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Towards a Common Software/Hardware Methodology for Future Advanced Driver Assistance Systems

2022-09-01 Computers
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Release : 2022-09-01
Genre : Computers
Kind : eBook
Book Rating : 672/5 ( reviews)

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Book Synopsis Towards a Common Software/Hardware Methodology for Future Advanced Driver Assistance Systems by : Guillermo Payá-Vayá

Download or read book Towards a Common Software/Hardware Methodology for Future Advanced Driver Assistance Systems written by Guillermo Payá-Vayá. This book was released on 2022-09-01. Available in PDF, EPUB and Kindle. Book excerpt: The European research project DESERVE (DEvelopment platform for Safe and Efficient dRiVE, 2012-2015) had the aim of designing and developing a platform tool to cope with the continuously increasing complexity and the simultaneous need to reduce cost for future embedded Advanced Driver Assistance Systems (ADAS). For this purpose, the DESERVE platform profits from cross-domain software reuse, standardization of automotive software component interfaces, and easy but safety-compliant integration of heterogeneous modules. This enables the development of a new generation of ADAS applications, which challengingly combine different functions, sensors, actuators, hardware platforms, and Human Machine Interfaces (HMI). This book presents the different results of the DESERVE project concerning the ADAS development platform, test case functions, and validation and evaluation of different approaches. The reader is invited to substantiate the content of this book with the deliverables published during the DESERVE project. Technical topics discussed in this book include:Modern ADAS development platforms;Design space exploration;Driving modelling;Video-based and Radar-based ADAS functions;HMI for ADAS;Vehicle-hardware-in-the-loop validation systems

Big Data Analytics for Cyber-Physical Systems

2019-07-15 Law
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Release : 2019-07-15
Genre : Law
Kind : eBook
Book Rating : 371/5 ( reviews)

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Book Synopsis Big Data Analytics for Cyber-Physical Systems by : Guido Dartmann

Download or read book Big Data Analytics for Cyber-Physical Systems written by Guido Dartmann. This book was released on 2019-07-15. Available in PDF, EPUB and Kindle. Book excerpt: Cyber-physical systems (CPS) and the Internet of Things (IoT) are rapidly developing technologies that are transforming our society. The disruptive transformation of the economy and society is expected due to the data collected by these systems, rather than the technological aspects of such as networks, embedded systems, and cloud technology. However, to create value out of the data, it must be transformed into information and therefore, expertise in data analytics and machine learning is the key component of future smart systems in cities and other applications. Big Data Analytics in Cyber-Physical Systems 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 to evaluate the extracted data of those systems. Each chapter provides different tools and applications in order to present a broad list of data analytics and machine learning tools in multiple IoT applications. Additionally, this volume addresses the education 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. Fills the gap between IoT, CPS, and mathematical modeling Numerous use cases that discuss how concepts are applied in different domains and applications Provides "best practices," "real developments", and "winning stories" to complement technical information Uniquely covers contents within the context of mathematical foundations of signal processing and machine learning in CPS and IoT

15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020)

2020-08-28 Technology & Engineering
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Release : 2020-08-28
Genre : Technology & Engineering
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Book Rating : 02X/5 ( reviews)

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Book Synopsis 15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020) by : Álvaro Herrero

Download or read book 15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020) written by Álvaro Herrero. This book was released on 2020-08-28. Available in PDF, EPUB and Kindle. Book excerpt: This book contains accepted papers presented at SOCO 2020 conference held in the beautiful and historic city of Burgos (Spain), in September 2020. Soft computing represents a collection or set of computational techniques in machine learning, computer science and some engineering disciplines, which investigate, simulate, and analyze very complex issues and phenomena. After a through peer-review process, the SOCO 2020 International Program Committee selected 83 papers which are published in these conference proceedings and represents an acceptance rate of 35%. Due to the COVID-19 outbreak, the SOCO 2020 edition was blended, combining on-site and on-line participation. In this relevant edition a special emphasis was put on the organization of special sessions. Eleven special session were organized related to relevant topics such as: Soft Computing Applications in Precision Agriculture, Manufacturing and Management Systems, Management of Industrial and Environmental Enterprises, Logistics and Transportation Systems, Robotics and Autonomous Vehicles, Computer Vision, Laser-Based Sensing and Measurement and other topics such as Forecasting Industrial Time Series, IoT, Big Data and Cyber Physical Systems, Non-linear Dynamical Systems and Fluid Dynamics, Modeling and Control systems The selection of papers was extremely rigorous in order to maintain the high quality of SOCO conference editions and we would like to thank the members of the Program Committees for their hard work in the reviewing process. This is a crucial process to the creation of a high standard conference and the SOCO conference would not exist without their help.

