百晓学者学者目录

周德云

西北工业大学

个人简介

周德云，男，1964年12月生，汉族，浙江义乌人，工学博士，西北工业大学电子信息学院、微电子学院院长，‘智能空天电子系统技术’工业和信息化部重点实验室主任，中国电子学会智能无人系统分会副主任委员兼秘书长，中国航空学会航空武器系统分会主任委员。

精选作品

期刊论文

  1. Yihang Ma, Deyun Zhou, Yuting He, Kaiqiang Chen, Wei Cao, Jiaohao Zhang (2026). An optimized method for remote sensing image classification distillation. IEEE Geoscience and Remote Sensing Letters.DOI
  2. Xin-Chun Ji, Zheng He, Shu-Hang Gu, Dong-Yan Wei, Deyun Zhou (2026). Online Targetless Camera–Lidar Extrinsic Calibration Using Object-Oriented Semantic Feature. IEEE Sensors Journal.DOI
  3. Zhen Yang, Xincong Li, Xingyu Wang, Yi-Cong Li, Bao Zhang, Kai-Bo Yu, Deyun Zhou (2026). A Robustness Optimization Method for UAV Swarm Communication Network Topology Based on Flocking Behavior. IEEE Internet of Things Journal.DOI
  4. Xin-Chun Ji, Zheng He, Liu Yang, Ruiqi Zeng, Fanchen Meng, Dong-Yan Wei, Deyun Zhou (2026). LSF-CSLAM: lightweight point cloud and visual semantic fusion multi-agent collaborative SLAM. Measurement science and technology.DOI
  5. Chunxiao Yang, Yang Liu, Xueyan Sun, Qingcen Han, Deyun Zhou (2026). Secure color image encryption using a fractional-order chaotic PRNG and DNA-level operations. Scientific Reports.DOI
  6. Bao Zhang, Zhen Yang (107412), Zehao Wei, Yuhe Zhang, Sheng Yuwen, Deyun Zhou (2026). Efficient and robust guidance for active aircraft defense: A hybrid-screened associated globalized dual heuristic programming approach. Aerospace Science and Technology.DOI
  7. Xingyu Wang, Ying Zhou, Pei Yan, Yupeng He, Weiyu Huo, Deyun Zhou (2026). Research on Generalization Failure in Deep Reinforcement Learning for Air Combat Maneuver Decision.DOI
  8. Yuhe Zhang, Zhen Yang, Bao Zhang, Xingyu Wang, Haiyin Piao, Deyun Zhou (2026). Air combat joint strategy learning based on a dual-loop framework and hindsight experience replay. Journal of Computational Design and Engineering.DOI
  9. Xingyu Wang, Zhen Yang, Shiyuan Chai, Yupeng He, Weiyu Huo, Deyun Zhou (2025). Integrated threat assessment method of beyond-visual-range air combat. Journal Of Systems Engineering And Electronics, Vol. 360, No. 10.DOI
  10. 杨振，李昕聪，张婉滢，王华山，庞小龙，周德云（2025）. 基于双重预判机制的无人机集群蜂拥控制避障方法. 《无人系统技术》.DOI
  11. 张婉滢，司马珂，张育禾，孟健，杨振，周德云（2025）. 基于近端策略优化的多弹协同围捕机动目标制导控制方法. 《空天防御》.
  12. Dingyuan Zheng, Yang Liu, Deyun Zhou, Ji-Min Xiao, Bingfeng Zhang, Lin Chen (2025). Adaptive sparse contrastive learning for unsupervised object re-identification. Pattern Recognition.DOI
  13. Weiyu Huo, Zhenjiang Lian, Yang Liu, Yeehom Fang, Deyun Zhou (2025). Research on Maneuver Decision Algorithm of Multi-UAV Based on Action Intention Reinforcement Learning. 《第44届中国控制会议论文集（5）》.DOI
  14. Weiren Kong, Xingyu Wang, Zheng Liu, Shaowei Li, Xin Yuan, Deyun Zhou (2025). Hierarchical Intent-Driven Air Combat Decision Making with Bidirectional Temporal Modeling. International Conference on Machine Learning and Natural Language Processing (MLNLP).DOI
  15. Yupeng He, Zhen Chao Yang, Deyun Zhou, Shizun Sun, Bin Zhang, Yuhe Zhang (2025). Cooperative Trajectory Planning and Formation Tracking Control for Risk-Averse Heterogeneous Aerial Vehicles. International Conference on Control, Automation and Systems (ICCAS).DOI
  16. Ruohan Yang, Yimeng Wang, Yinchao Chen, Zhichao Feng, Deyun Zhou (2025). Fault Diagnosis of UAV Formations Communication Links Based on Belief Rule Base. 《第44届中国控制会议论文集（9）》.DOI
  17. Xingyu Wang, Bao Zhang, Ying Zhou, Deyun Zhou (2025). Hybrid Attack Decision Making with the Introduction of Radar Operating Modes. 《第44届中国控制会议论文集（15）》.DOI
  18. Xingyu Wang, Zhen Chao Yang, Jichuan Huang, Baoquan Zhang, Yuhe Zhang, Deyun Zhou (2025). Collaborative strategy for hybrid actions of radar modes and maneuver decisions under observation errors. Engineering Applications of Artificial Intelligence.DOI
  19. Zhen Chao Yang, Xingchen Chu, Shiyuan Chai, Zhengwei Zhao, Deyun Zhou (2025). Bayesian Filtering Enhanced Causal-Attention-LSTM for Tracking Highly Maneuvering Aerial Targets. IEEE Transactions on Instrumentation and Measurement.DOI
  20. 杨振，李琳，柴仕元，黄吉传，朴海音，周德云（2024）. 面向多战术需求的无人机空战自主规避机动方法. 《航空学报》.
