Intelligence For Embedded Systems

Author : Cesare Alippi
Publisher : Springer
Page : 283 pages
File Size : 40,8 Mb
Release : 2014-07-08
Category : Technology & Engineering
ISBN : 9783319052786

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Intelligence for Embedded Systems by Cesare Alippi Pdf

Addressing current issues of which any engineer or computer scientist should be aware, this monograph is a response to the need to adopt a new computational paradigm as the methodological basis for designing pervasive embedded systems with sensor capabilities. The requirements of this paradigm are to control complexity, to limit cost and energy consumption and to provide adaptation and cognition abilities allowing the embedded system to interact proactively with the real world. The quest for such intelligence requires the formalization of a new generation of intelligent systems able to exploit advances in digital architectures and in sensing technologies. The book sheds light on the theory behind intelligence for embedded systems with specific focus on: · robustness (the robustness of a computational flow and its evaluation); · intelligence (how to mimic the adaptation and cognition abilities of the human brain), · the capacity to learn in non-stationary and evolving environments by detecting changes and reacting accordingly; and · a new paradigm that, by accepting results that are correct in probability, allows the complexity of the embedded application the be kept under control. Theories, concepts and methods are provided to motivate researchers in this exciting and timely interdisciplinary area. Applications such as porting a neural network from a high-precision platform to a digital embedded system and evaluatin g its robustness level are described. Examples show how the methodology introduced can be adopted in the case of cyber-physical systems to manage the interaction between embedded devices and physical world. Researchers and graduate students in computer science and various engineering-related disciplines will find the methods and approaches propounded in Intelligence for Embedded Systems of great interest. The book will also be an important resource for practitioners working on embedded systems and applications.

Author : Vikrant Bhateja,Suresh Chandra Satapathy,Hassan Satori
Publisher : Springer Nature
Page : 880 pages
File Size : 42,7 Mb
Release : 2020-04-07
Category : Technology & Engineering
ISBN : 9789811509476

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Embedded Systems and Artificial Intelligence by Vikrant Bhateja,Suresh Chandra Satapathy,Hassan Satori Pdf

This book gathers selected research papers presented at the First International Conference on Embedded Systems and Artificial Intelligence (ESAI 2019), held at Sidi Mohamed Ben Abdellah University, Fez, Morocco, on 2–3 May 2019. Highlighting the latest innovations in Computer Science, Artificial Intelligence, Information Technologies, and Embedded Systems, the respective papers will encourage and inspire researchers, industry professionals, and policymakers to put these methods into practice.

Author : Ovidiu Vermesan,Mario Diaz Nava,Björn Debaillie
Publisher : CRC Press
Page : 143 pages
File Size : 51,7 Mb
Release : 2023-05-05
Category : Computers
ISBN : 9781000881912

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Embedded Artificial Intelligence by Ovidiu Vermesan,Mario Diaz Nava,Björn Debaillie Pdf

Recent technological developments in sensors, edge computing, connectivity, and artificial intelligence (AI) technologies have accelerated the integration of data analysis based on embedded AI capabilities into resource-constrained, energy-efficient hardware devices for processing information at the network edge. Embedded AI combines embedded machine learning (ML) and deep learning (DL) based on neural networks (NN) architectures such as convolutional NN (CNN), or spiking neural network (SNN) and algorithms on edge devices and implements edge computing capabilities that enable data processing and analysis without optimised connectivity and integration, allowing users to access data from various sources. Embedded AI efficiently implements edge computing and AI processes on resource-constrained devices to mitigate downtime and service latency, and it successfully merges AI processes as a pivotal component in edge computing and embedded system devices. Embedded AI also enables users to reduce costs, communication, and processing time by assembling data and by supporting user requirements without the need for continuous interaction with physical locations. This book provides an overview of the latest research results and activities in industrial embedded AI technologies and applications, based on close cooperation between three large-scale ECSEL JU projects, AI4DI, ANDANTE, and TEMPO. The book’s content targets researchers, designers, developers, academics, post-graduate students and practitioners seeking recent research on embedded AI. It combines the latest developments in embedded AI, addressing methodologies, tools, and techniques to offer insight into technological trends and their use across different industries.