Advanced Driver Assistance Systems and Autonomous Vehicles

2022-10-28 Technology & Engineering
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Release : 2022-10-28
Genre : Technology & Engineering
Kind : eBook
Book Rating : 539/5 ( reviews)

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Book Synopsis Advanced Driver Assistance Systems and Autonomous Vehicles by : Yan Li

Download or read book Advanced Driver Assistance Systems and Autonomous Vehicles written by Yan Li. This book was released on 2022-10-28. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive reference for both academia and industry on the fundamentals, technology details, and applications of Advanced Driver-Assistance Systems (ADAS) and autonomous driving, an emerging and rapidly growing area. The book written by experts covers the most recent research results and industry progress in the following areas: ADAS system design and test methodologies, advanced materials, modern automotive technologies, artificial intelligence, reliability concerns, and failure analysis in ADAS. Numerous images, tables, and didactic schematics are included throughout. This essential book equips readers with an in-depth understanding of all aspects of ADAS, providing insights into key areas for future research and development. • Provides comprehensive coverage of the state-of-the-art in ADAS • Covers advanced materials, deep learning, quality and reliability concerns, and fault isolation and failure analysis • Discusses ADAS system design and test methodologies, novel automotive technologies • Features contributions from both academic and industry authors, for a complete view of this important technology

Software-Hardware Integration in Automotive Product Development

2013-11-07 Technology & Engineering
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Release : 2013-11-07
Genre : Technology & Engineering
Kind : eBook
Book Rating : 789/5 ( reviews)

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Book Synopsis Software-Hardware Integration in Automotive Product Development by : John Blyler

Download or read book Software-Hardware Integration in Automotive Product Development written by John Blyler. This book was released on 2013-11-07. Available in PDF, EPUB and Kindle. Book excerpt: Software-Hardware Integration in Automotive Product Development brings together a must-read set of technical papers on one the most talked-about subjects among industry experts The carefully selected content of this book demonstrates how leading companies, universities, and organizations have developed methodologies, tools, and technologies to integrate, verify, and validate hardware and software systems. The automotive industry is no different, with the future of its product development lying in the timely integration of these chiefly electronic and mechanical systems. The integration activities cross both product type and engineering discipline boundaries to include chip-, embedded board-, and network/vehicle-level systems. Integration, verification, and validation of each of these three domains are examined in depth, attesting to the difficulties of this phase of the automotive hardware and software system life cycle. The current state of the art is to integrate, verify, validate, and test automotive hardware and software with a complement of physical hardware and virtual software prototyping tools. The growth of sophisticated software tools, sometimes combined with hardware-in-the-loop devices, has allowed the automotive industry to meet shrinking time-to-market, decreasing costs, and increasing safety demands. It is also why most of the papers in this book focus on virtual systems, prototypes, and models to emulate and simulate both hardware and software. Further, such tools and techniques are the way that hardware and software systems can be “co-verified” and tested in a concurrent fashion. The goal of this compilation of expert articles is to reveal the similarities and differences between the integration, verification, and validation (IVV) of hardware and software at the chip, board, and network levels. This comparative study will reveal the common IVV thread among the different, but ultimately related, implementations of hardware and software systems. In so doing, it supports the larger systems engineering approach for the vertically integrated automobile—namely, that of model-driven development.

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