1.论文与著作 [1]Zhou Qiuzhan, Li Yinggang, Wang Cong, Wang Jingsong. A Deep Reinforcement Learning Framework for Optimized Dummy Pad Placement in PCB Electroplating[J].Expert Systems with Applications,2025,128639.[SCI一区TOP] [2]Chi Guo,Cong Wang,Qiuzhan Zhou,et al. A Bi-level Scheme for Mixed-Motive and Energy-Efficient Task Offloading in Vehicular Edge Computing Systems[J]. IEEE Transactions on Network and Service Management,2025,: 1.[SCI二区] [3]Jing Rong,Cong Wang,Qiuzhan Zhou,et al. Enhancing non-intrusive load monitoring through transfer learning with transformer models[J]. Energy and Buildings,2025,330: 115334.[SCI二区TOP] [4]Pingping Liu,Qiuzhan Zhou,et al. MCDGMatch: Multilevel Consistency Based on Data-Augmented Generalization for Remote Sensing Image Classification[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,2025,18: 12470-12484.[SCI二区] [5]Zhou Qiuzhan, Hu Jikang, Wu Huinan, Wang Cong, Liu Pingping, Yao Xinyi. Ground-Target Recognition Method Based on Transfer Learning[J]. SENSORS, 2025,25(2):576.[SCI三区] [6]Lu, Xinghao,Qiuzhan Zhou, et al. Game-Theoretic Lane Change Decision-Making Method Considering Traffic Trend[J]. IEEE Transactions on Industrial Electronics,2024,71(11): 1-10.[SCI一区TOP] [7]Pingping Liu,Qiuzhan Zhou, et al. Deep metric learning assisted by intra-variance in a semi-supervised view of learning[J]. Engineering Applications of Artificial Intelligence,2024,131: 107885.[SCI一区TOP] [8]Chi Guo,Cong Wang,Qiuzhan Zhou,et al. Radio Resource Management for C-V2X: From a Hybrid Centralized-Distributed Scheme to a Distributed Scheme[J]. IEEE Journal on Selected Areas in Communications,2023,41(4): 1023-1034.[SCI一区TOP] [9]Pingping Liu,Qiuzhan Zhou,et al. An Intra-Class Ranking Metric for Remote Sensing Image Retrieval[J]. Remote Sensing,2023,15(3943): 3943.[SCI二区] [10] Zhou Qiuzhan; Guo Chi; Wang Cong; Cui Lin. Radio Resource Management for C-V2X Using Graph Matching and Actor-Critic Learning[J]. IEEE WIRELESS COMMUNICATIONS LETTERS, 2022.11(12):2645-2649.[SCI三区] [11] Zhou Qiuzhan, Yao Xiny, Wang Cong,Hu Jikang, Liu Pingping, Lin Jun.Adaptive Moving Ground-Target Detection Method Based on Seismic Signal [J]. IEEE Geoscience and Remote Sensing Letters,2022,19: 1-5.[SCI三区] [12] Zhou Qiuzhan, He Qi, Chen Yuzhu,et al. Inlet Effect Caused by Multichannel Structure for Molecular Electronic Transducer Based on a Turbulent-Laminar Flow Model.[J]. Sensors (Basel, Switzerland),2020,20(7): 2154.[SCI三区] [13] 周求湛, 刘萍萍, 钱志鸿. 虚拟仪器系统设计及应用[M]. 北京航空航天大学出版社. [14] 周求湛，胡封晔，张利平. 弱信号检测与估计[M]. 北京航空航天大学出版社. 2.专利与软件著作 [1]基于混合联邦学习和交叉Transformer的非侵入式负荷监测方法 2025.06.10 [2]基于Transformer模型和迁移学习的非侵入式负荷监测方法和设备 2024.10.22 [3]一种基于联邦学习的车联网时延敏感型应用卸载方法 2025.04.25 [4]一种基于北斗的振动感知无人岛礁监测系统 2024.09.24 [5]一种基于强化学习的车载计算密集型应用的V2I卸载方法 2023.11.03 [6]一种基于图论和强化学习的车联网通信资源分配方法 2023.10.17 [7]一种预测发动机转速的汽车主动降噪方法 2023.03.24 [8]基于多传感器数据融合的人体行为预测方法 2023.03.24 [9]一种结合时间阈值的非侵入式负荷事件检测方法 2022.02.01 [10]一种电力负荷波形的仿真方法 2022.04.08 [11]一种周界入侵检测识别方法 2022.04.12 [12]一种基于微振感知的重点区域陆空一体警戒系统 2021.11.02 [13]电子感应式加速度计调理电路 2021.01.01 [14]一种船舶发动机监控系统 2020.10.16 [15]周求湛; 王岑; 冷羽; 葛鑫 2018.11.06 [16]分子-电子感应式加速度计的安装倾角补偿方法 2017.09.05 [17]航空光谱相机动态目标发生系统 2017.04.12 [18]一种基于电路等效模型的感应式加速度传感器仿真方法 2017.09.26 [19]一种单晶硅太阳能电池可靠性筛选方法 2016.08.31 [20]下肢体训练辅助及定位系统 2016.05.04 [21]基于无线协议的多胎胎心胎动监测仪 2016.08.31 [22]高精度全自动农药喷洒机 2015.08.19 [23]通过动作判断的室内定位系统 2015.09.16 [24]基于单点感知的家庭用水智能监测方法及其设备 2014.03.19 [25]基于单点感知的家庭用电智能监测方法及其设备 2014.09.03 [26]球形飞行器 2014.04.30 3.获奖 [1] 基于微震信号检测与智能识别的周界安防预警系统，发明创业奖创新奖，获奖日期：2024.07 [2] 物联网微弱信号提取、传输与互联技术，中国电子协会科学技术奖科技进步奖二等奖，获奖日期：2023.02 [3] 物联网感知层弱信号检测技术及应用， 吉林省科学技术奖一等奖， 获奖时间：2019.10.22
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