物联网与边缘计算

Publisher：大数据研究院Release Time：2021-12-26Number of Views：28

研究内容：

从事智能物联网基础理论和核心技术研究，通过动态组网、无损多跳、有线无线一体化等无线通信与组网关键技术攻关，构建基于人工智能的物联网，实现生产数据智能感知与分析，网络资源智能管理与安全态势智能研判，提升工业生产安全保障与协同应急处理的能力。研究面向边缘智能的深度学习模型训练和推理优化技术，克服边缘智能在计算、存储、能耗等资源受限条件下的算力保障问题。通过边云协同、模型分割、模型压缩、减少冗余数据传输以及设计轻量级加速体系结构等具体的技术手段，减少边缘智能在计算、存储需求方面对边缘设备的依赖、提高边缘网络资源的利用效率、提升智能计算效率。

论文：
[1] Kan Yu, Jiguo Yu, Xiuzhen Cheng, Dongxiao Yu, and 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, 2021, doi: 10.1109/TNET.2021.3093306. （中科院2区，IF：3.56，JCR 1区，CCF A） [2] Biwei Yan, Anming Dong, Baobao Chai, Yubing Han, Guanglin Zhou and Fangxin Zhao, 'Blockchain-Assisted Collaborative Service Recommendation Scheme With Data Sharing,' in IEEE Access, vol. 9, pp. 40871-40883, 2021, doi: 10.1109/ACCESS.2021.3065001. （SCI） [3] Kan Yu, Biwei Yan, Jiguo Yu, Honglong Chen, and Anming Dong, 'Methods of improving Secrecy Transmission Capacity in wireless random networks,' Ad Hoc Networks, vol. 117, p. 102492, 2021. （SCI，中科院3区，IF：4.111） [4] 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. Proceedings of 16th International Conference on Wireless Algorithms, Systems, and Applications (WASA), June.25-27, Nanjing, China, 2021. (CCF C、EI) [5] Feng Liang, Anming Dong, Jiguo Yu and You Zhou. Deep Learning-based Power Control for Uplink Cognitive Radio Networks. Proceedings of 16th International Conference on Wireless Algorithms, Systems, and Applications (WASA), June.25-27, Nanjing, China, 2021. (CCF C、EI) [6] 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. （SCI，中科院2区，IF：3.745） [7] 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、EI) [8] 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. (SCI, IF: 3.031, 中科院3区，JCR 2区) [9] 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. doi: 10.1109/ACCESS.2019.2902616. (SCI, IF: 4.098, 中科院2区，JCR 1区) [10]Han Y , Hou D , Wang Z , et al. Path Planning System for the Aerial Work Robot with Self-Propelled. International Conference on Mechanical. IEEE Computer Society, 2018. [11]Hou D , Han Y , Ma J , et al. Research and Application of Information Security Technology in New Energy Vehicle Based on Mobile Internet. Iop Conference, 2018, 394. [12]Yubing Han, Dongdong Hou, Dairong Hu and Kun Gou.Path Planning System for the Aerial Work Robot with Self-propelled [C]. The 2018 International Conference on Mechatronics, Materials, Chemistry and Computer Engineering. [13]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.（SCI，IF：1.821，中科院3区，JCR 2区） [14]Haixia Zhang, Anming Dong, Shi Jin, and Dongfeng Yuan, 'Joint Transceiver and Power Splitting Optimization for Multiuser MIMO SWIPT under MSE QoS Constraints [J],' IEEE Transactions on Vehicular Technology，vol. 66, no. 8, pp. 7123-7135, Aug. 2017. （中科院2区，IF：4.066， JCR 1区）ISSN: 0018-9545, WOS:000407686300042 [15]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.（优先在线出版，SCI，IF：0.951，中科院4区，JCR4区） [16]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. （SCI，IF：4.066，中科院2区，JCR 1区） [17]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: 20162302477951) ISSN: 17962021 [18]Yubing Han, Jinyou Hu, Xiaoshuan Zhang, Xinqing Xiao and Jingjie Wang.Research and design of the image monitoring node for fish pond based on ZigBee [J]. Journal of Computational Methods in Sciences and Engineering, 2016(16):403-414，SCI检索。 [19]Yubing Han, shiyou mu, shouyin lu，zhenli wang, jian li, jianxiang li, jinlong zhao. The Remote control terminal for electric maintenance robot in Substation[C]. 2016 4th International Conference on Applied Robotics for the Power Industry. [20]Yubing Han, Dongdong Hou, Yuanyang Liu, Jie Dong ,Dairong Hu. The Design of SO2 Sensor Node for Monitoring Table Grape Logistics [C]. 2012 International Conference on Mechatronics and Control Engineering, 2013(278-280): 936-941.
专利：
[1] 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，专利申请号：202011633274.6，申报日期：2020.12.31，中国，发明专利。（已公开） [2] 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，专利申请号：202011420405.2，申报日期：2020.12.08，中国，发明专利。（已公开） [3] 一种单天线综合车身控制系统及无线通讯方式，中国，发明专利，201911192362.4，2019.11.28，实审阶段。 [4] 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，专利类型：实用新型，申请日期：2018.09，授权公告日：2019.03.26, 专利号：ZL201821490287.0，.（实用新型）授权公告号：CN208656723U。已授权。 [5] 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，专利申请号：201811063312.1，公开号：CN 108768310 A，2018.09. （发明专利） [6] 董安明, 于法鹏, 禹继国, 韩玉冰. 压电传感器低噪声电荷放大器, 专利申请号：52102807240，日本，实用新型。（已受理） [7] 车辆右转弯提示音装置，T/SDAS 48-2018，团体标准，2018.12.29，已获批。 [8] 一种车辆右转弯智能防撞装置，中国，实用新型专利，201721245495.X，2018.11.02，已授权。 [9] 一种车辆右转弯智能防撞装置，中国，发明专利，201811298743.6，2018.11.02，实审阶段。 [10] 一种车用转向提示音操控系统，中国，实用新型专利，201721924117.4，2018.07.27，已授权。 [11] 基于物联网的观赏鱼养殖水质监测方法，中国，发明专利，申请号：201810725747.1，实审阶段。 [12] 一种改善和增进观赏鱼类体征品质的调控方法，中国，发明专利，201510671675.3，2016.01.06，已授权。 [13] 一种电动汽车智能充电接入系统，中国，发明专利，201410249300.3，2014.09.22，已授权。 [14] 一种用于水产品保活运输的监测系统，中国，实用新型专利，201420788647.0，2014.09.11，已授权。 [15] TPMS发射器在线自动批量烧录和测试装置及测试方法，中国，发明专利，201310294397.5，2013.05.17，已授权。 [16] TPMS发射器防止数据碰撞的标定装置及标定方法，中国，发明专利，201310293766.9，2013.05.14，已授权。 [17] TPMS发射器在线自动批量烧录和测试装置，中国，实用新型专利，201320415950.1，2013.02.06，已授权。

