Weicheng Gao
Research

Publications (学术成果)

Published Paper (发表论文)

• [1] (IEEE TGRS, SCI JCR Q1)W. Gao, X. Yang, X. Qu and T. Lan, "TWR-MCAE: A Data Augmentation Method for Through-the-Wall Radar Human Motion Recognition," in IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-17, 2022. [Link] [Zhihu]
• [2] (IEEE TGRS, SCI JCR Q1)X. Qu, W. Gao, H. Meng, Y. Zhao and X. Yang, "Indoor Human Behavior Recognition Method Based on Wavelet Scattering Network and Conditional Random Field Model," in IEEE Transactions on Geoscience and Remote Sensing, vol. 61, pp. 1-15, 2023. [Link] [Zhihu]
• [3] (IEEE IoT, SCI JCR Q1)X. Yang, W. Gao, X. Qu, P. Yin, H. Meng and A. E. Fathy, "A Lightweight Multiscale Neural Network for Indoor Human Activity Recognition Based on Macro and Micro-Doppler Features," in IEEE Internet of Things Journal, vol. 10, no. 24, pp. 21836-21854, 2023. [Link] [Zhihu]
• [4] (IEEE TMTT, SCI JCR Q1)X. Yang, W. Gao, X. Qu, Z. Ma and H. Zhang, "Through-the-Wall Radar Human Activity Micro-Doppler Signature Representation Method Based on Joint Boulic-Sinusoidal Pendulum Model," in IEEE Transactions on Microwave Theory and Techniques, vol. 73, no. 2, pp. 1248-1263, 2025. [Link] [Zhihu]
• [5] (IEEE TAES, SCI JCR Q1)X. Yang, W. Gao, X. Qu and H. Meng, "Generalizable Indoor Human Activity Recognition Method Based on Micro-Doppler Corner Point Cloud and Dynamic Graph Learning," in IEEE Transactions on Aerospace and Electronics Systems, vol. 61, no. 2, pp. 5195-5209, 2024. [Link] [Zhihu]
• [6] (IEEE SPL, SCI, JCR Q2)W. Gao, X. Qu, H. Meng, X. Sun and X. Yang, "Adaptive Micro-Doppler Corner Feature Extraction Method Based on Difference of Gaussian Filter and Deformable Convolution," in IEEE Signal Processing Letters, vol. 31, pp. 860-864, 2024. [Link] [Zhihu]
• [7] (IEEE SPL, SCI, JCR Q2)W. Gao, S. Liu, J. Wang, X. Qu and X. Yang, "MIMO Through-the-Wall Radar Micro-Doppler Signature Augmentation Method Based on Multi-Channel Information Fusion," in IEEE Signal Processing Letters, 2025. [Link] [GitHub]
• [8] (APSIPA, EI)W. Gao, X. Yang, X. Qu, J. Liao, Z. Yin and D. Zhang, "Indoor Human Motion Recognition Method Based on Kernel-Distance Doppler Velocity Estimation and Lightweight Network," in Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Chiang Mai, Thailand, 2022. [Link]
• [9] (IEEE MAPE, EI)W. Gao, X. Yang, T. Lan, X. Qu and J. Gong, "Triple-Link Fusion Decision Method for Through-the-Wall Radar Human Motion Recognition," in IEEE International Symposium on Microwave, Antenna, Propagation and EMC Technologies for Wireless Communications (MAPE), Chengdu, China, 2022. [Link]
• [10] (IEEE ICSIDP, EI)W. Gao, X. Qu and X. Yang, "Generalization Ability Analysis of Through-the-Wall Radar Human Activity Recognition," in IEEE International Conference on Signal, Information and Data Processing (ICSIDP), Zhuhai, China, 2024. [Link]
• [11] (雷达学报, EI)杨小鹏, 高炜程, 渠晓东. 基于微多普勒角点特征与Non-Local机制的穿墙雷达人体步态异常终止行为辨识技术[J]. 雷达学报, 2024, 13(1). [Link] [GitHub]
• [12] (计算机工程与应用, EI)杨小鹏, 高炜程, 渠晓东, 兰天, 龚俊波. 多链路全连接条件随机场的穿墙雷达人体行为识别方法[J]. 计算机工程与应用, 2022, 58.
• [13] (IEEE TAES, SCI JCR Q1)X. Yang, H. Meng, Z. Ma, X. Qu, W. Gao and Y. Zhao, "Azimuth Sidelobe Suppression Method for Through-the-Wall Radar Based on Phase Nonuniform Quantized Coherence Factor," in IEEE Transactions on Aerospace and Electronic Systems, vol. 61, no. 3, pp. 7140-7152, 2025. [Link]
• [14] (IEEE IoT, SCI JCR Q1)X. Yang, H. Meng, X. Qu, W. Gao and F. Liu, "Multipath Ghost Recognition and Suppression Method Based on Template Matching for Indoor Human Detection and Location," in IEEE Internet of Things Journal, vol. 12, no. 14, pp. 27280-27290, 2025. [Link]
• [15] (IEEE SPL, SCI JCR Q2)X. Yang, H. Meng, X. Qu, W. Gao, "Through-the-Wall Radar Imaging Grating-lobe and Sidelobe Suppression Method Based on Imaginary Sign Coherence Factor," in IEEE Signal Processing Letters, vol. 31, pp. 2120-2124, 2024. [Link]
• [16] (IEEE ICSIDP, EI)H. Meng, X. Yang, X. Qu, W. Gao, Z. Ma and D. Shi, "A Through-the-Wall Radar Azimuth Sidelobe Suppression Based on Multibit Coherence Factor," in IEEE International Conference on Signal, Information and Data Processing (ICSIDP), Zhuhai, China, 2024. [Link]
• [17] (IEEE ICSIDP, EI)J. Feng, Y. Xu, K. Dong, S. Zhao, M. Wang and W. Gao, "Human Activity Micro-Doppler Corner Feature Representation Method Based on Dual-Threshold Harris Extractor for Through-the-Wall Radar," in IEEE International Conference on Signal, Information and Data Processing (ICSIDP), Zhuhai, China, 2024. [Link]
• [18] (雷达学报, EI)兰天, 盛世文, 孙熙韬, 高炜程, 杨小鹏. 探地雷达多阶段级联U-Net墙内小目标三维重建方法[J]. 雷达学报, 2024, 13(6). [Link]

