主要学习与工作经历:
2016.09-2019.07 南昌航空大学,通信与信息系统专业,硕士研究生
2019.09-2023.07 重庆邮电大学,信息与通信工程专业,博士研究生
2022.04-2023.04 丹麦Aalborg University,Department of Electronic Systems,国家留基委公派联培博士
2022.12-2023.06丹麦Aalborg University,Department of Electronic Systems,Research Assistant
2023.07-至 今 安徽工程大学,计算机与信息学院,软件工程系,讲师,研究生导师
2024.01-2025.01 芜湖市科技局,实践挂职锻炼
2025.09-至 今 安徽工程大学,计算机与信息学院,科研秘书
研究方向:
电磁频谱空间安全,深度学习/机器学习,AI大模型/智能体,射频识别,UAV/卫星通信等
研究生招生slogan:
加入机器视觉与智能控制(MVIC)研究室,一起探索AI、信号处理与计算机视觉的无限可能!我们期待这样的你:
①态度:对未知抱有纯粹的热爱,拥有强大的自驱力与明确的奋斗目标。
②素养:思维敏捷,英语读写顺畅,善于驾驭AI工具提升效率。
③实战:有AI、深度学习、LLM设计部署、通信与信号处理项目或竞赛背景者优先。
主持/参与科研项目:
(1) 主持国家自然科学基金项目:非结构化信道下无人机图传信号指纹物理因果解耦与自适应鲁棒识别研究,到账经费:30万元,2027.01-2030.01;
(2) 主持安徽省自然科学基金项目:复杂天气环境下面向6G 高通量宽带卫星通信系统的电磁信号盲识别方法研究,到账经费:8万元,2024.09-2026.08;
(3) 主持企业产学研合作项目(芜湖盟博):汽车智能座舱(HX-2025-10-004),到账经费;10万元,2025.10-2027.12;
(4) 主持企业产学研合作项目(武汉安天):智能电视机安全机制研究开发项目(HX-2025-09-065),到账经费;4.5万元,2025.09-2026.09;
(5) 主持中国科学院合作项目:非协作通信下新型多载波调制信号智能识别技术研究(KH10005016),到账经费;8万元,2025.07-2026.07;
(6) 主持企业产学研合作项目(北京摄星):基于人工智能的产品匹配技术开发(KH10004217),到账经费;10万元,2024.05-2025.05;
(7) 主持安徽工程大学引进人才科研启动项目(S022024002),到账经费;10万元,2023.07-2027.07;
(8) 主研安徽省教育厅高校科学研究重点项目,面向车路协同环境下感知数据传输的隐私保护与抗干扰研究,2026.12;
(9) 参与国家自然科学基金项目:基于部分信道信息的卫星多波束协作传输方法研究;
(10) 参与国家自然科学基金项目:复杂体制BOC调制直扩信号的检测与估计研究。
主要荣誉奖励:
(1) 2023年,获中国博士研究生国家奖学金;
(2) 2021年,获CSC国家留学基金委员会-公派奖学金出国留学(博士生)(丹麦Aalborg University);
(3) 2026年,获2026年数字中国创新大赛低空经济赛道全国三等奖;
(4) 2026年,获安徽工程大学青年教师优秀论文奖(自然科学)二等奖;
(5) 2025年,获安徽工程大学青年教师优秀论文奖(自然科学)一等奖;
(6) 2024年,获重庆市“优秀博士学位论文奖”;
(7) 2023年,获重庆邮电大学“校长荣誉奖”;
(8) 2023年,获重庆邮电大学“优秀博士学位论文奖”。
国家标准:
(1) 中国标准, 安泽亮; 信息安全技术 机器学习算法安全评估规范, GB/T 42888-2023, 全国信息安全标 准化技术委员会, 2023-08-06 (国家级)
(2) 中国标准, 安泽亮; 信息安全技术 移动互联网应用程序(App)软件开发工具包(SDK)安全要求, GB/T 43435-2023, 全国信息安全标准化技术委员会, 2023-11-27 (国家级)
(3) 中国标准, 安泽亮; 电力信息系统安全等级保护实施指南, 20252425-T-524, 中国电力企业联合会, 征求意见中,待发布. (国家级)
(4) 中国标准, 安泽亮; 电力信息安全水平评价指标, 20252431-T-524, 中国电力企业联合会, 征求意见中,待发布. (国家级)
学术专著:
(1)《多载波宽带信号的盲估计与识别》,国防工业出版社,2024年。
专利:
(1) 一种基于蓝牙低功耗的IPV6网络系统. 国家发明专利.专利号:CN111355704B, 2020.