论文：

[1] Kan Yu, Jiguo Yu*, Xiuzhen Cheng, Dongxiao Yu, and 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, 2021, doi: 10.1109/TNET.2021.3093306. （中科院2区，IF：3.56，JCR 1区，CCF A）

[2] Biwei Yan, Anming Dong, Baobao Chai, Yubing Han, Guanglin Zhou and Fangxin Zhao, 'Blockchain-Assisted Collaborative Service Recommendation Scheme With Data Sharing,' in IEEE Access, vol. 9, pp. 40871-40883, 2021, doi: 10.1109/ACCESS.2021.3065001. （SCI）

[3] Kan Yu, Biwei Yan*, Jiguo Yu, Honglong Chen, and Anming Dong, 'Methods of improving Secrecy Transmission Capacity in wireless random networks,' Ad Hoc Networks, vol. 117, p. 102492, 2021. （SCI，中科院3区，IF：4.111）

[4] 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. Proceedings of 16th International Conference on Wireless Algorithms, Systems, and Applications (WASA), June.25-27, Nanjing, China, 2021. (CCF C、EI)

[5] Feng Liang, Anming Dong*, Jiguo Yu and You Zhou. Deep Learning-based Power Control for Uplink Cognitive Radio Networks. Proceedings of 16th International Conference on Wireless Algorithms, Systems, and Applications (WASA), June.25-27, Nanjing, China, 2021. (CCF C、EI)

[6] 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. （SCI，中科院2区，IF：3.745）

[7] 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、EI)

[8] 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. (SCI, IF: 3.031, 中科院3区，JCR 2区)

[9] 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. doi: 10.1109/ACCESS.2019.2902616. (SCI, IF: 4.098, 中科院2区，JCR 1区)

[10]Han Y , Hou D , Wang Z , et al. Path Planning System for the Aerial Work Robot with Self-Propelled. International Conference on Mechanical. IEEE Computer Society, 2018.