Research in Interest (兴趣研究)

• [1] (arXiv Preprint)W. Gao, "Through-the-Wall Radar Human Activity Recognition WITHOUT Using Neural Networks," in arXiv (Cornell University), 2025. [Link] [GitHub] [Zhihu]
• [2] (arXiv Preprint)W. Gao, "Exploration of Low-Cost but Accurate Radar-Based Human Motion Direction Determination," in arXiv (Cornell University), 2025. [Link] [GitHub] [Zhihu]
• [3] (arXiv Preprint)W. Gao, "RadHARSimulator V1: Model-Based FMCW Radar Human Activity Recognition Simulator," in arXiv (Cornell University), 2025. [Link] [GitHub] [Zhihu]
• [4] (arXiv Preprint)W. Gao, "RadHARSimulator V2: Video to Doppler Generator," in arXiv (Cornell University), 2025. [Link] [GitHub] [Zhihu]

Awards & Titles (奖励及荣誉)

• Recipient of the National Natural Science Foundation of China Young Student Basic Research Program (Doctoral Candidates).

  国家自然科学基金青年博士基础研究项目获得者。

• First Prize, Technology Invention Award, China Radar Industry Association, 2023 (Rank 6).

  获2023年度中国雷达行业协会技术发明一等奖（序6）。

• Selected for the Young Professionals Program, IEEE.

  入选IEEE Young Professionals成员。

• Selected for the Reserve Talent Training Program for Science and Technology Innovation, China Association for Science and Technology.

  入选中国科协科技创新后备人才培养计划。

• National Second Prize, The 9th "Share Cup" Science and Technology Innovation Competition, 2022 (Rank 1).

