师资队伍

1、主持或参与项目

[1] 国家自然科学基金面上项目（62272256），区块链使能的物联网数据安全可信机制研究， 2023/1/1-2026/12/31，参与

[2] 山东省自然科学基金面上项目(ZR2023MF040)，面向6G的MIMO波束赋形非凸优化理论及模型驱动智能算法研究，2023.7-2026.12，主持

[3] 高校委托项目（SDJDGD20240405-Q067）：面向不确定性环境下多用户频率管理策略智能生成项目，2025.01-2026.12，主持

[4] 国家自然科学基金项目(61701269)，基于逐次凸逼近的多用户MIMO收发机设计非凸优化理论与算法， 2018.01-2020.12，主持

[5] 国家重点研发计划子课题（2019YFB2102602），低价值密度城市数据清洗与萃取技术，2019.12-2022.11，主持

[6] 山东省自然科学基金项目(ZR2017BF012)：基于逐次凸逼近的MIMO干扰网络干扰抑制收发机优化技术，2017.08-2020.12，主持

[7] 山东省重点研发计划（重大科技创新工程）项目（2019JZZY010313）：高温压电晶体与传感器研发及产业化，2019.12-2021.11，参与，负责微弱信号调理技术研发

[8] 51大神吃瓜在线观看官方版-51暗黑吃瓜官网2026最新版V.7.19.9.8 安卓版-糖心系列vlog网计算机科学与技术学科“一流学科”建设基础学科加强计划（2021JC02014）. 大规模多用户MIMO 网络低复杂度并行化收发机联合优化算法研究, 2021.7.1-2023.6.30 ，主持

[9] 51大神吃瓜在线观看官方版-51暗黑吃瓜官网2026最新版V.7.19.9.8 安卓版-糖心系列vlog网科教产融合试点工程项目（基础研究类）先导项目（2022XD001），智能物联网关键基础理论研究，2022.07.01-2023.12.31. 参与

[10] 51大神吃瓜在线观看官方版-51暗黑吃瓜官网2026最新版V.7.19.9.8 安卓版-糖心系列vlog网青年博士合作基金项目(2017BSHZ005)，MIMO 无线体域网收发机优化技术研究，2018.01-2019.12，主持

[11] 山东省计算机学会省重点实验室联合开放基金项目(SDKLCN-2016-03)，多用户MIMO无线通信系统干扰管理技术研究， 2017.01-2018.12，主持

[12] 济南市高校20条自主培养创新团队项目（202228093），面向物联网的区块链跨链关键技术研究与应用， 2023.01-2025.12，参与

[13] 山东省科技型中小企业创新能力提升工程项目（2022TSGC2180），新媒体数字内容智能分析与安全监管平台，2022.11-2024.11，技术负责人

[14] 山东省科技型中小企业创新能力提升工程项目（2022TSGC2123），基于信息技术应用创新的数据安全共享平台，2022.11-2024.11，参与

[15] 徐州市重点研发计划社会发展类项目(ZYSI20230143), 面向环境监测的智能物联网关键技术研究, 2024.01-2025.12，参与

[16] 中科南京人工智能创新研究院委托项目（QL2023356），多通道生物电采集及蓝牙传输物联网终端研发，2024.01-2024.12，主持

[17] 企业委托项目（QL2022632），面向机器视觉的智能物联网边缘计算网关设计2023.01-2024.06, 主持

[18] 企业委托项目（QL2022160），小型化无线静态应变仪设计开发, 2022.6-2022.12，技术负责人

[19] 企业委托项目（QL2022161），基于NB-IoT的无线联网静态应变仪设计开发，2022.6 -2022.12，技术负责人

2、奖励

[1] 山东省优秀博士学位论文奖，基于干扰管理的多用户MIMO通信系统收发机设计，山东省教育厅，2017

[2] 山东大学优秀博士学位论文奖，基于干扰管理的多用户MIMO通信系统收发机设计，山东大学，2017

[3] ACM济南分会“新星”奖，ACM济南分会，2017

[4] Wiley威立中国开放科学高贡献作者奖，2022

3、 论文、著作

期刊论文

[1] Jing Qiu, Jiguo Yu*, Anming Dong, Kan Yu, Honglong Chen. Weighted Sum-Rate Maximization with Transceiver and Passive Beamforming Design for IRS-Aided MIMO-BC Communications via Matrix Fractional Programming. IEEE Transactions on Communications, 2024. (中科院1区，CCF A，JCR Q1)

