Mobile Crowdsensing and Remote Sensing in Smart Cities (智慧城市中的行動群眾感知與遙感)

本書專注於行動群眾感知（MCS）和遙感應用在智慧城市中的好處，特別是在創造智能的情境感知環境方面，尤其是在導致廣泛生命損失的傳染病案例中。作者首先介紹了智慧城市中MCS和遙感的概念。接著，作者討論了多個主題，例如行動邊緣和雲端計算在數據分析中的力量；有效管理和減少數據冗餘的策略；在Covid-19疫情期間的群眾管理；通過社會感知檢測複雜數據中的社群的技術；以及更多內容。作者還旨在展示，MCS和遙感在各種應用中的有效實施面臨著幾個需要解決的挑戰性問題，包括數據質量和可靠性、安全性和隱私，以及倫理考量。

- 專注於行動群眾感知（MCS）和遙感應用在智慧城市中的好處；
- 涵蓋從通訊支持到應用的遙感技術細節；
- 包括克服數據質量和可靠性、安全性和隱私，以及倫理考量等挑戰。

Chaker Abdelaziz Kerrache (ch.kerrache@lagh-univ.dz) received his M.Sc. degree in computer science from the University of Laghouat, Algeria, in 2012, and his Ph.D. degree in computer science from the same university in 2017. He currently serves as an Associate Professor at the Department of Computer Science, as well as the Head of the Computer Science and Mathematics Laboratory (LIM), and the director of the business incubator at the University of Laghouat. Additionally, he is a member of the National Committee for Digitization and was ranked among the world's top 2% scientists in 2023. His research interests encompass trust and risk management, secure multi-hop communications, Brain-Computer Interface (BCI), Named Data Networking (NDN), and Unmanned Aerial Vehicles (UAVs).

Sahraoui Yesin is an Assistant Professor at National Higher School of Artificial Intelligence in Algiers, Algeria. He received his Ph.D. degree in Computer Science from the University of Ouargla in 2022. His research interests include Mobile mobile crowd sensing, Deep learning paradigm, game theory, and security issues for communications networks.

Carlos Tavares Calafate is a full professor in the Department of Computer Engineering at the Technical University of Valencia (UPV) in Spain. He graduated with honors in Electrical and Computer Engineering at the University of Oporto (Portugal) in 2001. He received his Cum Laude Ph.D. degree in Informatics from the Technical University of Valencia in 2006, where he has worked since 2002. His research interests include ad-hoc and vehicular networks, UAVs, Smart Cities & IoT, QoS, network protocols, video streaming, and network security. To date he has published more than 450 articles, several of which in journals including IEEE Transactions on Vehicular Technology, IEEE Transactions on Mobile Computing, IEEE/ACM Transactions on Networking, Elsevier Ad hoc Networks and IEEE Communications Magazine. He is associate editor for several international journals from editorials including Elsevier, Hindawi, MDPI, IET, and SAGE, and has participated in the TPC of more than 250 international conferences. He is ranked among the World's Top 2% Scientists, and also among the top 100 Spanish researchers in the Computer Science & Electronics field. He is a founding member of the IEEE SIG on Big Data with Computational Intelligence and the IEEE SIG on Green Internet of Vehicles.

Anna Maria Vegni (Senior member, IEEE) is a tenure-track Assistant Professor in the Department of Engineering at Roma Tre University (Rome, Italy), since March 2020. She received the Ph.D. degree in Biomedical Engineering, Electromagnetics and Telecommunications from the Department of Applied Electronics, Roma Tre University, in March 2010. She received the 1st and 2nd level Laurea Degree cum laude in Electronics Engineering at Roma Tre University, in July 2004, and 2006, respectively. In 2009, she was a visiting researcher in the Multimedia Communication Laboratory, directed by Prof. Thomas D.C. Little, at the Department of Electrical and Computer Engineering, Boston University, Boston, MA. Her research activity focused on vehicular networking supported by heterogeneous wireless networks. She a member of ACM and an IEEE Senior Member. In June 2021, she got the Italian Habilitation (Abilitazione Scientifica Nazionale) for Full Professorship in Telecommunication Engineering. She is involved in the organization of several IEEE and ACM international conferences and is a member of the editorial board of IEEE Communications Magazine, Ad Hoc Networks, Journal of Networks and Computer Applications, Nanocomnet Elsevier journals, IEEE JCN, ITU J-FET and ETT Wiley journal.

Chaker Abdelaziz Kerrache (ch.kerrache@lagh-univ.dz) 於2012年在阿爾及利亞拉古阿特大學獲得計算機科學碩士學位，並於2017年在同一所大學獲得計算機科學博士學位。他目前擔任拉古阿特大學計算機科學系的副教授，以及計算機科學與數學實驗室（LIM）的負責人，並擔任商業孵化器的主任。此外，他還是國家數位化委員會的成員，並在2023年被評選為全球前2%的科學家。他的研究興趣包括信任與風險管理、安全的多跳通信、腦機介面（BCI）、命名數據網絡（NDN）和無人機（UAV）。

Sahraoui Yesin 是阿爾及利亞阿爾及爾國立人工智慧高等學校的助理教授。他於2022年在瓦爾格拉大學獲得計算機科學博士學位。他的研究興趣包括移動群眾感知、深度學習範式、博弈論以及通信網絡的安全問題。

Carlos Tavares Calafate 是西班牙瓦倫西亞理工大學（UPV）計算機工程系的全職教授。他於2001年在波爾圖大學（葡萄牙）以優異成績畢業，獲得電氣與計算機工程學位。2006年，他在瓦倫西亞理工大學獲得以優異成績（Cum Laude）頒發的資訊學博士學位，自2002年以來一直在該校工作。他的研究興趣包括自組網和車輛網絡、無人機、智慧城市與物聯網、服務質量（QoS）、網絡協議、視頻串流和網絡安全。迄今為止，他已發表超過450篇文章，其中幾篇發表在包括IEEE車輛技術學報、IEEE移動計算學報、IEEE/ACM網絡學報、Elsevier自組網和IEEE通訊雜誌等期刊上。他是多本國際期刊的副編輯，這些期刊來自Elsevier、Hindawi、MDPI、IET和SAGE等出版社，並參與了超過250個國際會議的程序委員會。他被評選為全球前2%的科學家，並且在計算機科學與電子領域中名列西班牙前100名研究人員之一。他是IEEE計算智能大數據特別興趣小組和IEEE綠色車輛互聯網特別興趣小組的創始成員。

Anna Maria Vegni（IEEE資深會員）自2020年3月以來擔任羅馬三大學（意大利羅馬）工程系的終身教職助理教授。她於2010年3月在羅馬三大學應用電子學系獲得生物醫學工程、電磁學和電信的博士學位。她於2004年和2006年分別在羅馬三大學獲得電子工程的第一級和第二級榮譽學位。2009年，她在波士頓大學電氣與計算機工程系的多媒體通信實驗室擔任訪問研究員，該實驗室由Thomas D.C. Little教授指導。她的研究活動專注於由異質無線網絡支持的車輛網絡。她是ACM的成員，也是IEEE的資深會員。2021年6月，她獲得意大利全職教授的科學資格認證（Abilitazione Scientifica Nazionale）以從事電信工程的教學工作。她參與多個IEEE和ACM國際會議的組織工作，並擔任IEEE通訊雜誌、自組網、網絡與計算機應用期刊、Nanocomnet Elsevier期刊、IEEE JCN、ITU J-FET和ETT Wiley期刊的編輯委員會成員。