(2) 一种基于随机微分方程逆向扩散的量子导航对抗防御与数据净化方法及系统.专利号:CN 122334002 B, 2026.
指导学生获奖:
(1) 2026年,指导学生获安徽省大数据与人工智能应用竞赛(大数据创意组)省三等奖;
(2) 2026年,指导学生获第十二届“挑战杯”安徽省大学生创业计划竞赛AIGC视觉金融消保专项赛”省三等奖;
(3) 2025年,指导学生获安徽省大学生创新大赛-本科生创意组铜奖;
(4) 2025年, 指导学生获第十九届全国大学生智能汽车竞赛-安徽赛区平衡轮腿组二等奖;
(5) 2024年,指导学生获第十九届全国大学生智能汽车竞赛-安徽赛区二等奖;
(6) 2024年,指导学生获“2024年第六届全国高校计算机能力挑战赛”-程序设计挑战赛(C语言科目)华东赛区本研组二等奖;
(7) 2024年,指导学生获“2024年第六届全国高校计算机能力挑战赛”-程序设计挑战赛(C语言科目)全国决赛本研组三等奖。
指导研究生发表论文:
(1) Tiantian Wang, Yan Nan, Chaosan Yang, An Zeliang, et al, Electromagnetic Signal Recognition Using Multimodal Tri-branch Semantic Fusion Network in the UAV-assist Integrated Sensing and Communication Systems, Digital Signal Processing, 2025, 105820.(中科院三区SCI期刊,IF=3.381)
(2) XuYuqing, AnZeliang, Chaosan Yang,ZhuYiwen, et al. A Spatio-Temporal Liquid Learning Network for Robust Electromagnetic Signal Identification in 6G RIS-Aided UAV Cognitive Communications With Composite Channel Impairments[J]. IEEE Transactions on Cognitive Communications and Networking, 2026, 12: 5224 - 5243 .(中科院一区Top SCI期刊,影响因子IF=7)
(3) Zhang Gongjin, Yan Nan, Dai Jiashu, An Zeliang, et al. Multi-terminal modulation classification network with rain attenuation interference for UAV MIMO-OFDM communications using blind signal reconstruction and gradient integration optimization[J]. Digital Signal Processing, 2025, 161: 105071.(中科院三区SCI期刊,IF=3.381)
(4) Tian Yajun, An Zelianget al., SigLLM: Homomorphic Cross-Modal Alignment of Large Language Models for Blind Modulation Recognition in 6G LEO-RIS Networks, 2026 6th International Conference on Intelligent Communications and Computing (ICICC), Hangzhou, China, 2026, pp. 27-31. (EI检索)
(5) Zhu Yiwen,Xu Yuqing, Wang Xinglu; An Zelianget al., PISLAN: Physically-Informed Signal-Language Alignment Network for Intelligent Modulation Recognition in Beyond 5G Communications, 2026 6th International Conference on Intelligent Communications and Computing (ICICC), Hangzhou, China, 2026, pp. 1-6. (EI检索)
本人代表性科研论文:
(1) An Zeliang, Yuqing Xu, et.al. Physics-Informed Scattering Transform Network for Modulation Recognition in 5G Industrial Cognitive Communications Considering Nonlinear Impairments in Active Phased Arrays[J]. IEEE Transactions on Industrial Informatics, 2024, 21(1):425-434.(中科院一区TopSCI期刊, 影响因子IF:11.7)
(2) An Zeliang, Yuqing Xu, Abdullah Tahir, et.al. Physics-embeded Multicarrier Signal Recognition for Ka-band Land Mobile Satellite Communications Systems under Rain Attenuation and Shadowed-Rice Fading[J]. IEEE Transactions on Cognitive Communications and Networking, 2026, 12:1756-1774.(中科院一区SCI期刊,IF=8.6)
(3) An Zeliang, Tianqi Zhang, Ming Shen, Elisabeth De Carvalho. Series-constellation feature based blind modulation recognition for beyond 5G MIMO-OFDM systems with channel fading[J]. IEEE Transactions on Cognitive Communications and Networking, 2022, 8(2): 793-811. (中科院一区SCI期刊,IF=8.6)
(4) An Zeliang, Yuqing Xu, Abdullah Tahir, Jun Wang. Collaborative learning-based modulation recognition for 6G multibeam satellite communication systems via blind and semi-blind channel equalization[J]. IEEE Transactions on Aerospace and Electronic Systems, 2024, 60(4): 5226-5246. (中科院二区SCI Top期刊,IF=5.7)
