Augmented Intelligence Toward Smart Vehicular Applications
暫譯: 增強智慧：智慧車輛應用的發展

本文討論了人工智慧、人機互動、大數據分析、增強智慧和邊緣運算在智慧交通系統中的角色。

Nishu Gupta is currently working as an assistant professor, department of electronics and communication engineering at Vaagdevi College of Engineering, Warangal, India. He is specialized in the field of Communication and Networking. His major work is in the area of design and evaluation of MAC protocols to enhance safety applications in vehicular communication. He has published more than 32 research papers in journals of national and international repute. His research interest includes wireless communication, internet of things, internet of vehicles, autonomous vehicles, edge computing, augmented intelligence, vehicular communication, and cognitive radio Ad-hoc network.

Joel J. P. C. Rodrigues is a professor and senior researcher at the National Institute of Telecommunications (Inatel), Brazil and senior researcher at the Instituto de Telecomunicações, Portugal. He has been a professor at the University of Beira Interior (UBI), Portugal and visiting professor at the University of Fortaleza (UNIFOR), Brazil. His main research interests include the Internet of Things and Sensor networks, e-health, vehicular communications, and mobile and ubiquitous computing. He is the editor-in-chief of three reputed International Journals and editorial board member of several high-reputed journals (IEEE Communications Magazine, IEEE Wireless Communications, IEEE IoT Journal, IEEE ACCESS, etc.). He has authored or coauthored over 550 papers in refereed international journals and conferences, 3 books, and 2 patents.

Justin Dauwels is presently working as an associate professor of the School of Electrical and Electronic Engineering at the Nanyang Technological University (NTU) in Singapore. His research interests are in data analytics with applications to intelligent transportation systems, autonomous systems, and analysis of human behavior and physiology. He was a postdoctoral fellow at the RIKEN Brain Science Institute (2006-2007) and a research scientist at the Massachusetts Institute of Technology (2008-2010). He has been a JSPS postdoctoral fellow (2007), a BAEF fellow (2008), a Henri-Benedictus Fellow of the King Baudouin Foundation (2008), and a JSPS invited fellow (2010, 2011).

Nishu Gupta 目前擔任印度瓦格德維工程學院（Vaagdevi College of Engineering, Warangal）的電子與通信工程系助理教授。他專注於通信與網絡領域，主要研究設計與評估 MAC 協議，以增強車輛通信中的安全應用。他在國內外知名期刊上發表了超過 32 篇研究論文。他的研究興趣包括無線通信、物聯網、車輛互聯網、自動駕駛車輛、邊緣計算、增強智能、車輛通信和認知無線自組網。

Joel J. P. C. Rodrigues 是巴西國家電信研究所（National Institute of Telecommunications, Inatel）的教授及高級研究員，同時也是葡萄牙電信研究所（Instituto de Telecomunicações）的高級研究員。他曾在葡萄牙的比拉內爾大學（University of Beira Interior, UBI）擔任教授，並在巴西的福塔雷薩大學（University of Fortaleza, UNIFOR）擔任訪問教授。他的主要研究興趣包括物聯網與傳感器網絡、電子健康、車輛通信以及移動與無處不在的計算。他是三本知名國際期刊的主編，並擔任多本高知名度期刊（如 IEEE Communications Magazine、IEEE Wireless Communications、IEEE IoT Journal、IEEE ACCESS 等）的編輯委員會成員。他已在國際期刊和會議上發表或共同發表超過 550 篇論文，出版 3 本書籍，並擁有 2 項專利。

Justin Dauwels 目前擔任新加坡南洋理工大學（Nanyang Technological University, NTU）電氣與電子工程學院的副教授。他的研究興趣包括數據分析，應用於智能交通系統、自動化系統以及人類行為和生理的分析。他曾在理化學研究所（RIKEN Brain Science Institute）擔任博士後研究員（2006-2007），並在麻省理工學院（Massachusetts Institute of Technology）擔任研究科學家（2008-2010）。他曾是日本學術振興會（JSPS）博士後研究員（2007）、比利時美國教育基金會（BAEF）研究員（2008）、巴爾杜因基金會（King Baudouin Foundation）亨利-本尼迪克特斯研究員（2008），以及 JSPS 邀請研究員（2010、2011）。