  21. Qin Yao, Yang Liu, Deyun Zhou, Lu Wei (2024). Real-Time Target Detection Method for UAV Embedded Platform. 2024 7th International Conference on Pattern Recognition and Artificial Intelligence (PRAI).DOI
  22. Xiaoyang Li, Wang Teng, Dinghan Wang, Hairuo Zhang, Ying Zhou, Deyun Zhou (2024). Intelligent decision-making algorithm for airborne phased array radar search tasks based on a hierarchical strategy framework. Chinese Journal of Aeronautics.DOI
  23. Xiaoyang Li, Hairuo Zhang, Teng Wang, Hao-Nan Li, Ying Zhou, Deyun Zhou (2024). Three-Dimensional Cooperative Guidance with Multiple Constraints Based on Proximal Policy Optimization. Chinese Control and Decision Conference.DOI
  24. Xiuci Mo, Teng Wang, Weidong Hu, Hairuo Zhang, Xiaoyang Li, Deyun Zhou (2024). Search Parameter Optimization of Phased Array Radar with Multi-antenna Array Based on Proximal Policy Optimization. Chinese Control and Decision Conference.DOI
  25. Xingyu Wang, Zhen Yang, Xiaoyang Li, Shiyuan Chai, Yupeng He, Deyun Zhou (2024). Deep Reinforcement Learning-based Behaviour Generation Algorithm for Air Combat Escape Intention.DOI
  26. Yutong Chen, Zhen Chao Yang, Bao Zhang, Xingyu Wang, Yuhe Zhang, Deyun Zhou (2024). Intelligent Pursuit and Evasion Decision-Making in Active Defense Scenarios. International Conference on Robotics, Intelligent Control and Artificial Intelligence (RICAI).DOI
  27. Xingyu Wang, Zhen Chao Yang, Shiyuan Chai, Jichuan Huang, Yupeng He, Deyun Zhou (2024). Tactical intent-driven autonomous air combat behavior generation method. Complex & Intelligent Systems.DOI
  28. Xingyu Wang, Zhen Chao Yang, Haiyin Piao, Shiyuan Chai, Jichuan Huang, Deyun Zhou (2024). Intelligent recognition method of target tactical behavior intention in air combat based on deep learning. Engineering Applications of Artificial Intelligence.DOI
  29. Zhen Chao Yang, Zhanchi Yuan, Xingyu Wang, Jichuan Huang, Deyun Zhou (2024). Autonomous control of UAV trajectory based on RHC-Radau method in complex penetration combat environment. Aerospace Science and Technology.DOI
  30. Haiyin Piao, Yue Han, Hechang Chen, Xuanqi Peng, Songyuan Fan, Yang Sun, Chen Liang, Zhimin Liu, Zhixiao Sun, Deyun Zhou (2023). [Review] Complex relationship graph abstraction for autonomous air combat collaboration: A learning and expert knowledge hybrid approach. Expert Systems With Applications, Vol. 215.DOI
  31. Weinan Gao, Zhen Yang, Jichuan Huang, Shiyuan Chai, Deyun Zhou (2023). Design of Dynamic Tactical Control Range in Air Combat based on Three-Party Game. 《第35届中国控制与决策会议论文集（8）》.DOI
  32. Yihang Ma, Deyun Zhou, Yuting He, Liang-Jin Zhao, Peirui Cheng, Hao Li, Kaiqiang Chen (2023). Aircraft-LBDet: Multi-Task Aircraft Detection with Landmark and Bounding Box Detection. Remote Sensing.DOI
  33. Shiyuan Chai, Zhen Yang, Jichuan Huang, Xiaoyang Li, Yiyang Zhao, Deyun Zhou (2023). Cooperative UAV search strategy based on DMPC-AACO algorithm in restricted communication scenarios. Defence Technology.DOI
  34. Xiaofeng Lv, Deyun Zhou, Fuqiang Li (2023). Research on Optimization Technology for Sequential Diagnostic Strategy based on Improved Quasi-Depth First Search Algorithm. International Conference on Computing, Networks and Internet of Things (CNIOT).DOI
  35. Yuxuan Dong, Zhen Chao Yang, Shiyuan Chai, Yupeng He, Deyun Zhou (2023). Multi-Missile Cooperative Guidance Law Under Communication Delay and Topological Transformation in 3-D. International Conference on Control and Robotics (ICCR).DOI
  36. Xiaolong Pang, Yang Zhen, Shiyuan Chai, Xingyu Wang, Deyun Zhou (2023). Flocking Control Algorithm of Multiple Agents Based on Layered Pinning Control Theory. International Conference on Robotics and Automation Engineering (ICRAE).DOI
  37. Jiazhen Wang, Zhen Chao Yang, Shiyuan Chai, Weiyu Huo, Deyun Zhou (2023). Dual-UAVs Maneuvering Strategy Generation Algorithm Based on Cooperative Reward Mechanism and MATD3. International Conference on Control, Mechatronics and Automation (ICCMA).DOI
