Intelligent Autonomous Drones With Cognitive Deep Learning

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Intelligent Autonomous Drones with Cognitive Deep Learning

Author : David Allen Blubaugh
Publisher : Apress
ISBN 13 : 9781484268025
Total Pages : 0 pages
Book Rating : 4.2/5 (68 download)

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Book Synopsis Intelligent Autonomous Drones with Cognitive Deep Learning by : David Allen Blubaugh

Download or read book Intelligent Autonomous Drones with Cognitive Deep Learning written by David Allen Blubaugh and published by Apress. This book was released on 2022-11-01 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: What is an artificial intelligence (AI)-enabled drone and what can it do? Are AI-enabled drones better than human-controlled drones? This book will answer these questions and more, and empower you to develop your own AI-enabled drone. You'll progress from a list of specifications and requirements, in small and iterative steps, which will then lead to the development of Unified Modeling Language (UML) diagrams based in part to the standards established by for the Robotic Operating System (ROS). The ROS architecture has been used to develop land-based drones. This will serve as a reference model for the software architecture of unmanned systems. Using this approach you'll be able to develop a fully autonomous drone that incorporates object-oriented design and cognitive deep learning systems that adapts to multiple simulation environments. These multiple simulation environments will also allow you to further build public trust in the safety of artificial intelligence within drones and small UAS. Ultimately, you'll be able to build a complex system using the standards developed, and create other intelligent systems of similar complexity and capability. Intelligent Autonomous Drones with Cognitive Deep Learning uniquely addresses both deep learning and cognitive deep learning for developing near autonomous drones. What You’ll Learn Examine the necessary specifications and requirements for AI enabled drones for near-real time and near fully autonomous drones Look at software and hardware requirements Understand unified modeling language (UML) and real-time UML for design Study deep learning neural networks for pattern recognition Review geo-spatial Information for the development of detailed mission planning within these hostile environments Who This Book Is For Primarily for engineers, computer science graduate students, or even a skilled hobbyist. The target readers have the willingness to learn and extend the topic of intelligent autonomous drones. They should have a willingness to explore exciting engineering projects that are limited only by their imagination. As far as the technical requirements are concerned, they must have an intermediate understanding of object-oriented programming and design.

Autonomous Drones

Author : Fouad Sabry
Publisher : One Billion Knowledgeable
ISBN 13 : 1005920087
Total Pages : 355 pages
Book Rating : 4.0/5 (59 download)

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Book Synopsis Autonomous Drones by : Fouad Sabry

Download or read book Autonomous Drones written by Fouad Sabry and published by One Billion Knowledgeable. This book was released on 2021-04-10 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: What Is Autonomous Drone An autonomous drone can conduct a safe flight without the intervention of a pilot. It does so with the help of artificial intelligence, and many other emerging technologies, enabling it to cope with all kinds of unforeseen and unpredictable emergency situations. How You Will Benefit - Answering the public top 100 questions about autonomous drones with insight, validation, and creativity. - Real world examples for the usage of drones in 38 industries and 21 corporations. - Glossary with 187 terms serves as a complete list of essential drone terms for pilots, professionals, and enthusiasts. - 17 appendices to briefly explain 266 emerging technology in each industry to have 360-degree full understanding of drones’ technologies. Who This Book Is For Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of drone.

AI In Drone Revolution

Author : Gaius Chiinaza
Publisher : Independently Published
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.3/5 (335 download)

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Book Synopsis AI In Drone Revolution by : Gaius Chiinaza