Author : Twan Basten,Marc Geilen,Harmke de Groot
Publisher : Springer Science & Business Media
Page : 348 pages
File Size : 50,5 Mb
Release : 2007-05-08
Category : Computers
ISBN : 9780306487064

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Ambient Intelligence: Impact on Embedded System Design by Twan Basten,Marc Geilen,Harmke de Groot Pdf

Hugo de Man Professor Katholieke Universiteit Leuven Senior Research Fellow IMEC The steady evolution of hardware, software and communications technology is rapidly transforming the PC- and dot.com world into the world of Ambient Intelligence (AmI). This next wave of information technology is fundam- tally different in that it makes distributed wired and wireless computing and communication disappear to the background and puts users to the foreground. AmI adapts to people instead of the other way around. It will augment our consciousness, monitor our health and security, guide us through traffic etc. In short, its ultimate goal is to improve the quality of our life by a quiet, reliable and secure interaction with our social and material environment. What makes AmI engineering so fascinating is that its design starts from studying person to world interactions that need to be implemented as an int- ligent and autonomous interplay of virtually all necessary networked electronic intelligence on the globe. This is a new and exciting dimension for most elect- cal and software engineers and may attract more creative talent to engineering than pure technology does. Development of the leading technology for AmI will only succeed if the engineering research community is prepared to join forces in order to make Mark Weiser’s dream of 1991 come true. This will not be business as usual by just doubling transistor count or clock speed in a microprocessor or increasing the bandwidth of communication.

Author : Daniel Thalmann,N Subhashini,K. Mohanaprasad,M S Bala Murugan
Publisher : Springer
Page : 345 pages
File Size : 52,7 Mb
Release : 2018-02-16
Category : Technology & Engineering
ISBN : 9789811085758

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Intelligent Embedded Systems by Daniel Thalmann,N Subhashini,K. Mohanaprasad,M S Bala Murugan Pdf

This book is a collection of papers from international experts presented at the International Conference on NextGen Electronic Technologies (ICNETS2). ICNETS2 encompassed six symposia covering all aspects of electronics and communications engineering, including relevant nano/micro materials and devices. Highlighting recent research in intelligent embedded systems, the book is a valuable resource for professionals and students working in the core areas of electronics and their applications, especially in signal processing, embedded systems, and networking. The contents of this volume will be of interest to researchers and professionals alike.

Author : Elecia White
Publisher : "O'Reilly Media, Inc."
Page : 329 pages
File Size : 45,9 Mb
Release : 2011-10-25
Category : Computers
ISBN : 9781449320584

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Making Embedded Systems by Elecia White Pdf

Interested in developing embedded systems? Since they donâ??t tolerate inefficiency, these systems require a disciplined approach to programming. This easy-to-read guide helps you cultivate a host of good development practices, based on classic software design patterns and new patterns unique to embedded programming. Learn how to build system architecture for processors, not operating systems, and discover specific techniques for dealing with hardware difficulties and manufacturing requirements. Written by an expert whoâ??s created embedded systems ranging from urban surveillance and DNA scanners to childrenâ??s toys, this book is ideal for intermediate and experienced programmers, no matter what platform you use. Optimize your system to reduce cost and increase performance Develop an architecture that makes your software robust in resource-constrained environments Explore sensors, motors, and other I/O devices Do more with less: reduce RAM consumption, code space, processor cycles, and power consumption Learn how to update embedded code directly in the processor Discover how to implement complex mathematics on small processors Understand what interviewers look for when you apply for an embedded systems job "Making Embedded Systems is the book for a C programmer who wants to enter the fun (and lucrative) world of embedded systems. Itâ??s very well writtenâ??entertaining, evenâ??and filled with clear illustrations." â??Jack Ganssle, author and embedded system expert.

Author : Leslie Pack Kaelbling
Publisher : MIT Press
Page : 206 pages
File Size : 53,6 Mb
Release : 1993
Category : Computers
ISBN : 0262111748

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Learning in Embedded Systems by Leslie Pack Kaelbling Pdf

Learning to perform complex action strategies is an important problem in the fields of artificial intelligence, robotics and machine learning. Presenting interesting, new experimental results, Learning in Embedded Systems explores algorithms that learn efficiently from trial and error experience with an external world. The text is a detailed exploration of the problem of learning action strategies in the context of designing embedded systems that adapt their behaviour to a complex, changing environment. Such systems include mobile robots, factory process controllers and long-term software databases.