  38. Yuan Liu, Zhen Chao Yang, Weiyu Huo, Yupeng He, Deyun Zhou (2023). A Fixed-Time Convergence Adaptive Fast Sliding Mode Guidance Law with Angle Constraint. International Conference on Control, Mechatronics and Automation (ICCMA).DOI
  39. Yachao Jia, Zhen Chao Yang, Yupeng He, Xingyu Wang, Deyun Zhou (2023). Dynamic Effectiveness Evaluation Method for Beyond-Visual-Range Air-to-Air Missile After Launch. IEEE International Conference on Unmanned Systems (ICUS).DOI
  40. Dayong Tian, Yiqin Cao, Yiwen Wei, Deyun Zhou (2023). Narrowing the variance of variational cross-encoder for cross-modal hashing. Multimedia Systems.DOI
  41. Tengda Zheng, Zhen Chao Yang, Yupeng He, Shiyuan Chai, Deyun Zhou (2023). A multi-sensor schedule and radiation control method based on RWSO algorithms. International Symposium on Sensor Technology and Control (ISSTC).DOI
  42. Yuhe Zhang, Zhen Yang, Shiyuan Chai, Yupeng He, Xingyu Wang, Deyun Zhou (2023). Maneuver and Attack Strategy Generation Method for Autonomous Air Combat in Hybrid Action Space Based on Proximal Policy Optimization. 《第42届中国控制会议论文集（7）》.DOI
  43. Jian Meng, Zhen Yang, Shiyuan Chai, Yupeng He, Deyun Zhou (2023). Cooperative Guidance Law of Multi-missile Dynamic Roundup Based on Target Dubins Escape Domain. 《第42届中国控制会议论文集（7）》.DOI
  44. Yongchuan Tang, Yonghao Zhou, Ying Zhou, Shuang Ni, Yubo Huang, Deyun Zhou (2023). An improved conflict evidence management approach using base belief function for uncertain prior information modeling. 《第42届中国控制会议论文集（6）》.DOI
  45. Yongchuan Tang, Shiting Tan, Ying Long Zhou, Yubo Huang, Deyun Zhou (2023). BDWRPN: Belief divergence weighted risk priority number for failure modes ranking and its application. European Control Conference (ECC).DOI
  46. Yongchuan Tang, Xu Zhang, Ying Long Zhou, Yubo Huang, Deyun Zhou (2023). A new correlation belief function in Dempster-Shafer evidence theory and its application in classification. Scientific Reports.DOI
  47. Yongchuan Tang, Yonghao Zhou, Ying Long Zhou, Yubo Huang, Deyun Zhou (2023). Failure Mode and Effects Analysis on the Air System of an Aero Turbofan Engine Using the Gaussian Model and Evidence Theory. Entropy.DOI
  48. Yongjie Du, Ying Zhou, Ying Zhou, Yu Xie, Deyun Zhou, Jiao Shi, Yu Lei (2023). Unsupervised domain adaptation via progressive positioning of target-class prototypes. Knowledge-Based Systems.DOI
  49. Xiao Tang, Hongrui Zhang, Ruonan Zhang, Deyun Zhou, Yan Zhang, Zhu Han (2023). Robust Trajectory and Offloading for Energy-Efficient UAV Edge Computing in Industrial Internet of Things. IEEE Transactions on Industrial Informatics.DOI
  50. Yongchuan Tang, Shuaihong Wu, Ying Long Zhou, Yubo Huang, Deyun Zhou (2023). A New Reliability Coefficient Using Betting Commitment Evidence Distance in Dempster–Shafer Evidence Theory for Uncertain Information Fusion. Entropy.DOI
  51. Weiren Kong, Deyun Zhou, Ying Zhou, Yiyang Zhao (2023). Hierarchical reinforcement learning from competitive self-play for dual-aircraft formation air combat. Journal of Computational Design and Engineering.DOI
  52. Xiaofeng Lv, Deyun Zhou, Fuqiang Li (2023). Test optimization selection based on HGPSO Algorithm. International Conference on Control Engineering and Artificial Intelligence (CCEAI).DOI
  53. Ruohan Yang, Xiaowan Su, Shuangxi Zhang, Deyun Zhou, Zhichao Feng (2023). Simultaneous Fault Detection and Leader-Following Consensus for Multiagent Systems With Directed Graphs via Dynamic Event-Triggered Strategy. IEEE Transactions on Instrumentation and Measurement.DOI
  54. Xingyu Wang, Zhen Chao Yang, Xiaoyang Li, Haiyin Piao, Jichuan Huang, Deyun Zhou (2023). A Beyond Visual Range Air Combat Integrated Threat Assessment Method Based on Target Intention and Event. Lecture notes in electrical engineering.DOI
  55. 孔维仁，周德云，赵艺阳，杨婉莎（2022）. 基于深度强化学习与自学习的多无人机近距空战机动策略生成算法. 《控制理论与应用》.
