教师名录
近五年主要科研成果:
一、学术论文:
在信号检测与目标定位(含低空无人机探测)、6G通信与感知一体化等领域取得了一系列国际领先的研究成果,发表SCI/EI检索论文100余篇。指导两名硕士生获评2020年和2021年浙江省优秀硕士学位论文。10篇代表性论文:
[1] Zhengdao Yuan, Yabo Guo, Dawei Gao, Qinghua Guo, Zhongyong Wang, Chongwen Huang, Ming Jin, and Kai-Kit Wong, "Neural Network-Assisted Hybrid Model Based Message Passing for Parametric Holographic MIMO Near Field Channel Estimation," in IEEE Transactions on Wireless Communications, doi: 10.1109/TWC.2025.3552492.
[2] Tao Jiang, Ming Jin, Qinghua Guo, Yinhong Liu, Yaming Li and Junteng Yao, "Full-Duplex ISAC-Enabled D2D Underlaid Cellular Networks: Joint Transceiver Beamforming and Power Allocation," IEEE Transactions on Cognitive Communications and Networking, doi: 10.1109/TCCN.2025.3552627.
[3] Junteng Yao, Jianchao Zheng, Tuo Wu, Ming Jin, Chau Yuen, Kai-Kit Wong, and Fumiyuki Adachi, "Exploring Fairness for FAS-assisted Communication Systems: from NOMA to OMA," IEEE Transactions on Wireless Communications, doi: 10.1109/TWC.2025.3531056.
[4] Tao Jiang, Ming Jin, Qinghua Guo and Junteng Yao, "Graph Learning-Based Cooperative Spectrum Sensing With Corrupted RSSs in Spectrum-Heterogeneous Cognitive Radio Networks," IEEE Transactions on Wireless Communications, vol. 23, no. 10, pp. 15447-15461, Oct. 2024.
[5] He Xu, Ming Jin, Qinghua Guo, Tao Jiang and Ye Tian, “Direction of Arrival Estimation With Gain-Phase Uncertainties in Unknown Nonuniform Noise,” IEEE Transactions on Aerospace and Electronic Systems, vol. 59, no. 6, pp. 9686-9696, Dec. 2023.
[6] Ming He, Ming Jin, Qinghua Guo, M. López-Benítez and Wei Zhang, “On the Performance of Channel Occupancy Rate Estimation With Iterative Threshold Setting in Cognitive Radios,” IEEE Transactions on Cognitive Communications and Networking, vol. 8, no. 4, pp. 1716-1729, Dec. 2022.
[7] Man Luo, Qinghua Guo, Ming Jin, Yonina C. Eldar, Defeng Huang and Xiangming Meng, “Unitary Approximate Message Passing for Sparse Bayesian Learning,” IEEE Transactions on Signal Processing, vol. 69, pp. 6023-6039, Nov. 2021.
[8] Jingwen Tong, Ming Jin, Qinghua Guo and Youming Li, “Cooperative Spectrum Sensing: A Blind and Soft Fusion Detector,” IEEE Transactions on Wireless Communications, vol. 17, no. 4, pp. 2726-2737, Apr. 2018.
[9] Ming Jin, Qinghua Guo, Jiangtao Xi, Youming Li and Yonghui Li, “On Spectrum Sensing of OFDM Signals at Low SNR: New Detectors and Asymptotic Performance,” IEEE Transactions on Signal Processing, vol. 65, no. 12, pp. 3218-3233, Jun. 2017.
[10] Ming Jin, Youming Li and Heung-Gyoon Ryu, “On the Performance of Covariance Based Spectrum Sensing for Cognitive Radio,” IEEE Transactions on Signal Processing, vol. 60, no. 7, pp. 3670-3682, Jul. 2012.
二、项目课题:
[1] 国家自然科学基金/面上项目,面向同频异构网络的协作频谱感知和定位方法研究,62471265,2025.1-2028.12,主持
[2] 浙江省自然科学基金/重点项目,基于机载双极化气象雷达的降水粒子识别方法研究,Z25F010004,2025.1-2027.12,主持
[3] 国家自然科学基金/面上项目,非协作多认知用户环境下的稳健频谱感知与交叉信道增益估计问题研究,61871246,2019.1-2022.12,主持
[4] 浙江省自然科学基金/杰出青年科学基金,认知无线电中的广域频谱态势建模与频谱感知关键技术研究,LR21F010001,2021.1-2023.12,主持
[5] 国家自然科学基金/青年基金,OFDMA系统中的频谱感知方法研究,61301152,2014.1-2016.12,主持
[6] 浙江省自然科学基金/探索项目,面向5G移动通信的稳健空时频谱感知方法研究,LY18F010008,2018.1-2020.12,主持
[7] 宁波市自然科学基金/重点项目,基于机器学习的稳健频谱感知及广域数据融合检测方法研究(202003N4013),2020.12-2023.11,主持
[8] 宁波市“科创甬江2035”项目,基于纯视觉及V2X技术赋能车场路协同的智能交通数字孪生关键技术研究,2024Z286,2024.2-2027.1,课题负责人
三、获奖情况:
[1] 王刚,金明,刘娟,屈龙,李有明.面向个性化用户服务的移动网络关键理论与方法,浙江省自然科学二等奖. 2021年
[2] 金明,刘娟,屈龙,李有明.面向5G业务的快速频谱感知及网络资源优化关键技术,宁波市科学技术进步二等奖.2021年
[3] 杨新杰,金明,陈波,Li-Ke Huang.无线通信电磁信号感知分析技术与应用,浙江省科技进步三等奖.2023年
[4] 王刚,金明,刘娟,屈龙.机会式接入网中的定位理论及方法,宁波市科学技术进步三等奖.2022年
[5] 胡皇印,吕兴荣,谢志军,金明,袁燕舞,叶海云,钱小冬.节能型力矩自适应重力耦合摆轮分拣机.2024年度中国物流与采购联合会科学技术奖,三等奖,2024
四、专利:
[1] 林铠澄(研究生)、金明、施乃文. 基于平行动作网络结构PPO的DSA能耗优化方法,申请号:2024103323893 申请日:2024-3-22;
[2] 裘科燕(研究生)、金明. 基于消息传递算法的AOA与RSS联合定位方法,申请号:202410330741X 申请日:2024-3-22;
[3] 陈超娣(研究生)、金明.ISAC-MEC协同安全卸载与延迟优化方法,申请号:202411118243.5,申请日:2024-8-15;
[4] 张惠芳(研究生)、金明. 基于惩罚项的组播单播通信感知一体化安全波束形成方法,申请号:202411118241.6,申请日:2024-8-15;
[5] 袁天禧(研究生)、金明.随机到达下基于Beta先验粘性HMM的频谱感知方法, 申请号:202310120353.4. ,申请日:2023-02-16;
[6] 周恒(研究生)、金明.一种基于最大似然的NOMA信号频谱感知方法,申请号:202310239949.6, 申请日:2023-03-07;
[7] 刘雨函(研究生),寿塑瑶,金明.基于无人机高度和高度差信息的加权频谱感知方法和装置,申请号:2023114836164,申请日:2023-11-09;
[8] 寿塑瑶(本科生),刘雨函,金明.基于无人机仰角和距离信息的空域加权频谱感知方法,申请号:202311483615.X,申请日:2023-11-09。