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Spotlight #1 on Five Featured
Workshops and Tutorials
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Introduction to Machine Learning for
Electromagnetic Compatibility and Signal Integrity
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Chair: Zhong Chen, ETS-Lindgren, Cedar Park, TX, USA
Co-Chair: Janet O'Neil, ETS-Lindgren, Cedar Park, TX, USA
This workshop offers an accessible introduction to machine learning (ML) in the context of Electromagnetic Compatibility (EMC) and Signal Integrity (SI), with a special focus on various ML techniques, including compressed sensing. Tailored for newcomers, the workshop aims to provide an entry point for understanding how ML applies to EMC and SI. Speakers will present basic concepts such as learning sparse representations and the principles of compressive sensing, as well as reinforcement learning and other ML techniques. Additionally, interactive and graph-based ML approaches will be introduced to demonstrate how they can address challenges in EMC and SI. While real-world examples will be used to illustrate concepts, the main goal is to foster a solid understanding of ML principles. NOTE: This morning workshop is the first of a two-part session on ML and AI. The afternoon workshop Chair is Lijun Jiang, Missouri University of Science & Technology, Rolla, MO, USA; Co-Chair is Alistair Duffy, De Montfort University, Loughborough, United Kingdom.
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Today’s Automotive EMC/RF Testing: Is it Enough? | |
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Co-Chairs: Garth D'Abreu, ETS-Lindgren, Cedar Park, TX, USA
Craig Fanning, Elite Electronic Engineering, Inc., Downers Grove, IL, USA
The automotive industry has been progressing at a rapid pace with the development and adoption of electric propulsion and advanced driver assistance (ADA) related systems. As a result, many new developments fall outside the scope or definitions described in the currently published automotive standards. This tutorial will cover a broad range of topics addressing the design of vehicle components and subsystems related to communications, propulsion, and other elements.
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Application of Reverb Chambers | |
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Chair: Vignesh Rajamani, Rohde & Schwarz USA, Inc., Phoenix, AZ, USA
This tutorial will provide an introduction to recent applications of reverberation chambers (RCs). It is intended to provide EMC engineers who are interested in applying RCs to various measurement issues and the extension of RCs to solve a variety of EMC problems. This tutorial provides a brief overview of RC theory, followed by recent applications of RCs. The tutorial material will be updated to reflect recent research results and implications.
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Wide Bandgap (WBG) Power Electronics
EMI and Solutions
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Chair: Shuo Wang, University of Florida, Gainesville, FL, USA
Wide bandgap (WBG) power semiconductors, such as SiC MOSFETs and GaN HEMTs, have higher switching speed and lower conduction power loss compared to conventional Si power semiconductor devices like IGBTs and MOSFETs. They are becoming more popular in modern power electronics applications, such as renewable energy, HVDC, aerospace, and power grid support because they can achieve higher energy efficiency with higher power densities. However, their high switching frequencies and speeds cause high electromagnetic interference (EMI), which results in extra components for EMI filtering. Co-sponsored with the IEEE Power Electronics Society, this Workshop will focus on the recent advances in modeling, measurement, and suppression of EMI for WBG power electronics systems.
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Electromagnetic Wave Information Security to Enhance the Reliability of the Information Infrastructure as the Foundation of Society | |
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Chair: Yuichi Hayashi, Nara Institute of Science and Technology (NAIST), Ikomo-shi, Japan; National Institute of Advanced Industrial Science and Technology, Tokyo, Japan
Co-Chair: William Radasky, Metatech Corporation, Goleta, CA, USA
Nowadays, where valuable information such as personal data, health records, financial details, and even intellectual property, including AI learning models, are handled over networks, ensuring the security of information systems that support these network infrastructures has become one of the most critical social issues. It is desirable to appropriately secure information systems at various layers, including applications and networks. This tutorial session will focus on hardware security related to electromagnetic waves, introducing the latest research trends in threats and countermeasures. Additionally, for those not well-versed in hardware security, we will provide the fundamental knowledge necessary to understand this topic.
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