[2] Jing Qiu, Jiguo Yu*, Anming Dong, Kan Yu. Joint Beamforming for IRS-Aided Multi-Cell MISO System: Sum Rate Maximization and SINR Balancing. IEEE Transactions on Wireless Communications, 2022. (中科院1区，CCF A，JCR Q1)

[3] Kan Yu, Jiguo Yu*, and Anming Dong. Cooperative Communication and Mobility for Securing URLLC of Future Wireless Networks. IEEE Transactions on Vehicular Technology , 2022. (中科院2区，CCF B，JCR Q1)

[4] Jingping Qiao, Chuanting Zhang*, Anming Dong, Ji Bian and Mohamed-Slim Alouini. Securing Intelligent Reflecting Surface Assisted Terahertz Systems. IEEE Transactions on Vehicular Technology. 71(8): Aug. 2022.  (中科院2区，CCF B，JCR Q1)

[5] Tong Zhang, Jiguo Yu, Anming Dong*, Jing Qiu. Deep learning-based transceiver design for multi-user MIMO systems [J]. Internet of Things, 2022,19: 100512. (中科院3区，CCF C，JCR Q1)

[6] Teng Zhang, Anming Dong*, Chuanting Zhang, Jiguo Yu, Jing Qiu, Sufang Li, Li Zhang and You Zhou. Hybrid Beamforming for MISO Systems via Unsupervised Convolutional Neural Networks. Electronics, 2022, 11, 2213. (中科院3区，JCR Q2)

[7] Kan Yu, Jiguo Yu*, Xiuzhen Cheng, Dongxiao Yu, Anming Dong. Efficient Link Scheduling Solutions for the Internet of Things under Rayleigh Fading. IEEE/ACM Transactions on Networking,  vol. 29, no. 6, pp. 2508-2521, Dec. 2021, doi: 10.1109/TNET.2021.3093306. (中科院2区，CCF A，JCR Q1)

[8] Haixia Zhang*, Anming Dong, Shi Jin, and Dongfeng Yuan. Joint Transceiver and Power Splitting Optimization for Multiuser MIMO SWIPT under MSE QoS Constraints. IEEE Transactions on Vehicular Technology，vol. 66, no. 8, pp. 7123-7135, Aug. 2017. (中科院2区，CCF B，JCR Q1)

[9] Anming Dong, Haixia Zhang*, Minglei Shu and Dongfeng Yuan, "Simultaneous Wireless Information and Power Transfer for MIMO Interference Channel Networks Based on Interference Alignment," Entropy, vol. 19, no. 9, pp. 484-509, Sept. 2017. (中科院2区， JCR Q2)

[10] 柴宝宝,董安明,王桂娟,韩玉冰,李浩,禹继国.基于注意力机制的联邦无线流量预测模型[J].软件学报,2025,36(02):715-731. (北大核心，CCF T1 类期刊)

[11] 张德辉, 董安明*, 禹继国, 赵恺, 周酉. 融合门控循环单元及自注意力机制的生成对抗语音增强. 计算机科学，50(11A),  2023. 已录用。（北大核心、CCF T2 类期刊）

[12] 刘洋, 董安明*, 禹继国, 赵恺, 周酉. 基于CNN-BiGRU的复杂连续人体活动WiFi感知方法. 物联网学报，7(4), 2023.  （北大核心，T2 类期刊）

[13] 李航,董安明*,禹继国,韩玉冰.基于前后端分离架构的智慧农业物联网系统设计[J].现代电子技术,2022,45(14):63-68. 

[14] 董安明*，刘宗银，禹继国，韩玉冰，周酉. 基于视觉变换网络的音乐流派自动分类. 计算机应用, 2022, 42(S1): 54-8. （北大核心、CCF T2）

[15] 黄耀,董安明,周酉*,孙中清.融合深度学习和协同滤波的个性化影视节目推荐算法[J].计算机与网络,2021,47(13):40-41. 2021.08.