Download or read book AI In Drone Revolution written by Gaius Chiinaza and published by Independently Published. This book was released on 2024-07-19 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sky AI: The Drone Revolution Discover the future of technology with "Sky AI: The Drone Revolution," a groundbreaking exploration of how artificial intelligence is transforming autonomous drones. This comprehensive guide delves into the revolutionary advancements that are reshaping the skies and the way we interact with technology. In this meticulously researched and engaging book, you'll uncover how AI-driven drones are redefining industries, from agriculture and logistics to surveillance and disaster response. Each chapter provides an in-depth look at the integration of AI with drone technology, offering readers a thorough understanding of both theoretical concepts and practical applications. Key Highlights: Exploration of AI Technology: Understand the core principles of artificial intelligence and how they are applied to autonomous drones. Learn about the algorithms, sensors, and machine learning models that enable drones to perform complex tasks with precision and efficiency. Real-World Applications: Dive into a range of applications where autonomous drones are making a significant impact. From enhancing precision agriculture with real-time crop monitoring to revolutionizing logistics with efficient delivery systems, this book showcases how drones are transforming various sectors. Technical Insights: Gain a deep understanding of the technical challenges and solutions related to drone technology. Explore topics such as path planning algorithms, real-time decision-making, and sensor integration, providing you with valuable knowledge for both enthusiasts and professionals. Case Studies: Learn from real-world examples and case studies that illustrate the practical applications of autonomous drones. Discover how drones have been utilized in disaster response, infrastructure inspection, and live event coverage, showcasing their versatility and potential. Future Trends: Stay ahead of the curve with insights into the future of autonomous drones. Explore emerging technologies such as swarm robotics, advanced AI algorithms, and integration with 5G networks, and understand how these innovations will shape the next generation of drone technology. Ethical and Regulatory Considerations: Address important ethical and regulatory issues surrounding the use of autonomous drones. Understand the implications of privacy concerns, airspace regulations, and the ethical considerations of AI-driven decision-making. Why Read This Book? "Sky AI: The Drone Revolution" is essential reading for technology enthusiasts, industry professionals, and anyone interested in the intersection of artificial intelligence and autonomous systems. Whether you are a drone pilot, a researcher, or simply curious about the future of technology, this book provides valuable insights and practical knowledge that will enrich your understanding of this rapidly evolving field. With its clear explanations, detailed analysis, and engaging content, "Sky AI: The Drone Revolution" offers a comprehensive and accessible look at how AI is transforming the skies. Embrace the future of technology and discover how autonomous drones are paving the way for new possibilities in the world of innovation. Get ready to explore the limitless potential of autonomous drones with "Sky AI: The Drone Revolution" and be part of the next big leap in technology.

Proceedings of the 2nd International Conference on Cognitive and Intelligent Computing

Author : Amit Kumar
Publisher : Springer Nature
ISBN 13 : 9819927463
Total Pages : 757 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Proceedings of the 2nd International Conference on Cognitive and Intelligent Computing by : Amit Kumar

Download or read book Proceedings of the 2nd International Conference on Cognitive and Intelligent Computing written by Amit Kumar and published by Springer Nature. This book was released on 2023-11-02 with total page 757 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes original, peer-reviewed articles from the 2nd International Conference on Cognitive & Intelligent Computing (ICCIC-2022), held at Vasavi College of Engineering Hyderabad, India. It covers the latest trends and developments in areas of cognitive computing, intelligent computing, machine learning, smart cities, IoT, artificial intelligence, cyber-physical systems, cybernetics, data science, neural network, and cognition. This book addresses the comprehensive nature of computational intelligence, cognitive computing, AI, ML, and DL to emphasize its character in modeling, identification, optimization, prediction, forecasting, and control of future intelligent systems. Submissions are original, unpublished, and present in-depth fundamental research contributions either from a methodological/application perspective in understanding artificial intelligence and machine learning approaches and their capabilities in solving diverse range of problems in industries and its real-world applications.

