ISTT2022 TUTORIAL
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Venue: UTM Talent Transformation Centre -UTM TTC (Pusat Latihan UTM)
TUTORIAL 1
14 November 2022 (Monday)
9.00 am – 12.30 pm
B5G/6G & Machine Learning:
How they complement each other
Professor Dr. Rosdiadee Nordin, Dr Mehran Behjati
Department of Electrical, Electronic & Systems Engineering,
Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia
Tutorial Abstract
The ultimate goal of this tutorial is to provide participants with an introduction and clear understanding of (i) Machine Learning (ML), (ii) its right applications in Wireless Communications (WC), as a tool to address technical challenges in B5G & 6G, and (iii) how WC can address some of the existing challenges of ML. Hence, the tutorial will help participants to select suitable topics for their future research and/or direct their current research toward the hot topics.
Speakers Biography
Professor Dr. Rosdiadee Nordin
Professor Dr. Rosdiadee Nordin is currently a Professor of Electrical, Electronic & Systems Engineering at Universiti Kebangsaan Malaysia (UKM). Earlier, he graduated with a B.Eng. in Electrical. Electronic & Systems Engineering from UKM (2001) and then became an engineer in Malaysia’s telecommunication industry for almost five years. He later pursued his Ph.D. on wireless engineering at the University of Bristol, United Kingdom (2010). He is a Senior Member of IEEE.
Dr. Mehran Behjati
Dr. Mehran Behjati is currently a postdoctoral researcher at the Department of Electrical, Electronics, and System Engineering at UKM. Former, he was a research flow at Iran’s National Elites Foundation. He received a B.Sc. degree in Electrical and Electronic Engineering from the Azad University of Iran, in 2009, his M.Sc. and Ph.D. degrees in Electrical and Computer Engineering from UKM, in 2013 and 2017, respectively. His research interests span diverse areas including 5G and 6G wireless networks, IoT, edge intelligence, autonomous UAV path planning, optimization, Machine Learning, distributed ML, and Embedded ML.
TUTORIAL 2
14 November 2022 (Monday)
2.00 pm – 4.30 pm
Throughput and fairness trade-off in NOMA system for 5G/6G seamless connection wireless communications and networking
Assoc. Prof. Ir. Ts. Dr. Mardeni Roselee
Centre for Wireless Technology,
Faculty of Engineering, Multimedia University
Tutorial Abstract
In this workshop, the participants will learn more about NOMA technologies which allow signal interference cancelation (SIC) at one of the receiving ends to mitigate the interference between the multiplexed users. NOMA technologies have enormous potential advantages in providing a low latency, supporting more devices, allowing massive connectivity also providing throughput user’s fairness.
The participants will learn practically about the PSO algorithm which is designed to obtain the optimal power solution in the NOMA system. The participants will have opportunity to practically use Universal Software Radio Peripheral (USRP) and design a hybrid resource allocation scheme (ILPSO) in order to optimize the resource allocation and to achieve trade-offs between throughput maximization and system fairness in the downlink NOMA system-based 5G network.
At the end of the program, participants will familiarize themselves more with the algorithm and USRP device which can satisfy the throughput maximization and fairness for the future NOMA system-based 5G/6G network.
Speakers Biography
Mardeni Roslee
Mardeni Roslee is an Associate Professor and Chairman of Centre for Wireless Technology, Multimedia University, Cyberjaya, Selangor. He serves as Deputy Director of Research Management Centre, Multimedia University. Previously, he was a Chairman of IEEE Malaysia in Comsoc/VTS for 2019-2020 and under his leadership, the Chapter emerged as the recipient of Outstanding Large Chapter Award for 2 consecutive years 2019 and 2020 from IEEE Malayia section. His current research interests are 5G/6G, NOMA, D2D, satellite, Internet of Things and radar communication. He is a certified HRDF trainer. At national and international level, he has been involved in industry consultation and advisor with more than 30 companies, private and government sectors. He was invited as 12 international keynote speaker and been invited by IEEE international conference as an invited speaker at 11 different countries around the world for 2009-2021. He is the recipient of Excellence in European Creativity Special Award 2018 from Romania, World Invention Special Award 2019 from WIIPA, 2021 IEEE Malaysia Outstanding Volunteer Award from IEEE Malayia and awarded Top Research Scientist in Malaysia 2020 from Academy of Science Malaysia (ASM).
