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
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
2024.01-2025.01 芜湖市科技局,实践挂职锻炼
联系邮箱:zeliang1993@ahpu.edu.cn;will_amc@163.com
研究方向:
AI人工智能,模式识别,信号处理,无线通信等
主持/参与科研项目:
(1) 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,项目批准号:2408085QF183,主持;
(2) 产学研合作科研项目:基于人工智能的产品匹配技术开发,项目批准号:KH10004217,主持;
(3) 安徽工程大学引进人才科研启动项目,项目批准号:S022024002,主持;
(4) 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,参与;
(5) 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,参与。
主要荣誉奖励:
(1) 2022年获 国家留学基金委公派留学奖学金;
(2) 2023年获 重庆邮电大学“校长荣誉奖”;
(3) 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)
代表性科研论文:
(1) Zeliang An, 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. (SCI一区Top SCI期刊, 影响因子IF:11.7)
(2) Zeliang An*, Tianqi Zhang, Ming Shen, Elisabeth De Carvalho, Baoze Ma, Chen Yi, Tiecheng Song. 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)
(3) Zeliang An, Yuqing Xu*, Abdullah Tahir, Jun Wang, Baoze Ma, Gert Frølund Pedersen, Ming Shen. 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, 1(1): 1-22. (中科院二区SCI Top期刊,IF=5.1)
(4) Zeliang An, 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=5.1)
(5) Zeliang An*, 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]. Elsevier Signal Processing, 2022, 200: 108673. (中科院二区SCI期刊,IF=4.4)
(6) Zeliang An*, 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)
(7) Abdullah Tahir, An Zeliang, Bai Shaoping, Shen Ming*. 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) Zeliang An*, Tianqi Zhang, Baoze Ma, Yuqing Xu. Blind multicarrier waveform recognition based on spatial-temporal learning neural networks, Elsevier Digital Signal Processing, 2021, 111(1): 1- 15. (中科院三区SCI期刊,IF=3.381)
(9) 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)
(10) 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)
(11) 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. (SCI二区Top SCI期刊, IF:4.1)
(12) Hua Qirui, Martin H. Nielsen, An Zeliang, Rafal Wisniewski, Shen Ming*. 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) 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)
(14) 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)
(15) 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]. Elsevier Digital Signal Processing, 2021, 112:103007. (中科院三区SCI期刊,IF=3.381)
(16) 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)
(17) 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)
(18) 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)
(19) 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)
(20) 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)
(21) Mikel Jauregui, Márk Klepács, An Zeliang (As supervisor). Radio interference classification using deep learning[P]. AAU Project Report. 2023: 1-116.
(22) 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)
(23) 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)
(24) 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)
(25) 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.
(26) 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.
(27) 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.
(28) 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)
(29) 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)
专利:
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.