个人简介

主要从事信号与信息处理的方法和应用研究，近年来重点开展极弱磁成像技术及其医学应用研究。入选国家级青年人才计划、北京航空航天大学“卓越百人计划”、北京航空航天大学“青年拔尖人才计划”。主持和参与了国家级和省部级科研项目，参与研制基于原子自旋超高灵敏磁场测量的心磁脑磁功能成像装置。在IEEE Transactions on Signal Processing、IEEE Transactions on Pattern Analysis and Machine Intelligence、IEEE Transactions on Neural Networks and Learning Systems等一流学术期刊和NeurIPS、AAAI等一流学术会议上发表数十篇论文，获授权多项国家发明专利。      

   研究方向

(1) 极弱磁成像技术及其医学应用

(2) 多维信号处理

(3) 自适应信号处理

   教学工作

   学术成果

(1) 房建成, 魏凯, 江雷, 向岷, 陆吉玺. “超高灵敏极弱磁场与惯性测量科学装置与零磁科学展望”，航空学报，2022, 43(10), 527752.

(2) Shengxi Li, Zeyang Yu, Min Xiang, Danilo P. Mandic. “Reciprocal GAN through characteristic functions (RCF-GAN),” IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 45(2), 2246-2263.

(3) Nan An, Fuzhi Cao, Wen Li, Wenli Wang, Weinan Xu, Chunhui Wang, Yang Gao, Min Xiang, and Xiaolin Ning, “Multiple source detection based on spatial clustering and its applications on wearable OPM-MEG,” IEEE Transactions on Biomedical Engineering, 2022, 69(10), 3131-3141.

(4) Fuzhi Cao, Nan An, Wenli Wang, Weinan Xu, Wen Li, Chunhui Wang, Min Xiang, Yang Gao, Xiaolin Ning “Effects of different head models in wearable OPM-MEG,” IEEE Transactions on Instrumentation and Measurement, 2022, 71, 1-10.

(5) Nan An, Fuzhi Cao, Wen Li, Wenli Wang, Weinan Xu, Chunhui Wang, Min Xiang, Yang Gao, Binbin Sui; Aimin Liang, Xiaolin Ning. “Imaging somatosensory cortex responses measured by OPM-MEG: Variational free energy-based spatial smoothing estimation approach,” iScience, 25(2):103752.

(6) Min Xiang, Yili Xia, Danilo P. Mandic. “Performance analysis of deficient length quaternion least mean square adaptive filters,” IEEE Transactions on Signal Processing, 2020, 68, 65-80.

(7) Min Xiang, Bruno Scalzo Dees, Danilo P. Mandic. “Multiple-model adaptive estimation for 3D and 4D signals: A widely linear quaternion approach,” IEEE Transactions on Neural Networks and Learning Systems, 2019, 30(1): 72-84.