[11]Hou D , Han Y , Ma J , et al. Research and Application of Information Security Technology in New Energy Vehicle Based on Mobile Internet. Iop Conference, 2018, 394.

[12]Yubing Han, Dongdong Hou, Dairong Hu and Kun Gou.Path Planning System for the Aerial Work Robot with Self-propelled [C]. The 2018 International Conference on Mechatronics, Materials, Chemistry and Computer Engineering.

[13]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.（SCI，IF：1.821，中科院3区，JCR 2区）

[14]Haixia Zhang*, Anming Dong, Shi Jin, and Dongfeng Yuan, 'Joint Transceiver and Power Splitting Optimization for Multiuser MIMO SWIPT under MSE QoS Constraints [J],' IEEE Transactions on Vehicular Technology，vol. 66, no. 8, pp. 7123-7135, Aug. 2017. （中科院2区，IF：4.066， JCR 1区）ISSN: 0018-9545, WOS:000407686300042

[15]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.（优先在线出版，SCI，IF：0.951，中科院4区，JCR4区）

[16]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. （SCI，IF：4.066，中科院2区，JCR 1区）

[17]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: 20162302477951) ISSN: 17962021

[18]Yubing Han, Jinyou Hu, Xiaoshuan Zhang, Xinqing Xiao and Jingjie Wang.Research and design of the image monitoring node for fish pond based on ZigBee [J]. Journal of Computational Methods in Sciences and Engineering, 2016(16):403-414，SCI检索。

[19]Yubing Han, shiyou mu, shouyin lu，zhenli wang, jian li, jianxiang li, jinlong zhao. The Remote control terminal for electric maintenance robot in Substation[C]. 2016 4th International Conference on Applied Robotics for the Power Industry.

[20]Yubing Han, Dongdong Hou, Yuanyang Liu, Jie Dong ,Dairong Hu. The Design of SO2 Sensor Node for Monitoring Table Grape Logistics [C]. 2012 International Conference on Mechatronics and Control Engineering, 2013(278-280): 936-941.

专利：

[1] 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，专利申请号：202011633274.6，申报日期：2020.12.31，中国，发明专利。（已公开）

[2] 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，专利申请号：202011420405.2，申报日期：2020.12.08，中国，发明专利。（已公开）

[3] 一种单天线综合车身控制系统及无线通讯方式，中国，发明专利，201911192362.4，2019.11.28，实审阶段。

[4] 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，专利类型：实用新型，申请日期：2018.09，授权公告日：2019.03.26, 专利号：ZL201821490287.0，.（实用新型）授权公告号：CN208656723U。已授权。

[5] 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，专利申请号：201811063312.1，公开号：CN 108768310 A，2018.09. （发明专利）

[6] 董安明, 于法鹏, 禹继国, 韩玉冰. 压电传感器低噪声电荷放大器, 专利申请号：52102807240，日本，实用新型。（已受理）

[7] 车辆右转弯提示音装置，T/SDAS 48-2018，团体标准，2018.12.29，已获批。

[8] 一种车辆右转弯智能防撞装置，中国，实用新型专利，201721245495.X，2018.11.02，已授权。

[9] 一种车辆右转弯智能防撞装置，中国，发明专利，201811298743.6，2018.11.02，实审阶段。

[10] 一种车用转向提示音操控系统，中国，实用新型专利，201721924117.4，2018.07.27，已授权。

[11] 基于物联网的观赏鱼养殖水质监测方法，中国，发明专利，申请号：201810725747.1，实审阶段。

[12] 一种改善和增进观赏鱼类体征品质的调控方法，中国，发明专利，201510671675.3，2016.01.06，已授权。

[13] 一种电动汽车智能充电接入系统，中国，发明专利，201410249300.3，2014.09.22，已授权。

[14] 一种用于水产品保活运输的监测系统，中国，实用新型专利，201420788647.0，2014.09.11，已授权。

[15] TPMS发射器在线自动批量烧录和测试装置及测试方法，中国，发明专利，201310294397.5，2013.05.17，已授权。

[16] TPMS发射器防止数据碰撞的标定装置及标定方法，中国，发明专利，201310293766.9，2013.05.14，已授权。

[17] TPMS发射器在线自动批量烧录和测试装置，中国，实用新型专利，201320415950.1，2013.02.06，已授权。

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物联网与边缘计算