  56. Yue Liu, Zhen Yang, Jichuan Huang, Guang Zhan, Xiaoyang Li, Deyun Zhou (2022). A Maneuver Control Method for Stealthy Engagement in Beyond-visual-range Air Combat Based on Sliding Mode Control. International Conference on Control, Automation and Systems.DOI
  57. Yiyang Zhao, Deyun Zhou, Zhen Yang, Xiaoyang Li, Jichuan Huang, Xiaofeng Lv (2022). Hybrid Gradient Vector Fields Based on Maneuver Space for Path-following Guidance. International Conference on Control, Automation and Systems.DOI
  58. Yongjie Du, Deyun Zhou, Yu Xie, Weiren Kong, Xiaoyang Li, Jiao Shi, Yu Lei (2022). Classifier Adaptation Based on Modified Label Propagation for Unsupervised Domain Adaptation. Wireless Communications and Mobile Computing.DOI
  59. Shiyuan Chai, Zhen Yang, Jichuan Huang, Xiaoyang Li, Yiyang Zhao, Deyun Zhou (2022). Study on Cooperative Air-to-Ground Surveillance Planning and Controlling for Unmanned Aerial Vehicles. International Conference on Control, Automation and Systems.DOI
  60. Weiren Kong, Deyun Zhou, Yongjie Du, Ying Zhou, Yiyang Zhao (2022). Hierarchical multi‐agent reinforcement learning for multi‐aircraft close‐range air combat. IET Control Theory and Applications.DOI
  61. Yicong Li, Zhen Chao Yang, Xiaofeng Lv, Jichuan Huang, Yiyang Zhao, Deyun Zhou (2022). Online Recognition Method for Target Maneuver in UAV Autonomous Air Combat. International Conference on Control, Automation and Systems (ICCAS).DOI
  62. Lin Li, Zhen Chao Yang, Zhixiao Sun, Guang Zhan, Haiyin Piao, Deyun Zhou (2022). Generation Method of Autonomous Evasive Maneuver Strategy in Air Combat. International Conference on Control, Automation and Systems (ICCAS).DOI
  63. Jian Meng, Zhen Chao Yang, Jichuan Huang, Haiyin Piao, Yiyang Zhao, Deyun Zhou (2022). Three-dimensional Multi-missile Cooperative Guidance Law with Time and Space Constraints. International Conference on Control, Automation and Systems (ICCAS).DOI
  64. Yiyang Zhao, Zhen Chao Yang, Weiren Kong, Haiyin Piao, Jichuan Huang, Xiaofeng Lv, Deyun Zhou (2022). Hybrid gradient vector fields for path-following guidance. Defence Technology.DOI
  65. Weiren Kong, Deyun Zhou, Yongjie Du, Ying Zhou, Yiyang Zhao (2022). Reinforcement Learning for Multiaircraft Autonomous Air Combat in Multisensor UCAV Platform. IEEE Sensors Journal.DOI
  66. Yongjie Du, Deyun Zhou, Yu Xie, Lei Yu, Jiao Shi (2022). Prototype-Guided Feature Learning for Unsupervised Domain Adaptation. Pattern Recognition.DOI
  67. Jingwei Kou, Tao Zhan, Deyun Zhou, Yu Henry Xie, Zhengshang Da, Maoguo Gong (2022). Visual attention-based siamese CNN with SoftmaxFocal loss for laser-induced damage change detection of optical elements. Neurocomputing.DOI
  68. Xingyu Wang, Zhen Chao Yang, Guang Zhan, Jichuan Huang, Shiyuan Chai, Deyun Zhou (2022). Tactical Intention Recognition Method of Air Combat Target Based on BiLSTM network. IEEE International Conference on Unmanned Systems (ICUS).DOI
  69. Weinan Gao, Zhen Chao Yang, Zhixiao Sun, Haiyin Piao, Yupeng He, Deyun Zhou (2022). Real-time Calculation of Tactical Control Range in Beyond Visual Range Air Combat. IEEE International Conference on Unmanned Systems (ICUS).DOI
  70. Xi Chen, Zhen Chao Yang, Jian Bao, Guang Zhan, Weiyu Huo, Deyun Zhou (2022). Fitting Release Region of Laser Guided Bomb based on Generative Adversarial Network. IEEE International Conference on Unmanned Systems (ICUS).DOI
  71. Guoyang Yu, Junli Liang, Wen Fan, Hing Cheung So, Deyun Zhou (2022). Autofocus algorithms with phase error correction for synthetic aperture radar imagery. Digital Signal Processing.DOI
  72. Ruohan Yang, Yue Li, Deyun Zhou, Zhichao Feng (2022). Cooperative tracking problem of unknown discrete-time MIMO multi-agent systems with switching topologies. Nonlinear Dynamics.DOI
  73. Haiyin Piao, Jin Yu, Mo Li, Xin She Yang, Zhimin Liu, Zhixiao Sun, Ming Liang Lu, Zhen Chao Yang, Deyun Zhou (2022). Learning Smooth Motion Planning for Intelligent Aerial Transportation Vehicles by Stable Auxiliary Gradient. IEEE Transactions on Intelligent Transportation Systems.DOI
