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【海韵讲座】2025年第30 期 - AI-Powered Radio Maps for Low-Altitude Economy
发布时间:2025年08月26日 17:03 点击:

主讲人: Wei Zhang (F’15) professor at the University of New South Wales,Sydney, Australia.

报告时间:2025年09月03日(星期14:30-17:30

报告链接:#腾讯会议:669-931-776

直播网址:https://meeting.tencent.com/l/rX4QqukOyKkN

报告摘要:

The low-altitude economy (LAE), driven by drones (UAVs), is transforming industries like delivery, surveillance, and smart cities. However, maintaining stable wireless connections for fast-moving drones remains a critical hurdle. To address this, we propose an AI-enhanced solution that builds dynamic radio maps to predict and optimize signal strength in real time. Our approach begins by collecting wireless signal data across drone flight paths, then uses a novel deep learning model (CVCGAN) to generate continuous, high-accuracy predictions of signal quality, even in unmapped areas. By intelligently merging these AI-powered maps with real-time pilot signals, we achieve seamless connectivity that outperforms current methods. This breakthrough not only ensures reliable drone operations but also accelerates the potential of LAE applications, showcasing how AI can bridge the gap between mobility and robust wireless communication.

报告人简介:

Wei Zhang (F’15) is a professor at the University of New South Wales, Sydney, Australia. He has been Vice President of IEEE Communications Society since 2022. His research interests include 6G communications and networks. He has been an IEEE Fellow since 2015 and was an IEEE ComSoc Distinguished Lecturer in 2016-2017. Within the IEEE ComSoc, he has taken many leadership positions including Chair of Wireless Communications Technical Committee (2019-2020), Vice Director of Asia Pacific Board (2016-2021), Editor-in-Chief of IEEE Wireless Communications Letters (2016-2019), Member-at-Large on the Board of Governors (2018-2020), Technical Program Committee Chair of APCC 2017 and ICCC 2019 and 2024, Award Committee Chair of Asia Pacific Board and Award Committee Chair of Technical Committee on Cognitive Networks. He received the IEEE Communications Society Joseph LoCicero Award in 2024. He obtained the Ph.D. degree from the Chinese University of Hong Kong in 2005.

邀请人:信息与通信工程系 付立群教授

主讲人 Wei Zhang (F’15) professor at the University of New South Wales,Sydney, Australia. 主持人
时间 2025-09-03 14:30:00 报告题目 AI-Powered Radio Maps for Low-Altitude Economy
首作者 People
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主讲人简介 Wei Zhang (F’15) is a professor at the University of New South Wales, Sydney, Australia. He has been Vice President of IEEE Communications Society since 2022. His research interests include 6G communications and networks. He has been an IEEE Fellow since 2015 and was an IEEE ComSoc Distinguished Lecturer in 2016-2017. Within the IEEE ComSoc, he has taken many leadership positions including Chair of Wireless Communications Technical Committee (2019-2020), Vice Director of Asia Pacific Board (2016-2021), Editor-in-Chief of IEEE Wireless Communications Letters (2016-2019), Member-at-Large on the Board of Governors (2018-2020), Technical Program Committee Chair of APCC 2017 and ICCC 2019 and 2024, Award Committee Chair of Asia Pacific Board and Award Committee Chair of Technical Committee on Cognitive Networks. He received the IEEE Communications Society Joseph LoCicero Award in 2024. He obtained the Ph.D. degree from the Chinese University of Hong Kong in 2005. 地点 https://meeting.tencent.com/l/rX4QqukOyKkN
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