[16] Zongyin Liu, Anming Dong*, Jiguo Yu, Yubing Han, You Zhou, Kai Zhao. Scene classification for remote sensing images with self-attention augmented CNN [J]. IET Image Processing, 2022, 16(11): 3085-96.  (中科院4区，CCF C，JCR Q2)

[17] Kan Yu, Biwei Yan, Jiguo Yu, Honglong Chen, and Anming Dong. "Methods of improving secrecy transmission capacity in wireless random networks." Ad Hoc Networks 117 (2021): 102492. (中科院3区，JCR Q2)

[18] Biwei Yan, Anming Dong*, Baobao Chai, Yubing Han, Guanglin Zhou and Fangxin Zhao, "Blockchain-Assisted Collaborative Service Recommendation Scheme With Data Sharing," IEEE Access, vol. 9, pp. 40871-40883, 2021. (中科院3区，JCR Q2)

[19] Kan Yu, Jiguo Yu*, Anming Dong, Guangshun Li: Distributed Shortest Link Scheduling Algorithms With Constant Time Complexity in IoT Under Rayleigh Fading. IEEE Access, vol. 8, pp. 103245-103255, 2020. (中科院3区，JCR Q2)

[1] Zhongyi Jin, Anming Dong*, Minglei Shu*, Yinglong Wang. Sparse ECG Denoising with Generalized Minimax Concave Penalty. Sensors, vol.19, no.7, 1-21, APR 1, 2019.  (中科院3区，JCR Q2)

[2] Xiao Wang, You Zhou, Minglei Shu*, Yinglong Wang and, Anming Dong, "ECG Baseline Wander Correction and Denoising Based on Sparsity," IEEE Access, vol. 7, pp. 31573-31585, Mar. 2019. (中科院3区，JCR Q2)

[3] Anming Dong, Haixia Zhang*, Dongfeng Yuan and Xiaotian Zhou, "Interference Alignment Transceiver Design by Minimizing the Maximum Mean Square Error for MIMO Interfering Broadcast Channel," IEEE Transactions on Vehicular Technology, vol. 65, no. 8, pp. 6024-6037, Aug. 2016. (中科院2区，CCF B，JCR Q1)

[4] Anming Dong, Haixia Zhang*, Xiaotian Zhou and Dongfeng Yuan, "On Analytical Achievable Rate for MIMO Linear Interference Alignment with Imperfect CSI", Wireless Personal Communications (WPC) , vol.95, no. 2, pp.1189–1214, July 2017. (中科院4区)

[5] Anming Dong, Haixia Zhang*, and Dongfeng Yuan, "Probabilistic Constraint Robust Transceiver Design for MIMO Interference Channel Networks," Journal of Communications (JCM), vol. 11, no. 4, pp. 340-348, April. 2016. (EI)

[6] Sufang Li, Mingyan Jiang*, Anming Dong, and Dongfeng Yuan, "Adaptive sub-channel allocation based on hopfield neural network for multiuser OFDM," Advances in Intelligent Systems and Computing, vol. 215, pp. 243-252, 2014. （EI）

会议论文

[1] Mengjie Li, Anming Dong*, Guijuan Wang, Xiang Tian, Jiguo Yu, Feng Li. Wireless Resource Optimization for UAV Swarm Cooperative Sensing via Multi-Agent Multi-Task Deep Reinforcement Learning. International Conference on Wireless Artificial Intelligent Computing Systems and Applications (WASA), 2025, Accepted. (CCF C)

[2] Runtian Zhou, Anming Dong*, Jiguo Yu, Qingyan Ding: FedLRDP: Federated Learning Framework with Local Random Differential Privacy. International Joint Conference on Neural Networks (IJCNN), 2024: 1-8. (CCF C)

[3] Xiaoyu Wu, Anming Dong*, Jiguo Yu, Sufang Li, Guijuan Wang, You Zhou: Joint Optimization Design of Intelligence Reflecting Surface Assisted MU-MISO System Based on Deep Reinforcement Learning. International Conference on Wireless Artificial Intelligent Computing Systems and Applications (WASA), 2024: 126-138. (CCF C)

[4] Bin Gao, Yubing Han*, You Zhou, Jiguo Yu, Sufang Li, Anming Dong: Wireless Portable Dry Electrode Multi-channel sEMG Acquisition System. International Conference on Wireless Artificial Intelligent Computing Systems and Applications (WASA), 2024: 124-135. (CCF C)

[5] Yanhu Wang, Shuaishuai Guo*, Anming Dong, Hui Zhao: Benchmarking Semantic Communications for Image Transmission Over MIMO Interference Channels. International Conference on Wireless Communications and Signal Processing (WCSP), Hefei, China, 2024, pp. 1480-1484. (EI)

[6] Shouliang Song, Anming Dong*, Jiguo Yu, Yubing Han, and You Zhou. A Multichannel CNN-GRU Hybrid Architecture for sEMG Gesture Recognition. IEEE BIBM 2023, Nov.11, 2023.(CCF B)