Author : Donald J. Norris
Publisher : Apress
Page : 379 pages
File Size : 44,6 Mb
Release : 2017-06-05
Category : Computers
ISBN : 9781484227435

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Beginning Artificial Intelligence with the Raspberry Pi by Donald J. Norris Pdf

Gain a gentle introduction to the world of Artificial Intelligence (AI) using the Raspberry Pi as the computing platform. Most of the major AI topics will be explored, including expert systems, machine learning both shallow and deep, fuzzy logic control, and more! AI in action will be demonstrated using the Python language on the Raspberry Pi. The Prolog language will also be introduced and used to demonstrate fundamental AI concepts. In addition, the Wolfram language will be used as part of the deep machine learning demonstrations. A series of projects will walk you through how to implement AI concepts with the Raspberry Pi. Minimal expense is needed for the projects as only a few sensors and actuators will be required. Beginners and hobbyists can jump right in to creating AI projects with the Raspberry PI using this book. What You'll Learn What AI is and—as importantly—what it is not Inference and expert systems Machine learning both shallow and deep Fuzzy logic and how to apply to an actual control system When AI might be appropriate to include in a system Constraints and limitations of the Raspberry Pi AI implementation Who This Book Is For Hobbyists, makers, engineers involved in designing autonomous systems and wanting to gain an education in fundamental AI concepts, and non-technical readers who want to understand what AI is and how it might affect their lives.

Author : Edward Ashford Lee,Sanjit Arunkumar Seshia
Publisher : MIT Press
Page : 562 pages
File Size : 45,7 Mb
Release : 2016-12-30
Category : Computers
ISBN : 9780262533812

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Introduction to Embedded Systems, Second Edition by Edward Ashford Lee,Sanjit Arunkumar Seshia Pdf

An introduction to the engineering principles of embedded systems, with a focus on modeling, design, and analysis of cyber-physical systems. The most visible use of computers and software is processing information for human consumption. The vast majority of computers in use, however, are much less visible. They run the engine, brakes, seatbelts, airbag, and audio system in your car. They digitally encode your voice and construct a radio signal to send it from your cell phone to a base station. They command robots on a factory floor, power generation in a power plant, processes in a chemical plant, and traffic lights in a city. These less visible computers are called embedded systems, and the software they run is called embedded software. The principal challenges in designing and analyzing embedded systems stem from their interaction with physical processes. This book takes a cyber-physical approach to embedded systems, introducing the engineering concepts underlying embedded systems as a technology and as a subject of study. The focus is on modeling, design, and analysis of cyber-physical systems, which integrate computation, networking, and physical processes. The second edition offers two new chapters, several new exercises, and other improvements. The book can be used as a textbook at the advanced undergraduate or introductory graduate level and as a professional reference for practicing engineers and computer scientists. Readers should have some familiarity with machine structures, computer programming, basic discrete mathematics and algorithms, and signals and systems.

Author : Alaa Abdulhady Jaber
Publisher : Springer
Page : 279 pages
File Size : 43,6 Mb
Release : 2016-09-08
Category : Technology & Engineering
ISBN : 9783319449326

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Design of an Intelligent Embedded System for Condition Monitoring of an Industrial Robot by Alaa Abdulhady Jaber Pdf

This thesis introduces a successfully designed and commissioned intelligent health monitoring system, specifically for use on any industrial robot, which is able to predict the onset of faults in the joints of the geared transmissions. However the developed embedded wireless condition monitoring system leads itself very well for applications on any power transmission equipment in which the loads and speeds are not constant, and access is restricted. As such this provides significant scope for future development. Three significant achievements are presented in this thesis. First, the development of a condition monitoring algorithm based on vibration analysis of an industrial robot for fault detection and diagnosis. The combined use of a statistical control chart with time-domain signal analysis for detecting a fault via an arm-mounted wireless processor system represents the first stage of fault detection. Second, the design and development of a sophisticated embedded microprocessor base station for online implementation of the intelligent condition monitoring algorithm, and third, the implementation of a discrete wavelet transform, using an artificial neural network, with statistical feature extraction for robot fault diagnosis in which the vibration signals are first decomposed into eight levels of wavelet coefficients.

Author : Louis L. Odette
Publisher : Unknown
Page : 265 pages
File Size : 47,8 Mb
Release : 1991
Category : C (Computer program language)
ISBN : 0201563193

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Intelligent Embedded Systems by Louis L. Odette Pdf

Author : Peter Nauth
Publisher : Walter de Gruyter
Page : 208 pages
File Size : 51,5 Mb
Release : 2009-01-01
Category : Technology & Engineering
ISBN : 9783486593280

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Embedded Intelligent Systems by Peter Nauth Pdf