(5) An Zeliang, Tianqi Zhang*, Yuqing Xu, Gert Frølund Pedersen, Ming Shen. Multimodality- aided multicarrier waveform recognition in low SNR regimes based on denoised cyclic autocorrelation transformation[J]. IEEE Transactions on Aerospace and Electronic Systems, 2023.04, 59(5): 5859-5875. (中科院二区SCI Top期刊,IF=5.7)
(6) Yuqing Xu,An Zeliang, Abdullah Tahir, et.al. Modulation Identification for 6G Multi-Beam Satellite Systems Using Symbol-Level Reconstruction and Physics-Informed Scattering Transformation with Partial Channel Knowledge[J]. IEEE Transactions on Aerospace and Electronic Systems, 2024.61(2): 5253-5271. (中科院二区SCI Top期刊,IF=5.7)
(7) Abdullah Tahir, An Zeliang, et.al. Robust payload recognition based on sensor-over-muscle-independence deep learning for control of exoskeletons[J]. IEEE Transactions on Circuits and Systems-II-Express Briefs, 2023, 70(9): 3699-3703. (中科院二区SCI期刊,IF=4.4)
(8) Lijun Zhu, Zhengyu Zhu, An Zeliang, et.al.Beamspace Channel Estimation for the Millimeter-wave Massive MIMO Systems: Dual Loops-based Iteration Reduction Algorithms[J]. IEEE Transactions on Vehicular Technology, 2026, 75(3): 4478-4490. (中科院二区SCI期刊,IF=7.1)
(9) D. Liu, T. Zhang, M. G. Christensen, C. Yi and An Zeliang. Audio-Visual Fusion With Temporal Convolutional Attention Network for Speech Separation[J].IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024. (中科院二区TopSCI期刊, IF:5.1)
(10) Xu Yuqing, Xu Guangxia, Ma Chuang, An Zeliang. An advancing temporal convolutional network for 5G latency services via automatic modulation recognition[J]. IEEE Transactions on Circuits and Systems II: Express Briefs, 2022, 69(6): 3002-3006. (中科院二区SCI期刊,IF=4.4)
(11) Ma Baoze, Zhang Tianqi, An Zeliang, Yi Chen, Measuring dependence for permutation alignment in convolutive blind source separation[J]. IEEE Transactions on Circuits and Systems II: Express Briefs, 2021, 69(3): 1982-1986. (中科院二区SCI期刊,IF=4.4)
(12) Hua Qirui, Martin H. Nielsen, An Zeliang, Rafal Wisniewski. Lab to multi-scene generalization for non-line-of-sight identification with small-scale datasets[J]. IEEE Transactions on Artificial Intelligence, 2024, 5(2): 516-529. (EI检索)
(13) An Zeliang, Tianqi Zhang, Baoze Ma, Yuqing Xu. A Two-stage high-order modulation recognition based on projected accumulated constellation vector in non-cooperative B5G OSTBC-OFDM systems[J]. Signal Processing, 2022, 200: 108673. (中科院二区SCI期刊,IF=4.4)
(14) An Zeliang, Tianqi Zhang, Baoze Ma, Chen Yi, Yuqing Xu. Blind high-order modulation recognition for beyond 5G OSTBC-OFDM systems via projected constellation vector learning network[J]. IEEE Communications Letters, 2022, 26(1): 84-88. (中科院三区SCI期刊,IF=4.1)
(15) An Zeliang, Tianqi Zhang, Baoze Ma, Yuqing Xu. Blind multicarrier waveform recognition based on spatial-temporal learning neural networks, Digital Signal Processing, 2021, 111(1): 1- 15. (中科院三区SCI期刊,IF=3.381)
(16) 安泽亮, 张天骐, 马宝泽, 邓盼, 徐雨晴. 基于一维CNN的多入多出OSTBC信号协作调制识别[J]. 通信学报, 2021, 42(07): 84-94. (EI检索)