Deep Learning for Robot Perception and Cognition

Author : Alexandros Iosifidis
Publisher : Academic Press
ISBN 13 : 0323885721
Total Pages : 638 pages
Book Rating : 4.3/5 (238 download)

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Book Synopsis Deep Learning for Robot Perception and Cognition by : Alexandros Iosifidis

Download or read book Deep Learning for Robot Perception and Cognition written by Alexandros Iosifidis and published by Academic Press. This book was released on 2022-02-04 with total page 638 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deep Learning for Robot Perception and Cognition introduces a broad range of topics and methods in deep learning for robot perception and cognition together with end-to-end methodologies. The book provides the conceptual and mathematical background needed for approaching a large number of robot perception and cognition tasks from an end-to-end learning point-of-view. The book is suitable for students, university and industry researchers and practitioners in Robotic Vision, Intelligent Control, Mechatronics, Deep Learning, Robotic Perception and Cognition tasks. Presents deep learning principles and methodologies Explains the principles of applying end-to-end learning in robotics applications Presents how to design and train deep learning models Shows how to apply deep learning in robot vision tasks such as object recognition, image classification, video analysis, and more Uses robotic simulation environments for training deep learning models Applies deep learning methods for different tasks ranging from planning and navigation to biosignal analysis

Drone Technology

Author : Sachi Nandan Mohanty
Publisher : John Wiley & Sons
ISBN 13 : 1394166532
Total Pages : 468 pages
Book Rating : 4.3/5 (941 download)

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Book Synopsis Drone Technology by : Sachi Nandan Mohanty

Download or read book Drone Technology written by Sachi Nandan Mohanty and published by John Wiley & Sons. This book was released on 2023-06-20 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt: DRONE TECHNOLOGY This book provides a holistic and valuable insight into the revolutionary world of unmanned aerial vehicles (UAV). The book elucidates the revolutionary and riveting research in the ultramodern domain of drone technologies, drone-enabled IoT applications, and artificial intelligence-based smart surveillance. The book explains the most recent developments in the field, challenges, and future scope of drone technologies. Beyond that, it discusses the importance of a wide range of design applications, drone/UAV development, and drone-enabled smart healthcare systems for smart cities. It describes pioneering work on mitigating cyber security threats by employing intelligent machine learning models in the designing of IoT-aided drones. The book also has a fascinating chapter on application intrusion detection by drones using recurrent neural networks. Other chapters address interdisciplinary fields like artificial intelligence, deep learning, the role of drones in healthcare in smart cities, and the importance of drone technology in agriculture. Audience The book will be read and consulted by a range of industry engineers involved with introducing drone technology to their daily operations.

Intelligent and Autonomous: Transforming Values in the Face of Technology

Author :
Publisher : BRILL
ISBN 13 : 9004547266
Total Pages : 201 pages
Book Rating : 4.0/5 (45 download)

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Book Synopsis Intelligent and Autonomous: Transforming Values in the Face of Technology by :

Download or read book Intelligent and Autonomous: Transforming Values in the Face of Technology written by and published by BRILL. This book was released on 2023-08-28 with total page 201 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book uses case analyses and industry insights and blends them with forays into philosophy and ethics to conceptualise the mismatch between human values and the values inherent in an increasingly technologized world. Bringing together contributors from the disciplines of law, politics, philosophy, and communication studies, this volume develops an interdisciplinary vocabulary for thinking about the questions and antinomies of human-technology interaction while also resisting any deceptively straightforward synthesis. The topics discussed include the competition over and regulation of technology, the harm induced by autonomous technologies, and the place and role of humans in a world that is undergoing rapid and radical change.

Drones, Artificial Intelligence, & the Coming Human Annihilation

Author : Billy Crone
Publisher : Lulu.com
ISBN 13 : 099947829X
Total Pages : 298 pages
Book Rating : 4.9/5 (994 download)

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Book Synopsis Drones, Artificial Intelligence, & the Coming Human Annihilation by : Billy Crone

Download or read book Drones, Artificial Intelligence, & the Coming Human Annihilation written by Billy Crone and published by Lulu.com. This book was released on 2018-02 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: Imagine a world full of drones of all shapes and sizes that are everywhere in the air, on the land, the sea, or even under the sea, including Terminator robots. Now ponder an existence where these same drones monitor and control everything spying on our every move. Stir in an actual movement going on right now in the scientific community to create a super highly advanced Artificial Intelligence to control it all on a global scale and you now have what is contained within this book: Drones, Artificial Intelligence, & the Coming Human Annihilation. This macabre dark scenario might seem like some futuristic science fiction story or even a bit far-fetched. Yet, what you are about to discover in the pages of this book is the spine-chilling truth that this wild shocking reality is actually being developed right now before our very eyes. This book, Drones, Artificial Intelligence, & the Coming Human Annihilation, will to enlighten you to the hardcore facts concerning this dangerous emerging technology.