  74. Ruohan Yang, Deyun Zhou (2022). Distributed Event-Triggered Tracking Control of Heterogeneous Discrete-Time Multi-Agent Systems with Unknown Parameters. Journal of Systems Science and Complexity.DOI
  75. Guang Zhan, Xinmiao Zhang, Zhongchao Li, Lin Xu, Deyun Zhou, Zhen Chao Yang (2022). Multiple-UAV Reinforcement Learning Algorithm Based on Improved PPO in Ray Framework. Drones.DOI
  76. Jin Yu, Haiyin Piao, Yaqing Hou, Mo Li, Xin Yang, Deyun Zhou (2022). DOMA: Deep Smooth Trajectory Generation Learning for Real-Time UAV Motion Planning. Proceedings of the International Conference on Automated Planning and Scheduling.DOI
  77. Jingwei Kou, Tao Zhan, Li Wang, Yu Henry Xie, Yihui Zhang, Deyun Zhou, Maoguo Gong (2022). An end-to-end laser-induced damage change detection approach for optical elements via siamese network and multi-layer perceptrons. Optics Express.DOI
  78. Na Li, Deyun Zhou, Jiao Shi, Xiaolong Zheng, Tao Wu, Zhen Chao Yang (2022). Graph-Based Deep Multitask Few-Shot Learning for Hyperspectral Image Classification. Remote Sensing.DOI
  79. Guang Zhan, Zheng Gong, Quanhui Lv, Zan Zhou, Zian Wang, Zhen Chao Yang, Deyun Zhou (2022). Flight Test of Autonomous Formation Management for Multiple Fixed-Wing UAVs Based on Missile Parallel Method. Drones.DOI
  80. Zhen Chao Yang, Zhixiao Sun, Haiyin Piao, Jichuan Huang, Deyun Zhou, Zhang Ren (2022). Online hierarchical recognition method for target tactical intention in beyond-visual-range air combat. Defence Technology.DOI
  81. Jiao Shi, Zeping Zhang, Tancheng Wu, Xiaoyang Li, Deyun Zhou, Yu Lei (2021). Multi-scale Features Fusion Network for Unsupervised Change Detection in Heterogeneous Optical and SAR Images. International Conference on Cloud Computing and Intelligence Systems.DOI
  82. Lingtong Min, Deyun Zhou, Xiaoyang Li, Qinyi Lv, Y. Zhi (2021). Fuzzy Graph Learning Regularized Sparse Filtering for Visual Domain Adaptation. Applied Sciences.DOI
  83. Xiaolong Zheng, Deyun Zhou, Na Li, Tao Wu, Yu Lei, Jiao Shi (2021). Self-Adaptive Multi-Task Differential Evolution Optimization: With Case Studies in Weapon–Target Assignment Problem. Electronics.DOI
  84. Xiaolong Zheng, Deyun Zhou, Na Li, Tao Wu, Yu Lei, Jiao Shi (2021). Self-Regulated Particle Swarm Multi-Task Optimization. Sensors.DOI
  85. Jiao Shi, Xi Zhang, Chunhui Tan, Yu Lei, Na Li, Deyun Zhou (2021). Multiple Datasets Collaborative Analysis for Hyperspectral Band Selection. IEEE Geoscience and Remote Sensing Letters.DOI
  86. Jiao Shi, Xi Zhang, Zeping Zhang, Xiaoyang Li, Deyun Zhou, Yu Lei (2021). Knowledge Transfer-Based Multiple Data Sets Collaborative Analysis for Hyperspectral Band Selection. IEEE International Conference on Cloud Computing and Intelligent Systems (CCIS).DOI
  87. Tao Wu, Jiao Shi, Deyun Zhou, Xiaolong Zheng, Na Li (2021). Evolutionary Multi-Objective One-Shot Filter Pruning for Designing Lightweight Convolutional Neural Network. Sensors.DOI
  88. Yongjie Du, Deyun Zhou, Jiao Shi, Yu Lei, Maoguo Gong (2021). Dynamic-graph-based Unsupervised Domain Adaptation.DOI
  89. Yongjie Du, Deyun Zhou, Yu Xie, Jiao Shi, Maoguo Gong (2021). Federated matrix factorization for privacy-preserving recommender systems. Applied Soft Computing.DOI
  90. Na Li, Deyun Zhou, Jiao Shi, Tao Wu, Maoguo Gong (2021). Spectral-Locational-Spatial Manifold Learning for Hyperspectral Images Dimensionality Reduction. Remote Sensing.DOI
  91. Yiyang Zhao, Deyun Zhou, Xiaoyang Li, Zhen Chao Yang, Kai Zhang, Lina Zeng (2021). Deadlock-free and path coordination algorithm for Cooperative Multi-task Allocation Problem with Target Priority Constraints. Journal of Physics Conference Series.DOI
  92. Jing Yang, Junli Liang, Sergiy A. Vorobyov, Xuhui Fan, Deyun Zhou (2021). Efficient joint transmit waveform and receive filter design based on a general Lp -norm metric for sidelobe level of pulse compression. Signal Processing.DOI
  93. Lina Zeng, Deyun Zhou, Xiaoyang Li, Weiren Kong, Weinan Gao (2021). SAR Target Detection Based on NCM-1K Clustering. IEEE MTT-S International Wireless Symposium (IWS).DOI