[1] Chuanhao Zang, Anming Dong*, Jiguo Yu. A Trajectory Tracking System for Zebrafish Based on Embedded Edge Artificial Intelligence, IEEE ICPADS, Oct.27, 2023, (CCF C)。

[2] Honglei Zhu, Anming Dong* and Jiguo Yu, A Drug Box Recognition System Based on Deep Learning and Cloud-Edge Collaboration for Pharmacy Automation, IEEE ICPADS, Oct.27, 2023, (CCF C)

[3] Shouliang Song, Anming Dong*, Honglei Zhu, Shuai Wang, Jiguo Yu. Intelligent Network Intrusion Detection and Situational Awareness for Cyber-Physical Systems in Smart Cities, Pacific Rim International Conferences on Artificial Intelligence (PRICAI), 2023. (CCF C)

[4] Zhilong Cao, Anming Dong, Jiguo Yu, Sufang Li, Xiang Tian, Li Zhang. InceptionNeXt Network with Relative Position Information for Microexpression Recognition. International Conference on Wireless Artificial Intelligent Computing Systems and Applications (WASA), 2024: 176-185

[5] Zhanjie Jin, Anming Dong*, Jiguo Yu, Shuxiang Dong, You Zhou. Dual-Fisheye Image Stitching via Unsupervised Deep Learning. MMM,2024: 284-298. (CCF C)

[6] Qingyu Xu, Jiguo Yu, Anming Dong, Zihao Shang. An Algorithm for Detecting Surface Defects in Industrial Strip Steel based on Receptive Field and Feature Information Supplementation. CSCWD 2024: 3078-3085. (CCF C)

[7] Qingyu Xu, Jiguo Yu, Anming Dong. Improvement of Low-Contrast Objective Detecting Capability for YOLOv5 Based on Receptive Field Enhancement and Redundant Feature Reuse. International Joint Conference on Neural Networks (IJCNN), 2024: 1-9. (CCF C)

[7] Teng Zhang, Anming Dong*, Chuanting Zhang, Jiguo Yu, Jing Qiu, Sufang Li, Li Zhang and You Zhou. Hybrid Beamforming for MISO Systems  via Unsupervised Convolutional Neural Networks. The  International Conference on Wireless Algorithms, Systems, and Applications (WASA 2022), (CCF C)

[8] Dehui Zhang, Anming Dong*, Jiguo Yu, Yi Cao, Chuanting Zhang, You Zhou. Speech Enhancement Generative Adversarial Network Architecture with Gated Linear Units and Dual-Path Transformers. International Conference on Systems, Man, and Cybernetics (SMC), October 9-12, 2022 (CCF C)

[9] Yubing Han, Zongyin Liu, Jiguo Yu, Anming Dong*. Scene Classification through Knowledge Distillation Enabled Parameter-free Attention Model for Remote Sensing Images, the 18th International Conference on Mobility, Sensing and Networking (MSN), December 14-16, 2022 · Guangzhou, China (CCF C)

[10] Yang Liu, Sufang Li*, Jiguo Yu, Anming Dong, Li Zhang, Chuanting Zhang, Yi Cao. WiFi Sensing for Drastic Activity Recognition with CNN-BiLSTM Architecture，International Conference on Systems, Man, and Cybernetics (SMC) , October 9-12, 2022.( CCF C)

[11] Hang Li, Sufang Li*, Jiguo Yu, Yubing Han, and Anming Dong. 2022. AIoT Platform Design Based on Front and Rear End Separation Architecture for Smart Agricultural. Asia Pacific Information Technology Conference (APIT 2022). Association for Computing Machinery, New York, NY, USA, pp.208–214,2022.

[12] Yao Huang, Anming Dong*, Jiguo Yu, Jing Qiu, Tong Zhang and You Zhou. Max-Min Fairness Energy Efficiency Optimization for Cognitive Networks Based on Unsupervised Deep Learning. International Conference on Computer Application and Information Security (ICCAIS 2021). SPIE, 2022, 12260: 179-185.

[13] Hang Li, Sufang Li*, Jiguo Yu, Yubing Han, and Anming Dong. "Plant disease and insect pest identification based on vision transformer." In International Conference on Internet of Things and Machine Learning (IoTML 2021), vol. 12174, pp. 194-201. SPIE, 2022.