Brain-Inspired Cognitive Architectures for Artificial Intelligence: BICA*AI 2020

Author : Alexei V. Samsonovich
Publisher : Springer Nature
ISBN 13 : 3030655962
Total Pages : 613 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Brain-Inspired Cognitive Architectures for Artificial Intelligence: BICA*AI 2020 by : Alexei V. Samsonovich

Download or read book Brain-Inspired Cognitive Architectures for Artificial Intelligence: BICA*AI 2020 written by Alexei V. Samsonovich and published by Springer Nature. This book was released on 2020-12-08 with total page 613 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book focuses on original approaches intended to support the development of biologically inspired cognitive architectures. It bridges together different disciplines, from classical artificial intelligence to linguistics, from neuro- and social sciences to design and creativity, among others. The chapters, based on contributions presented at the Eleventh Annual Meeting of the BICA Society, held on November 10-14, 2020, in Natal, Brazil, discuss emerging methods, theories and ideas towards the realization of general-purpose humanlike artificial intelligence or fostering a better understanding of the ways the human mind works. All in all, the book provides engineers, mathematicians, psychologists, computer scientists and other experts with a timely snapshot of recent research and a source of inspiration for future developments in the broadly intended areas of artificial intelligence and biological inspiration.

Applications of Machine Learning in UAV Networks

Author : Hassan, Jahan
Publisher : IGI Global
ISBN 13 :
Total Pages : 425 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Applications of Machine Learning in UAV Networks by : Hassan, Jahan

Download or read book Applications of Machine Learning in UAV Networks written by Hassan, Jahan and published by IGI Global. This book was released on 2024-01-17 with total page 425 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applications of Machine Learning in UAV Networks presents a pioneering exploration into the symbiotic relationship between machine learning techniques and UAVs. In an age where UAVs are revolutionizing sectors as diverse as agriculture, environmental preservation, security, and disaster response, this meticulously crafted volume offers an analysis of the manifold ways machine learning drives advancements in UAV network efficiency and efficacy. This book navigates through an expansive array of domains, each demarcating a pivotal application of machine learning in UAV networks. From the precision realm of agriculture and its dynamic role in yield prediction to the ecological sensitivity of biodiversity monitoring and habitat restoration, the contours of each domain are vividly etched. These explorations are not limited to the terrestrial sphere; rather, they extend to the pivotal aerial missions of wildlife conservation, forest fire monitoring, and security enhancement, where UAVs adorned with machine learning algorithms wield an instrumental role. Scholars and practitioners from fields as diverse as machine learning, UAV technology, robotics, and IoT networks will find themselves immersed in a confluence of interdisciplinary expertise. The book's pages cater equally to professionals entrenched in agriculture, environmental studies, disaster management, and beyond.

Intelligent Autonomy of UAVs

Author : Yasmina Bestaoui Sebbane
Publisher : CRC Press
ISBN 13 : 1351339400
Total Pages : 421 pages
Book Rating : 4.3/5 (513 download)

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Book Synopsis Intelligent Autonomy of UAVs by : Yasmina Bestaoui Sebbane

