Intelligent Transportation Systems: Theory and Practice: Disruptive Technologies and Digital Transformations for Society 5.0
Autor Amit Kumar Tyagi, Niladhuri Sreenathen Limba Engleză Paperback – 26 noi 2023
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Specificații
ISBN-13: 9789811976247
ISBN-10: 9811976244
Pagini: 391
Ilustrații: XXIII, 391 p. 127 illus., 109 illus. in color.
Dimensiuni: 155 x 235 mm
Ediția:1st ed. 2023
Editura: Springer Nature Singapore
Colecția Springer
Seria Disruptive Technologies and Digital Transformations for Society 5.0
Locul publicării:Singapore, Singapore
ISBN-10: 9811976244
Pagini: 391
Ilustrații: XXIII, 391 p. 127 illus., 109 illus. in color.
Dimensiuni: 155 x 235 mm
Ediția:1st ed. 2023
Editura: Springer Nature Singapore
Colecția Springer
Seria Disruptive Technologies and Digital Transformations for Society 5.0
Locul publicării:Singapore, Singapore
Cuprins
Wired Technology.- Wireless Technologies.- Introduction, History, Standardization, Frameworks, Models of Vehicular Networks.- Vehicular Ad Hoc Networks: Architectures, Research Issues, Challenges and Trends.- Vehicular Cloud Computing – Introduction to Cloud Based Vehicles.- Autonomous Vehicles and Intelligent Transportation Systems - A Framework of Intelligent Vehicles.- Realistic Vehicular Mobility Models for AIV.- An Integrated GPS/ IMU/ etc., Positioning Approach (based on Artificial Intelligence) Vehicle Navigation Using Global Views (using Machine Learning and Deep Learning).- Machine Learning and Deep Learning Techniques Enabled Intelligent Vehicles.- Edge Computing in Navigation of Intelligent Vehicles.
Notă biografică
Amit Kumar Tyagi is an Assistant Professor (Senior Grade) and Senior Researcher at Vellore Institute of Technology (VIT), Chennai, India. He received his Ph.D. Degree from Pondicherry Central University, India. He is a Member of the IEEE society. His current research focuses on machine learning with big data, blockchain technology, data science, cyber-physical systems, smart and secure computing, and privacy. He has contributed to several projects such as “AARIN” and “P3-Block” to address some of the open issues related to privacy breaches in vehicular applications (such as parking) and medical cyber-physical systems.
Niladhuri Sreenath is a Professor in the Department of Computer Science and Information Technology at Puducherry Technological University, Puducherry India. His primary research interests are WDM optical networks, privacy, and trust. He obtained his Ph.D. in Computer Science from the Indian Institute of Technology, Madras, India.
Niladhuri Sreenath is a Professor in the Department of Computer Science and Information Technology at Puducherry Technological University, Puducherry India. His primary research interests are WDM optical networks, privacy, and trust. He obtained his Ph.D. in Computer Science from the Indian Institute of Technology, Madras, India.
Textul de pe ultima copertă
This book provides fundamental principles of intelligent transport systems with comprehensive insight and state of the art of vehicles, vehicular technology, connecting vehicles, and intelligent vehicles/autonomous intelligent vehicles. The book discusses different approaches for multiple sensor-based multiple-objects tracking, in addition to blockchain-based solutions for building tamper-proof sensing devices. It introduces various algorithms for security, privacy, and trust for intelligent vehicles. This book countermeasures all the drawbacks and provides useful information to students, researchers, and scientific communities. It contains chapters from national and international experts and will be essential for researchers and advanced students from academia, and industry experts who are working on intelligent transportation systems.
Caracteristici
Presents in-depth introduction to till date development of vehicles including intelligent transportation systems Discusses several enhancements of vehicles such as vehicular cloud computing to intelligent vehicles Provides detection and tracking algorithms for structured and unstructured roads, on-road vehicle detection