IEEE Oakland-East Bay Communications Society Distinguished Lecturer Series
IEEE Oakland-East Bay Section
Communications Society Chapter
Distinguished Lecturer Series
The IEEE Oakland-East Bay Communications Society Chapter is pleased to host an IEEE Communications Society Distinguished Lecturer presentation by Dr. Wei Gao, Principal Engineer at Broadcom.
Presentation Title
Meta-Learning-Assisted Predistortion for Power Amplifier Linearization in Wireless Communication Systems
Abstract
Modern wireless communication systems require highly efficient RF power amplifiers while maintaining excellent signal linearity. This presentation introduces recent advances in AI-assisted digital predistortion techniques, focusing on meta-learning-based approaches that improve power amplifier linearization for IEEE 802.11 Wi-Fi systems. The talk discusses practical implementation challenges, optimization techniques, and industrial applications developed through years of experience at Broadcom.
Speaker
Dr. Wei Gao
IEEE Communications Society Distinguished Lecturer (2025–2026)
Principal Engineer, Broadcom
Everyone is welcome, including IEEE members, students, researchers, and industry professionals.
Date and Time
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Sandeep Kumar Khandelwal
Interim Chair
IEEE Oakland-East Bay Communications Society Chapter
Speakers
Wei Gao of Broadcom Inc.
Meta-Learning-Assisted Predistortion via Dual-Objective Optimization for Power Amplifier Linearization in Wireless Comms
Modern wireless communication systems require highly linear and energy-efficient RF power amplifiers to meet the increasing performance demands of Wi-Fi and other broadband communication technologies. This Distinguished Lecturer presentation introduces a meta-learning-assisted digital predistortion (DPD) approach based on dual-objective optimization for power amplifier linearization. The talk discusses the application of artificial intelligence and machine learning techniques to improve spectral efficiency, energy efficiency, and system performance in modern wireless communication systems. Drawing upon extensive industrial experience, the presentation covers practical implementation considerations, experimental results, and future research directions relevant to engineers, researchers, and students interested in wireless communications and RF system design.
Biography:
Wei Gao is a principal Engineer in the Wireless Communications and Connectivity (WCC) division at Broadcom in San Jose, USA. He received a Master of Science degree in electrical engineering from the Chinese Academy of Space Technology, Beijing, China, and a Ph.D. in electrical and computer engineering from the University of California, Davis, USA, 2001. He has over 30 years of experience in both industry and academia in China and the USA, specializing in product development and research in satellite communications, wireless Wi-Fi and mobile communications, as well as signal processing. From 2001 to 2004, he worked as a development engineer in Microwave Communication Division at Harris Semiconductor, and later he worked in other semiconductor companies. Since 2011, he has been in the WCC division at Broadcom in San Jose. From 2019 to 2023, he also held as a Guest Professor at Northwest University in Xi’an, China, where he taught, conducted research, and supervised graduate students. His research interests include wireless communications and signal processing, with a focus on RF mobile and Wi-Fi system architectures, as well as adaptive algorithms for RF analog and digital predistortion techniques aimed at energy- and spectrum-efficient wireless transmission.
He served as Section Chair for multiple IEEE International Conferences organized by the Communications Society, including ICC 2018 and PIMRC 2020. Additionally, he served as a paper reviewer for several conferences, including GLOBECOM 2024 and the 6th International Conference on Communication Engineering Technology (ICCET 2023).
Email:
Address:United States
Agenda
• Welcome and Chapter Update
• Distinguished Lecturer Presentation
• Live Questions and Discussion
Hosted by
IEEE Oakland-East Bay Communications Society Chapter
Interim Chair: Sandeep Kumar Khandelwal