Das Buch vermittelt Kenntnisse zur Technologie und dem Design von Embedded Intelligent Systems. Dazu werden neben der Kernproblematik von Embedded Intelligent Systems (Architektur, Eigenschaften und Leistungsmerkmale verschiedener Mikrocontroller, Peripherieankopplung, Programmierung in Assembler und C) auch Embedded Intelligence Algorithmen zur Signalauswertung (z.B. Mustererkennungsverfahren) näher erläutert. Beispiele zur Entwicklung von intelligenten embedded Sensoren (Spracherkennung, Smart Sensors, integrierte Abstandswarnsysteme, intelligente Kameras) vertiefen die Theorie und beschreiben Managementmethoden bei der Entwicklung kompletter Embedded Intelligent Systems. Erläuternde Beispiele sowie zahlreiche Übungsbeispiele zur Programmierung eines Prozessors veranschaulichen den Aufbau und die Theorie der Embedded Intelligent Systems. Viele dieser Beispiele finden sich auf der CD zum Lehrbuch.

Author : Rupendra Kumar Pachauri,Jitendra Kumar Pandey,Abhishek Sharmu,Om Nautiyal,Mangey Ram
Publisher : CRC Press
Page : 255 pages
File Size : 52,9 Mb
Release : 2021-05-26
Category : Technology & Engineering
ISBN : 9781000391695

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Applied Soft Computing and Embedded System Applications in Solar Energy by Rupendra Kumar Pachauri,Jitendra Kumar Pandey,Abhishek Sharmu,Om Nautiyal,Mangey Ram Pdf

Examines the integration of hardware with stand-alone PV panels and real time monitoring of factors affecting the efficiency of the photovoltaic panels Offers the real time implementation of soft computing and embedded system in the area of solar energy Discusses how soft computing plays a huge role in the prediction of efficiency of stand-alone and grid connected solar PV systems Discusses how embedded system applications with smart monitoring can control and enhance the efficiency of stand-alone and grid connected solar PV systems Explores swarm intelligence techniques for solar PV parameter estimation

Author : Arun Sinha,Abhishek Sharma,Luiz Alberto Pasini Melek,Daniele Caviglia
Publisher : CRC Press
Page : 297 pages
File Size : 51,5 Mb
Release : 2023-12-01
Category : Technology & Engineering
ISBN : 9781003810353

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Smart Embedded Systems by Arun Sinha,Abhishek Sharma,Luiz Alberto Pasini Melek,Daniele Caviglia Pdf

"Smart Embedded Systems: Advances and Applications" is a comprehensive guide that demystifies the complex world of embedded technology. The book journeys through a wide range of topics from healthcare to energy management, autonomous robotics, and wireless communication, showcasing the transformative potential of intelligent embedded systems in these fields. This concise volume introduces readers to innovative techniques and their practical applications, offers a comparative analysis of wireless protocols, and provides efficient resource allocation strategies in IoT-based ecosystems. With real-world examples and in-depth case studies, it serves as an invaluable resource for students and professionals seeking to harness the power of embedded technology to shape our digital future. Salient Features: 1. The book provides a comprehensive coverage of various aspects of smart embedded systems, exploring their design, implementation, optimization, and a range of applications. This is further enhanced by in-depth discussions on hardware and software optimizations aimed at improving overall system performance. 2. A detailed examination of machine learning techniques specifically tailored for data analysis and prediction within embedded systems. This complements the exploration of cutting-edge research on the use of AI to enhance wireless communications. 3. Real-world applications of these technologies are extensively discussed, with a focus on areas such as seizure detection, noise reduction, health monitoring, diabetic care, autonomous vehicles, and communication systems. This includes a deep-dive into different wireless protocols utilized for data transfer in IoT systems. 4. This book highlights key IoT technologies and their myriad applications, extending from environmental data collection to health monitoring. This is underscored by case studies on the integration of AI and IoT in healthcare, spanning topics from anomaly detection to informed clinical decision-making. Also featured is a detailed evaluation and comparison of different system implementations and methodologies. This book is an essential read for anyone interested in the field of embedded systems. Whether you're a student looking to broaden your knowledge base, researchers looking in-depth insights, or professionals planning to use this cutting-edge technology in real-world applications, this book offers a thorough grounding in the subject.

Author : Christos Koulamas,Mihai T. Lazarescu
Publisher : MDPI
Page : 189 pages
File Size : 55,7 Mb
Release : 2019-01-10
Category : Electrical engineering. Electronics. Nuclear engineering
ISBN : 9783038975090

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Real-Time Embedded Systems by Christos Koulamas,Mihai T. Lazarescu Pdf

This book is a printed edition of the Special Issue "Real-Time Embedded Systems" that was published in Electronics