Download or read book Intelligent Autonomy of UAVs written by Yasmina Bestaoui Sebbane and published by CRC Press. This book was released on 2018-03-14 with total page 421 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intelligent Autonomy of UAVs: Advanced Missions and Future Use provides an approach to the formulation of the fundamental task typical to any mission and provides guidelines of how this task can be solved by different generic robotic problems. As such, this book aims to provide a systems engineering approach to UAV projects, discovering the real problems that need to be resolved independently of the application. After an introduction to the rapidly evolving field of aerial robotics, the book presents topics such as autonomy, mission analysis, human-UAV teams, homogeneous and heterogeneous UAV teams, and finally, UAV-UGV teams. It then covers generic robotic problems such as orienteering and coverage. The book next introduces deployment, patrolling, and foraging, while the last part of the book tackles an important application: aerial search, tracking, and surveillance. This book is meant for both scientists and practitioners. For practitioners, it presents existing solutions that are categorized according to various missions: surveillance and reconnaissance, 3D mapping, urban monitoring, precision agriculture, forestry, disaster assessment and monitoring, security, industrial plant inspection, etc. For scientists, it provides an overview of generic robotic problems such as coverage and orienteering; deployment, patrolling and foraging; search, tracking, and surveillance. The design and analysis of algorithms raise a unique combination of questions from many fields, including robotics, operational research, control theory, and computer science.

Swarms and Network Intelligence in Search

Author : Yaniv Altshuler
Publisher : Springer
ISBN 13 : 3319636049
Total Pages : 242 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Swarms and Network Intelligence in Search by : Yaniv Altshuler

Download or read book Swarms and Network Intelligence in Search written by Yaniv Altshuler and published by Springer. This book was released on 2017-08-03 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a comprehensive analysis of the theory and tools needed for the development of an efficient and robust infrastructure for the design of collaborative patrolling unmanned aerial vehicle (UAV) swarms, focusing on its applications for tactical intelligence drones. It discusses frameworks for robustly and near-optimally analyzing flocks of semi-autonomous vehicles designed to efficiently perform the ongoing dynamic patrolling and scanning of pre-defined “search regions”. It discusses the theoretical limitations of such systems, as well as the trade-offs between the systems’ various economic and operational parameters. Current UAV systems rely mainly on human operators for the design and adaptation of drones’ flying routes. However, recent technological advances have introduced new systems, comprised of a small number of self-organizing vehicles, manually guided at the swarm level by a human operator. With the growing complexity of such man-supervised architectures, it is becoming increasingly harder to guarantee a pre-defined level of performance. The use of large scale swarms of UAVs as a combat and reconnaissance platform therefore necessitates the development of an efficient optimization mechanism of their utilization, specifically in the design and maintenance of their patrolling routes. The book is intended for researchers and engineers in the fields of swarms systems and autonomous drones.

Drones as Cyber-Physical Systems

Author : Jung-Sup Um
Publisher : Springer
ISBN 13 : 9811337411
Total Pages : 274 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Drones as Cyber-Physical Systems by : Jung-Sup Um

Download or read book Drones as Cyber-Physical Systems written by Jung-Sup Um and published by Springer. This book was released on 2019-01-31 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces the concept of using drones as a teaching tool to explore the fundamental principles, technology and applications of Cyber-Physical Systems (CPS). A short introduction sets CPS in the context of the 4th industrial revolution, and describes various CPS technologies including self-driving cars, commercial intelligent drones and mobile robots, in which artificial intelligence routinely supports smarter decision-making. The core of the book then focuses on commercially available drones, the only available system offering the advantage of cyber-physical bridging through 3D autonomous dynamic flying in classroom conditions. Chapters describe drone technology, including location sensors and imaging systems. CPS theory is explained through typical drone flying procedures and do-it-yourself (DIY) aerial photography in which communication between sensors, actuators and controllers occurs through cyber-physical bi-directional bridging. This book opens new possibilities in fostering 4th industrial revolution literacy, introducing relevant examples from readily available equipment, making core elements of cyber-physical bridging accessible. It is aimed primarily at those students who have an interest in CPS, drones and those from disciplines that are concerned with spatial information.

