied in different domains and applications. Provides "best practices", "winning stories" and "real-world examples" to complement innovation. Includes highlights of mathematical foundations of signal processing and machine learning in CPS and IoT.

Guide to Computing Fundamentals in Cyber Physical Systems

Guide to Computing Fundamentals in Cyber Physical Systems Book
Author : Dietmar P.F. Möller
Publisher : Springer
Release : 2016-04-14
ISBN : 3319251783
Language : En, Es, Fr & De

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Book Description :

This book presents an in-depth review of the state of the art of cyber-physical systems (CPS) and their applications. Relevant case studies are also provided, to help the reader to master the interdisciplinary material. Features: includes self-test exercises in each chapter, together with a glossary; offers a variety of teaching support materials at an associated website, including a comprehensive set of slides and lecture videos; presents a brief overview of the study of systems, and embedded computing systems, before defining CPS; introduces the concepts of the Internet of Things, and ubiquitous (or pervasive) computing; reviews the design challenges of CPS, and their impact on systems and software engineering; describes the ideas behind Industry 4.0 and the revolutions in digital manufacturing, including smart and agile manufacturing, as well as cybersecurity in manufacturing; considers the social impact of the changes in skills required by the globalized, digital work environment of the future.

Machine Learning for Cyber Physical Systems

Machine Learning for Cyber Physical Systems Book
Author : Anonim
Publisher : Unknown
Release : 2018-05
ISBN : 9781642241310
Language : En, Es, Fr & De

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Book Description :

Cyber-Physical Systems (CPSs) represent an emerging research area that has attracted the attention of many researchers and are currently of interest in academia, industry, and government due to their potentially significant impact on society, environment, and economy. In general, CPS refers to the next generation of engineered systems that require tight integration of computing, communication, and control technologies to achieve stability, performance, reliability, robustness, and efficiency in dealing with physical systems of many application domains such as transportation, energy, medical, and defense. Machine learning algorithms are increasingly influencing our decisions and interacting with us in all parts of our daily lives. Therefore, just like for power plants, highways, and a myriad of other engineered socio-technical systems, we must consider the safety of systems involving machine learning. Machine Learning for Cyber Physical Systems covers the latest trends and innovations in the field. It studies fundamental machine learning algorithms in supervised and unsupervised manners and examines new computing architecture for the development of next generation CPS. Important applications of CPS are also covered in this book. Particularly, regarding supervised machine learning algorithms, several generative learning and discriminative learning methods are proposed to improve learning performance. It has also been seen as the future of information technology which will transform how people interact with the physical world, just as the internet transformed how people interacted with each other. Toward intelligent CPS, it is necessary to incorporate computational intelligence into physical processes, adding new capacities to the systems such as safety, efficiency and productivity.

Security and Privacy in Cyber Physical Systems

Security and Privacy in Cyber Physical Systems Book
Author : Houbing Song,Glenn A. Fink,Sabina Jeschke
Publisher : John Wiley & Sons
Release : 2017-11-13
ISBN : 111922604X
Language : En, Es, Fr & De

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Book Description :

Overview of security and privacy in cyber-physical systems -- Network security and privacy for cyber-physical systems -- Tutorial on information theoretic metrics quantifying privacy in cyber-physical systems -- Cyber-physical systems and national security concerns -- Legal considerations of cyber-physical systems and the Internet of Things -- Key management -- Secure registration and remote attestation of IoT devices joining the cloud : the Stack4Things case of study -- Context awareness for adaptive access control management in IoT environments -- Data privacy issues in distributed security monitoring system -- Privacy protection for cloud-based robotic networks -- Network coding technique : security challenges and applications -- Lightweight crypto and security -- Cyber-physical vulnerabilities of wireless sensor networks in smart cities -- Towards detecting data integrity attacks in smart grid -- Survey on data security and privacy in wireless sensor systems for health -- Security of smart buildings -- The internet of postal things : making the postal infrastructure smarter -- Security and privacy issues in the internet of cows -- Admission control based load protection in the smart grid

Reinforcement Learning for Cyber Physical Systems

Reinforcement Learning for Cyber Physical Systems Book
Author : Chong Li,Meikang Qiu
Publisher : CRC Press
Release : 2019-02-22
ISBN : 1351006614
Language : En, Es, Fr & De

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Book Description :

Reinforcement Learning for Cyber-Physical Systems: with Cybersecurity Case Studies was inspired by recent developments in the fields of reinforcement learning (RL) and cyber-physical systems (CPSs). Rooted in behavioral psychology, RL is one of the primary strands of machine learning. Different from other machine learning algorithms, such as supervised learning and unsupervised learning, the key feature of RL is its unique learning paradigm, i.e., trial-and-error. Combined with the deep neural networks, deep RL become so powerful that many complicated systems can be automatically managed by AI agents at a superhuman level. On the other hand, CPSs are envisioned to revolutionize our society in the near future. Such examples include the emerging smart buildings, intelligent transportation, and electric grids. However, the conventional hand-programming controller in CPSs could neither handle the increasing complexity of the system, nor automatically adapt itself to new situations that it has never encountered before. The problem of how to apply the existing deep RL algorithms, or develop new RL algorithms to enable the real-time adaptive CPSs, remains open. This book aims to establish a linkage between the two domains by systematically introducing RL foundations and algorithms, each supported by one or a few state-of-the-art CPS examples to help readers understand the intuition and usefulness of RL techniques. Features Introduces reinforcement learning, including advanced topics in RL Applies reinforcement learning to cyber-physical systems and cybersecurity Contains state-of-the-art examples and exercises in each chapter Provides two cybersecurity case studies Reinforcement Learning for Cyber-Physical Systems with Cybersecurity Case Studies is an ideal text for graduate students or junior/senior undergraduates in the fields of science, engineering, computer science, or applied mathematics. It would also prove useful to researchers and engineers interested in cybersecurity, RL, and CPS. The only background knowledge required to appreciate the book is a basic knowledge of calculus and probability theory.