  94. Na Li, Deyun Zhou, Jiao Shi, Mingyang Zhang, Tao Wu, Maoguo Gong (2021). Deep Fully Convolutional Embedding Networks for Hyperspectral Images Dimensionality Reduction. Remote Sensing.DOI
  95. Chao Han, Deyun Zhou, Yu Xie, Yu Lei, Jiao Shi (2021). Label propagation with multi-stage inference for visual domain adaptation. Knowledge-Based Systems.DOI
  96. Tao Wu, Xiaoyang Li, Deyun Zhou, Na Li, Jiao Shi (2021). Differential Evolution Based Layer-Wise Weight Pruning for Compressing Deep Neural Networks. Sensors.DOI
  97. Chao Han, Deyun Zhou, Yu Xie, Maoguo Gong, Yu Lei, Jiao Shi (2021). Collaborative representation with curriculum classifier boosting for unsupervised domain adaptation. Pattern Recognition.DOI
  98. Yiyang Zhao, Deyun Zhou, Haiyin Piao, Zhen Chao Yang, Rui Hou, Weiren Kong, Qian Pan (2021). Cooperative Multiple Task Assignment Problem With Target Precedence Constraints Using a Waitable Path Coordination and Modified Genetic Algorithm. IEEE Access.DOI
  99. Jichuan Huang, Xiaoyang Li, Zhen Chao Yang, Weiren Kong, Yiyang Zhao, Deyun Zhou (2021). A Novel Elitism Co-Evolutionary Algorithm for Antagonistic Weapon-Target Assignment. IEEE Access.DOI
  100. 黄吉传，周德云（2020）. 无人机协同作战效能评估指标体系设计与分析. 《西安工业大学学报》.DOI
  101. Jing Yang, Junli Liang, Sergiy A. Vorobyov, Xuhui Fan, Deyun Zhou (2020). Joint Design of Radar Transmit Waveform and Mismatched Filter with Low Sidelobes. European Signal Processing Conference (EUSIPCO).DOI
  102. Chao Han, Xiaoyang Li, Zhen Chao Yang, Deyun Zhou, Yiyang Zhao, Weiren Kong (2020). Sample-Guided Adaptive Class Prototype for Visual Domain Adaptation. Sensors.DOI
  103. Zhixiao Sun, Haiyin Piao, Zhen Chao Yang, Yiyang Zhao, Guang Zhan, Deyun Zhou, Guanglei Meng, Hechang Chen, Xing Chen, Bohao Qu, Yuanjie Lu (2020). Multi-agent hierarchical policy gradient for Air Combat Tactics emergence via self-play. Engineering Applications of Artificial Intelligence.DOI
  104. Weiren Kong, Deyun Zhou, Kai Zhang, Zhen Chao Yang, Wansha Yang (2020). Multi-UCAV Air Combat in Short-Range Maneuver Strategy Generation using Reinforcement Learning and Curriculum Learning. IEEE International Conference on Machine Learning and Applications (ICMLA).DOI
  105. Kai Zhang, Deyun Zhou, Zhen Chao Yang, Xiaoyang Li, Yiyang Zhao, Weiren Kong (2020). A dynamic weapon target assignment based on receding horizon strategy by heuristic algorithm. Journal of Physics Conference Series.DOI
  106. Chao Han, Deyun Zhou, Zhen Chao Yang, Yu Xie, Kai Zhang (2020). Discriminative Sparse Filtering for Multi-Source Image Classification. Sensors.DOI
  107. Weiren Kong, Deyun Zhou, Kai Zhang, Zhen Chao Yang (2020). Air combat autonomous maneuver decision for one-on-one within visual range engagement base on robust multi-agent reinforcement learning. International Conference on Control and Automation.DOI
  108. Kai Zhang, Deyun Zhou, Zhen Chao Yang, Yiyang Zhao, Weiren Kong (2020). Efficient Decision Approaches for Asset-Based Dynamic Weapon Target Assignment by a Receding Horizon and Marginal Return Heuristic. Electronics.DOI
  109. Chao Han, Yu Lei, Yu Xie, Deyun Zhou, Maoguo Gong (2020). Learning smooth representations with generalized softmax for unsupervised domain adaptation. Information Sciences.DOI
  110. Zhen Chao Yang, Zhixiao Sun, Haiyin Piao, Yiyang Zhao, Deyun Zhou, Weiren Kong, Kai Zhang (2020). An Autonomous Attack Guidance Method with High Aiming Precision for UCAV Based on Adaptive Fuzzy Control under Model Predictive Control Framework. Applied Sciences.DOI
  111. Weiren Kong, Deyun Zhou, Zhen Chao Yang, Kai Zhang, Lina Zeng (2020). Maneuver Strategy Generation of UCAV for within Visual Range Air Combat Based on Multi-Agent Reinforcement Learning and Target Position Prediction. Applied Sciences.DOI
  112. Weiren Kong, Deyun Zhou, Zhen Chao Yang, Yiyang Zhao, Kai Zhang (2020). UAV Autonomous Aerial Combat Maneuver Strategy Generation with Observation Error Based on State-Adversarial Deep Deterministic Policy Gradient and Inverse Reinforcement Learning. Electronics.DOI