Math and Architectures of Deep Learning

Author : Krishnendu Chaudhury
Publisher : Simon and Schuster
ISBN 13 : 1617296481
Total Pages : 550 pages
Book Rating : 4.6/5 (172 download)

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Book Synopsis Math and Architectures of Deep Learning by : Krishnendu Chaudhury

Download or read book Math and Architectures of Deep Learning written by Krishnendu Chaudhury and published by Simon and Schuster. This book was released on 2024-03-26 with total page 550 pages. Available in PDF, EPUB and Kindle. Book excerpt: Math and Architectures of Deep Learning bridges the gap between theory and practice, laying out the math of deep learning side by side with practical implementations in Python and PyTorch. You'll peer inside the "black box" to understand how your code is working, and learn to comprehend cutting-edge research you can turn into practical applications. Math and Architectures of Deep Learning sets out the foundations of DL usefully and accessibly to working practitioners. Each chapter explores a new fundamental DL concept or architectural pattern, explaining the underpinning mathematics and demonstrating how they work in practice with well-annotated Python code. You'll start with a primer of basic algebra, calculus, and statistics, working your way up to state-of-the-art DL paradigms taken from the latest research. Learning mathematical foundations and neural network architecture can be challenging, but the payoff is big. You'll be free from blind reliance on pre-packaged DL models and able to build, customize, and re-architect for your specific needs. And when things go wrong, you'll be glad you can quickly identify and fix problems.

Revolutionary Applications of Intelligent Drones

Author : Mohit Angurala
Publisher : Nova Science Publishers
ISBN 13 : 9781685079918
Total Pages : 0 pages
Book Rating : 4.0/5 (799 download)

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Book Synopsis Revolutionary Applications of Intelligent Drones by : Mohit Angurala

Download or read book Revolutionary Applications of Intelligent Drones written by Mohit Angurala and published by Nova Science Publishers. This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This work includes details starting from the basics of drone technology and discusses diverse aspects related to drone designing and implementation. Further chapters detail the impact of drone technology on society in terms of development, challenges, and security concerns. Then, implementations of artificial intelligence techniques such as machine learning, deep learning, etc., are discussed to translate drone technology into intelligent drone technology. There are diverse applications in the area of intelligent drone technologies such as agriculture, disaster management, security, military, etc. Hence, in this book, some of the drone-specific applications are discussed"--

Intelligent Cyber-Physical Systems for Autonomous Transportation

Author : Sahil Garg
Publisher : Springer Nature
ISBN 13 : 3030920542
Total Pages : 289 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Intelligent Cyber-Physical Systems for Autonomous Transportation by : Sahil Garg

Download or read book Intelligent Cyber-Physical Systems for Autonomous Transportation written by Sahil Garg and published by Springer Nature. This book was released on 2022-04-27 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides comprehensive discussion on key topics related to the usage and deployment of AI in urban transportation systems including drones. The book presents intelligent solutions to overcome the challenges of static approaches in the transportation sector to make them intelligent, adaptive, agile, and flexible. The book showcases different AI-deployment models, algorithms, and implementations related to intelligent cyber physical systems (CPS) along with their pros and cons. Even more, this book provides deep insights into the CPS specifically about the layered architecture and different planes, interfaces, and programmable network operations. The deployment models for AI-based CPS are also included with an aim towards the design of interoperable and intelligent CPS architectures by researchers in future. The authors present hands on practical implementations, deployment scenarios, and use cases related to different transportation scenarios. In the end, the design and research challenges, open issues, and future research directions are provided.

Cognitive Systems and Signal Processing

Author : Fuchun Sun
Publisher : Springer
ISBN 13 : 9811379866
Total Pages : 534 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Cognitive Systems and Signal Processing by : Fuchun Sun

Download or read book Cognitive Systems and Signal Processing written by Fuchun Sun and published by Springer. This book was released on 2019-04-26 with total page 534 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set (CCIS 1005 and CCIS 1006) constitutes the refereed proceedings of the 4th International Conference on Cognitive Systems and Signal Processing, ICCSIP2018, held in Beijing, China, in November and December 2018. The 96 revised full papers presented were carefully reviewed and selected from 169 submissions. The papers are organized in topical sections on vision and image; algorithms; robotics; human-computer interaction; deep learning; information processing and automatic driving.