  获2022年第九届共享杯科创竞赛全国二等奖（序1）。

• Excellent Undergraduate Thesis of Beijing, 2022.

  获2022年北京市优秀本科毕业设计。

• F5000 - Top Articles in Outstanding S&T Journals of China, 2025 (Student Rank 1).

  获2025中国精品科技期刊顶尖论文F5000奖（学生序1）。

• Annual Excellent Paper Award, Journal of Radars, 2024 (Student Rank 1).

  获2024年雷达学报年度优秀论文奖（学生序1）。

• Reviewer for top-tier SCI journals including IEEE IoT, TGRS, TIM, TMTT. Awarded Excellent Reviewer for the Journal of Supercomputing. Completed over 40 reviews.

  任IEEE IoT、TGRS、TIM、TMTT等SCI顶级期刊审稿人，获计算理论领域SCI高水平期刊Journal of Supercomputing优秀审稿人，累计已完成审稿工作40余篇。

• Best Report Award, Doctoral Forum on "Multi-source Information Sensing," Chinese Institute of Electronics, 2024.

  获2024年中国电子学会“多源信息感知”博士生论坛最佳报告奖。

• Best Report Award, The 5th Doctoral Forum of Journal of Radars, 2025.

  获2025年雷达学报博士论坛最佳报告奖。

• Excellent Report Award, The 4th Doctoral Forum of Journal of Radars, 2024.

  获2024年雷达学报博士论坛优秀报告奖。

• Selected for the "Hump Navigation" Top-Notch Innovative Talent Training Program, Beijing Institute of Technology, 2022.

  入选2022年北京理工大学“驼峰领航”拔尖创新人才培育计划。

• Best Paper Award, Xu Teli Academic Forum, Beijing Institute of Technology, 2023 (Rank 1).

  获2023年北京理工大学徐特立学术论坛最佳论文奖（序1）。

• National Scholarship for Doctoral Students, 2025.

  获2025年博士研究生国家奖学金。

• Excellent Student, Beijing Institute of Technology, 2023.

  获2023年北京理工大学优秀学生。

• Special Doctoral Scholarship, Beijing Institute of Technology, 2023.

  获2023年北京理工大学博士生特等奖学金。

• Special Doctoral Scholarship, Beijing Institute of Technology, 2022.

  获2022年北京理工大学博士生特等奖学金。

• Excellent Graduate, Beijing Institute of Technology, 2022.

  获2022年北京理工大学优秀毕业生。

• Excellent Undergraduate Thesis, Beijing Institute of Technology, 2022.

  获2022年北京理工大学优秀本科毕业设计。

• Excellent Moral Education Defense Award, Beijing Institute of Technology, 2022.

  获2022年北京理工大学优秀德育答辩奖。

• Excellent League Member, Beijing Institute of Technology, 2022.

  获2022年北京理工大学优秀团员。

• First Prize, "Century Cup" Science and Technology Innovation Competition, Beijing Institute of Technology, 2021 (Rank 1).

  获2021年北京理工大学“世纪杯”科创竞赛一等奖（序1）。

• Xu Teli College Role Model of the Times, Beijing Institute of Technology, 2020.

  获2020年北京理工大学徐特立学院时代青春榜样。

• Vice Minister and Student Advisor, Radar Club, Beijing Institute of Technology.

  任北京理工大学雷达俱乐部副部长、学生顾问。

• Peer Mentor for the 2020 Physics Strengthen-Base Class, awarded "Excellent Peer Mentor," Beijing Institute of Technology.

  任北京理工大学2020级物理强基班朋辈导师，获优秀朋辈导师称号。

• Graduate Mentor for Undergraduate Innovation Program (UIP), leading teams to win honors such as the Best Paper Award at the 2024 IEEE ICSIDP, the "Qiyan" Program of the Beijing Natural Science Foundation, and "BIT Teli Student Science and Technology Innovation Team."

  任大创指导研究生，获2024年IEEE ICSIDP国际会议最佳论文奖、获批“北京市自然科学基金‘启研’计划”、“北京理工大学特立学生科技创新团队”等荣誉称号。