(17) An Zeliang, Zhang Tianqi, Xu Yuqing, Gert Frøolund Pedersen, Shen Ming. AI-driven signal recognition in B5G FBMC-OQAM industrial cognitive radio networks via transform channel convolution strategy[J]. Computers, Materials & Continua, 2023, 76(9): 2817-2834.(中科院四区SCI期刊,IF=3.1)
(18) Wei Y, Zhang T, Liu D, An Zeliang. Robust Image Watermarking Scheme Using Error Correcting Codes and Linear Particle Swarm Optimization[J]. Circuits, Systems, and Signal Processing, 2025: 1-34.(中科院三区SCI期刊,IF=2.0)
(19) Ma Baoze, Zhang Tianqi, An Zeliang, Song Tiecheng, Zhao Hui. A blind source separation method for time-delayed mixtures in underdetermined case and its application in modal identification[J]. ElsevierDigital Signal Processing, 2021, 112:103007. (中科院三区SCI期刊,IF=3.381)
(20) Yi Chen, Zhou Jihua, Li Yang, An Zeliang, Li Yong, Francis C.M. Lau. Correcting non-binary burst deletions/insertions with DE BRUIJN symbol-maximum distance separable codes[J]. IEEE Communications Letters, 2023, 27(8): 1939-1943. (中科院三区SCI期刊,IF=4.1)
(21) Xu Yuqing, Xu Guangxia, An Zeliang, Martin Hedegaard Nielsen, Shen Ming. Adversarial attacks and active defense on deep learning-based identification of GaN power amplifiers under physical perturbation[J]. AEU-International Journal of Electronics and Communications, 2023, 159: 154478. (中科院三区SCI期刊,IF=3.2)
(22) Deng Pan, Zhang Tianqi, Ma Baoze, An Zeliang. Research on blind recognition algorithm of channel coding based on one-dimensional convolutional neural network under the low SNR regime[J]. Neural Processing Letters, 2023, 1(1): 1-21. (中科院四区SCI期刊,IF=3.1)
(23) Liu Debang, Zhang Tianqi, Mads Græsbøll Christensen, Wei Ying, An Zeliang. Audio-visual fusion using multiscale temporal convolutional attention for time-domain speech separation[C]. 2023 International Conference on Acoustics, Speech and Signal Processing, INTERSPEECH 2023, 3694-3698. (EI检索,CCF C)
(24) An Zeliang, Song Gaojun, Chen Huihui. Open-loop precoding scheme for multi-beam mobile satellite communication systems[C]. 2018 IEEE 4th International Conference on Computer and Communications. ICCC 2018: 795-799. (EI检索)
(25) Mikel Jauregui, Márk Klepács, An Zeliang (As supervisor). Radio interference classification using deep learning[P]. AAU Project Report. 2023: 1-116.
(26) Xu Yuqing, Xu Guangxia, An Zeliang, Liu Yanbin. EPSTO-ARIMA: Electric power stochastic optimization predicting based on ARIMA[C]. 2021 IEEE 9th International Conference on Smart City and Informatization, iSCI 2023: 70-75. (EI检索)
(27) 马宝泽,张天骐, 安泽亮, 邓盼. 基于张量分解的卷积盲源分离方法[J]. 通信学报, 2021, 42(8): 52-60. (EI检索)
(28) 马宝泽, 张天骐, 安泽亮, 张刚. 一种多维信源衰减延时混合的欠定盲源分离方法[J]. 电子与信息学报, 2021, 43(8): 2258-2266. (EI检索)
(29) 张天骐, 汪锐, 安泽亮, 王雪怡, 方竹. 基于多端特征融合模型的MIMO-OFDM系统盲调制识别[J]. 信号处理, 2022, 38(09): 1940-1953.
(30) 安泽亮, 宋高俊, 陈慧慧. 多波束移动卫星系统的自适应开环预编码方法[J]. 电讯技术, 2019, 59(10): 1169-1174.
(31) 安泽亮, 宋高俊, 陈慧慧. 多波束宽带卫星广播系统的自适应功率分配[J]. 电讯技术, 2018, 58(10): 1146-1151.
(32) 汪锐, 张天骐, 安泽亮, 王雪怡, 方竹. 基于联合特征参数和一维CNN的MIMO-OFDM系统调制识别算法[J]. 系统工程与电子技术, 2023, 45(03): 902-912. (EI检索)
(33) 张天骐, 汪锐, 安泽亮, 王雪怡, 方竹. 基于多任务学习的MIMO-OFDM信噪比估计与调制识别[J]. 北京邮电大学学报, 2022, 45(06): 95-100. (EI检索)
