Assoc. Prof. Tigang Jiang
University of Electronic Science and Technology of China
School of Information and Communication Engineering
Speech title：Artificial intelligence in the Internet of Things
Among the dramatic demand blooming of high quality, wideband, and time-sensitive communication requirements recently, for 5G based Internet of Things (IoT), numerous connected objects and sensing devices are dedicated to collecting, transferring, and generating a huge amount of data for a wide variety of fields and applications, which faces big challenges like node movement, topology changes, link unstable, memory constraints, battery constraints, interoperability, network congestion, coverage, scalability, network management, security, etc. Those challenges range from the physical layer to the application layer, traditional cross-layer-based algorithms face more and more complex situations. In the recent years, Artificial Intelligence (AI) acquire outstanding success in many fields, also it can be used to find the relatively optimal solutions for IoT according to the past collected historical data, Machine learning(ML) is much more lightweight than deep learning and is more suit for resource restrained IoT. In this speech, we will discuss the AI , including Deep learning (DL) and ML in IoT, including the basic concept, problems and solutions in different layers, critical issues, and some future research directions.
Dr. Tigang Jiang is an associate professor of School of Information and Communication Engineering(SICE), University of Electronic Science and Technology of China(UESTC). He received his Ph.D. degree from Southwest Jiaotong University (SWJTU), China, in 2005. His research interests include computer networks, IoTs, artificial intelligence, machine learning, blockchain. From 2014 to 2015, He joined the Computer Communication Research Group (CCRG) as a visiting scholar in the computer engineering department, University of California, Santa Cruz (UCSC).
He served as PC vice-chair of BodyNETS’2013, TPC chair of GreeNETS’2014, workshop chair of EAI mobiMedia’2015, workshop chair of ICNC’2019, and he serves as a reviewer of many international journals and conferences such as IEEE IoT journal, IEEE Access, IEEE IoT magazine, IEEE Globecom, and he serves as a review expert of National Natural Science Foundation of China (NSFC), area editor of EAI Endorsed Transactions on Mobile Communications and Applications, guest editor of ACM/Springer Mobile Networks & Applications (MONET). He hosted more than 10 projects, including 2 projects from NSFC. He is a Senior Member of IEEE.