  113. Weiren Kong, Deyun Zhou, Zhen Chao Yang (2020). Air Combat Strategies Generation of CGF Based on MADDPG and Reward Shaping. International Conference on Computer Vision, Image and Deep Learning (CVIDL).DOI
  114. Chao Han, Deyun Zhou, Yu Xie, Yu Lei, Jiao Shi, Maoguo Gong (2020). Discrepancy-Aware Collaborative Representation for Unsupervised Domain Adaptation.DOI
  115. Xiaofeng Lv, Deyun Zhou, Ling Ma, Yuyuan Zhang, Yongchuan Tang (2020). An Improved Lagrange Particle Swarm Optimization Algorithm and Its Application in Multiple Fault Diagnosis. Shock and Vibration.DOI
  116. Zhen Chao Yang, Deyun Zhou, Yiyang Zhao, Weiren Kong, Kai Zhang, Lina Zeng (2020). Tactical preference based objectives for solving an evasion problem of fighter in air combat. Journal of Physics Conference Series.DOI
  117. Junli Liang, Xuhui Fan, Hing Cheung So, Deyun Zhou (2020). Array Beampattern Synthesis Without Specifying Lobe Level Masks. IEEE Transactions on Antennas and Propagation.DOI
  118. Chao Han, Yu Lei, Yu Xie, Deyun Zhou, Maoguo Gong (2020). Visual domain adaptation based on modified A− distance and sparse filtering. Pattern Recognition.DOI
  119. Zhen Chao Yang, Deyun Zhou, Haiyin Piao, Kai Zhang, Weiren Kong, Qian Pan (2020). Evasive Maneuver Strategy for UCAV in Beyond-Visual-Range Air Combat Based on Hierarchical Multi-Objective Evolutionary Algorithm. IEEE Access.DOI
  120. Zhen Chao Yang, Deyun Zhou, Weiren Kong, Haiyin Piao, Kai Zhang, Yiyang Zhao (2020). Nondominated Maneuver Strategy Set With Tactical Requirements for a Fighter Against Missiles in a Dogfight. IEEE Access.DOI
  121. Kai Zhang, Deyun Zhou, Zhen Chao Yang, Weiren Kong, Lina Zeng (2020). A Novel Heterogeneous Sensor-Weapon-Target Cooperative Assignment for Ground-to-Air Defense by Efficient Evolutionary Approaches. IEEE Access.DOI
  122. Dayong Tian, Yiwen Wei, Deyun Zhou (2020). Learning Decorrelated Hashing Codes With Label Relaxation for Multimodal Retrieval. IEEE Access.DOI
  123. 邓可，彭宣淇，周德云（2019）. 基于矩阵对策与遗传算法的无人机空战决策. 《火力与指挥控制》.
  124. 方学毅，刘俊贤，周德云（2019）. 基于背景插值的空空导弹攻击区在线模拟方法. 《系统工程与电子技术》.
  125. Kai Zhang, Deyun Zhou, Zhen Chao Yang, Qian Pan, Weiren Kong (2019). Constrained Multi-Objective Weapon Target Assignment for Area Targets by Efficient Evolutionary Algorithm. IEEE Access.DOI
  126. Jingwei Kou, Tao Zhan, Deyun Zhou, Wei Wang, Zhengshang Da, Maoguo Gong (2019). The laser-induced damage change detection for optical elements using siamese convolutional neural networks. Applied Soft Computing.DOI
  127. Xiaoyang Li, Deyun Zhou, Zhen Chao Yang, Qian Pan, Jichuan Huang (2019). A Novel Genetic Algorithm for the Synthetical Sensor-Weapon-Target Assignment Problem. Applied Sciences.DOI
  128. Lina Zeng, Deyun Zhou, Qian Pan, Chao Lu, Ying Zhou (2019). Sar Target Detection Based on Psift Feature Clustering. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
  129. Yue Wang, Deyun Zhou, Yao Tong, Hao Bai (2019). SA-DPSO-based Weapon-target Assignment for Cooperative Air Defense with Anti-aircraft Gun-Missile Weapons. IOP Conference Series Materials Science and Engineering.DOI
  130. Xiaolong Zheng, Yu Lei, Alex Kai Qin, Deyun Zhou, Jiao Shi, Maoguo Gong (2019). Differential Evolutionary Multi-task Optimization. IEEE Congress on Evolutionary Computation (CEC).DOI
  131. Tao Wu, Jiao Shi, Deyun Zhou, Yu Lei, Maoguo Gong (2019). A Multi-objective Particle Swarm Optimization for Neural Networks Pruning. IEEE Congress on Evolutionary Computation (CEC).DOI
  132. An Ping Xu, Deyun Zhou, You Li, Chunqing Gao (2019). Trajectory Optimization of Two Cooperative Aircrafts Based on RHC. Chinese Control and Decision Conference (CCDC).DOI
  133. Junli Liang, Pengliang Li, Deyun Zhou, Hing Cheung So, Ding Liu, Chi-Sing Leung, Liansheng Sui (2019). Robust ellipse fitting via alternating direction method of multipliers. Signal Processing.DOI
  134. Dayong Tian, Deyun Zhou, Maoguo Gong, Yiwen Wei (2019). Interval Type-2 Fuzzy Logic for Semisupervised Multimodal Hashing. IEEE Transactions on Cybernetics.DOI