[14] Anming Dong*, Wenqi Cui, Jiguo Yu, Sufang Li, Yao Huang, Tong Zhang and You Zhou. A Deep Learning Based Intelligent Transceiver Structure for Multiuser MIMO. International Conference on Wireless Algorithms, Systems, and Applications (WASA), June.25-27, Nanjing, China, 2021. (CCF C)

[15] Feng Liang, Anming Dong*, Jiguo Yu and You Zhou. Deep Learning-based Power Control for Uplink Cognitive Radio Networks. International Conference on Wireless Algorithms, Systems, and Applications (WASA), June.25-27, Nanjing, China, 2021. (CCF C)

[16] Ruina Mao, Anming Dong* and Jiguo Yu. Beamforming for MISO Cognitive Radio Networks Based on Successive Convex Approximation. Proceedings of 15th International Conference on Wireless Algorithms, Systems, and Applications (WASA), Sept.13-15, Qingdao, China, 2020. (CCF C)

[17] JingJing Zhang, Anming Dong and Jiguo Yu*. Intelligent Dynamic Spectrum Access for Uplink Underlay Cognitive Radio Networks Based on Q-Learning. Proceedings of 15th International Conference on Wireless Algorithms, Systems, and Applications (WASA), Sept.13-15, Qingdao, China, 2020. (CCF C)

[18] Anming Dong, Haixia Zhang, Dalei Wu, and Dongfeng Yuan, "QoS-Constrained Transceiver Design and Power Splitting for Downlink Multiuser MIMO SWIPT Systems," in Proc. IEEE International Conference on Communications (ICC), 23–27 May 2016, Kuala Lumpur, Malaysia, pp. 1-6.

[19] Anming Dong, Haixia Zhang, Dalei Wu, and Dongfeng Yuan, "Logarithmic Expectation of the Sum of Exponential Random Variables for Wireless Communication Performance Evaluation," in Proc. IEEE 82th Vehicular Technology Conference (VTC Fall), 6–9 Sept. 2015, Boston, USA, pp. 1-5.

[20] Anming Dong, Haixia Zhang, Dongfeng Yuan, "Achievable Rate Improvement Through Channel Prediction for Interference Alignment," in Proc. 19th Asia-Pacific Conference on Communications (APCC), 29-31 Aug. 2013, Bali, Indonesia, pp.293-298. (EI: 20142517847381)

4、专利

[1] 董安明，宋守良，禹继国，高斌，韩玉冰，李素芳，张丽，sEMG信号分类方法、系统、电子设备及存储介质，ZL202311000797.0，2024-03-21，发明专利。

[2] 董安明，梁风，禹继国，邱静，张彤，黄耀，李素芳，韩玉冰，崔文琪，CRNs中服务质量约束功率的控制方法、装置及介质，ZL202111090793.7，2024-02-04，发明专利。

[3] 董安明，李素芳，于法鹏，舒明雷，一种用于压电传感器的低噪声电荷放大器及其实现方法，ZL201811063312.1，2024-01-26，发明专利。

[4] 董安明，邱静，禹继国，韩玉冰，李素芳，梁风，基于逐次逼近的智能表面MISO系统联合波束成形方法，ZL202011633274.6，2022-05-24，发明专利。

[5] 董安明，崔文琪，禹继国，李素芳，梁风，邱静，黄耀，张彤，基于深度学习和无线变换网络的MIMO端到端传输系统，ZL202011420405.2，2022-03-01，发明专利。

[6] 董安明，刘宗银，禹继国，韩玉冰，张丽，李素芳，张滕，刘洋，张德辉，邱静，一种基于多头自注意力卷积神经网络的遥感场景分类方法，ZL202210381142.1，2021-04-13，发明专利。

[7] 董安明，刘宗银，禹继国，张丽，韩玉冰，张德辉，刘洋，张滕，李素芳，邱静，一种基于视觉变换网络的音乐流派分类方法及系统，ZL202210381486.2，2021-04-13，发明专利。

[8] 董安明，张德辉，禹继国，韩玉冰，李素芳，张丽，邱静，刘洋，张滕，刘宗银，一种基于时间建模生成对抗网络的语音增强系统，ZL202210387623.3，2021-04-14

[9] 董安明，李素芳，于法鹏，舒明雷，一种用于压电传感器的低噪声电荷放大器，ZL201821490287.0，2019-03-26，实用新型。

[10] 董安明，于法鹏，禹继国，李素芳，韩玉冰. 压电传感器低噪声电荷放大器， 3236598，2022-02-21，国际专利，日本实用新型。