Learning-based VANET Communication and Security Techniques: Wireless Networks
Autor Liang Xiao, Weihua Zhuang, Sheng Zhou, Cailian Chenen Limba Engleză Paperback – 10 dec 2019
Vehicular ad-hoc networks (VANETs) support vehicle-to-vehicle communications and vehicle-to-infrastructure communications to improve the transmission security, help build unmanned-driving, and support booming applications of onboard units (OBUs). The high mobility of OBUs and the large-scale dynamic network with fixed roadside units (RSUs) make the VANET vulnerable to jamming. The anti-jamming communication of VANETs can be significantly improved by using unmanned aerial vehicles (UAVs) to relay the OBU message. UAVs help relay the OBU message to improve the signal-to-interference-plus-noise-ratio of the OBU signals, and thus reduce the bit-error-rate of the OBU message, especially if the serving RSUs are blocked by jammers and/or interference, which is also demonstrated in this book.
This book serves as a useful reference for researchers, graduate students, and practitioners seeking solutions to VANET communication and security related issues.
Toate formatele și edițiile | Preț | Express |
---|---|---|
Paperback (1) | 622.36 lei 6-8 săpt. | |
Springer International Publishing – 10 dec 2019 | 622.36 lei 6-8 săpt. | |
Hardback (1) | 628.32 lei 6-8 săpt. | |
Springer International Publishing – 8 noi 2018 | 628.32 lei 6-8 săpt. |
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Specificații
ISBN-13: 9783030131920
ISBN-10: 3030131920
Pagini: 134
Ilustrații: IX, 134 p. 54 illus., 48 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.21 kg
Ediția:Softcover reprint of the original 1st ed. 2019
Editura: Springer International Publishing
Colecția Springer
Seria Wireless Networks
Locul publicării:Cham, Switzerland
ISBN-10: 3030131920
Pagini: 134
Ilustrații: IX, 134 p. 54 illus., 48 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.21 kg
Ediția:Softcover reprint of the original 1st ed. 2019
Editura: Springer International Publishing
Colecția Springer
Seria Wireless Networks
Locul publicării:Cham, Switzerland
Cuprins
1 Introduction.- 2 Learning-based Rogue Edge Detection in VANETs with Ambient Radio Signals.- 3 Learning While Offloading: Multi-armed Bandit Based Task Offloading in Vehicular Edge Computing Networks.- 4 Intelligent Network Access System for Vehicular Real-time Service Provisioning.- 5 UAV Relay in VANETs Against Smart Jamming with Reinforcement Learning.- 6 Conclusion and Future Work.
Caracteristici
Investigates the fundamental principles for “communication and security issues in VANETs”, including the system fundamentals and algorithm fundamentals. These fundamental principles help to fully and deeply understand the communication and security issues for vehicular ad-hoc networks Shows how machine learning techniques can solve problems in vehicular ad-hoc networks Investigates in various aspects, including “authentication in VANETs”, “VANET communication against smart jamming”, “task offloading in vehicular edge computing networks”, and “network selection on heterogeneous vehicle network.”