  135. Xiaolong Zheng, Alex Kai Qin, Maoguo Gong, Deyun Zhou (2019). Self-Regulated Evolutionary Multitask Optimization. IEEE Transactions on Evolutionary Computation.DOI
  136. Qian Pan, Deyun Zhou, Yongchuan Tang, Xiaoyang Li, Jichuan Huang (2019). A Novel Belief Entropy for Measuring Uncertainty in Dempster-Shafer Evidence Theory Framework Based on Plausibility Transformation and Weighted Hartley Entropy. Entropy.DOI
  137. Xiaofeng Lv, Deyun Zhou, Ling Ma, Yongchuan Tang (2019). Dependency Model-Based Multiple Fault Diagnosis Using Knowledge of Test Result and Fault Prior Probability. Applied Sciences.DOI
  138. Yixin He, Xiao Tang, Ruonan Zhang, Xiaojiang Du, Deyun Zhou, Mohsen Guizani (2019). A Course-Aware Opportunistic Routing Protocol for FANETs. IEEE Access.DOI
  139. Qian Pan, Deyun Zhou, Yongchuan Tang, Xiaoyang Li (2019). A Novel Antagonistic Weapon-Target Assignment Model Considering Uncertainty and its Solution Using Decomposition Co-Evolution Algorithm. IEEE Access.DOI
  140. Ruonan Zhang, Qi Guo, Daosen Zhai, Deyun Zhou, Xiaojiang Du, Mohsen Guizani (2019). Channel Measurement and Resource Allocation Scheme for Dual-Band Airborne Access Networks. IEEE Access.DOI
  141. Ruonan Zhang, Haochen Xu, Xiaojiang Du, Deyun Zhou, Mohsen Guizani (2019). Dual-Polarized Spatial–Temporal Propagation Measurement and Modeling in UMa O2I Scenario at 3.5 GHz. IEEE Access.DOI
  142. Dawei Wang, Ruonan Zhang, Lixin Li, Shaoyang Men, Deyun Zhou, Mohsen Guizani (2019). Cooperative Secondary Encryption for Primary Privacy Preserving in Cognitive Radio Networks. IEEE Access.DOI
  143. 邓可，连振江，周德云，李枭扬（2018）. 基于改进量子粒子群算法的多无人机任务分配. 《指挥控制与仿真》.
  144. 黄吉传，周德云（2018）. 无人机协同作战兰彻斯特方程设计与作战进程预测. 《电光与控制》.
  145. 方学毅，周德云（2018）. 空空导弹攻击区在线模拟的背景计算策略. 《第八届中国航空学会青年科技论坛》.
  146. An Ping Xu, Deyun Zhou, Yingxin Kou, Zhanwu Li, You Li (2018). Trajectory Optimization of Aircraft Tactical Engagement Based on Model Prediction Control. International Conference on Robots & Intelligent System.DOI
  147. Tao Wu, Jiao Shi, Xiangming Jiang, Deyun Zhou, Maoguo Gong (2018). A multi-objective memetic algorithm for low rank and sparse matrix decomposition. Information Sciences.DOI
  148. Yongchuan Tang, Deyun Zhou, Felix T.S. Chan (2018). Extending Deng Entropy to the Open World in the Evidence Theory. International Conference on Information Fusion (FUSION).DOI
  149. Tao Bao, Deyun Zhou (2018). Cramér-Rao Bounds for Non-Uniform Linear Cocentered Orthogonal Loop and Dipole Array. International Applied Computational Electromagnetics Society Symposium - China (ACES-China).DOI
  150. Yongsheng Gao, Aijun Wen, Wei Jiang, Yangyu Fan, You He, Deyun Zhou (2018). Fundamental/Subharmonic Photonic Microwave I/Q Up-Converter for Single Sideband and Vector Signal Generation. IEEE Transactions on Microwave Theory and Techniques.DOI
  151. Yongchuan Tang, Deyun Zhou, Felix T.S. Chan (2018). An Extension to Deng’s Entropy in the Open World Assumption with an Application in Sensor Data Fusion. Sensors.DOI
  152. Jing Yang, Junli Liang, Deyun Zhou, Hing Cheung So (2018). Spectrally Constrained Unimodular Sequence Design Without Spectral Level Mask. IEEE Signal Processing Letters.DOI
  153. Junli Liang, Xuan Zhang, Hing Cheung So, Deyun Zhou (2018). Sparse Array Beampattern Synthesis via Alternating Direction Method of Multipliers. IEEE Transactions on Antennas and Propagation.DOI
  154. Yongchuan Tang, Deyun Zhou, Felix T.S. Chan (2018). AMWRPN: Ambiguity Measure Weighted Risk Priority Number Model for Failure Mode and Effects Analysis. IEEE Access.DOI
  155. Xiaoyang Li, Deyun Zhou, Qian Pan, Yongchuan Tang, Jichuan Huang (2018). Weapon‐Target Assignment Problem by Multiobjective Evolutionary Algorithm Based on Decomposition. Complexity.DOI
  156. Xiaofeng Lv, Deyun Zhou, Yongchuan Tang, Ling Ma (2018). An Improved Test Selection Optimization Model Based on Fault Ambiguity Group Isolation and Chaotic Discrete PSO. Complexity.DOI
  157. 周德云，王鹏飞，李枭扬，张堃（2017）. 基于多目标优化算法的多无人机协同航迹规划. 《系统工程与电子技术》.
  158. 曾丽娜，周德云，潘潜，张堃（2017）. SAR图像最佳欧式空间距离矩阵匹配方法. 《系统工程与电子技术》.
  159. 王越，周德云，刘建生，赵凯，杨维（2017）. 用于机动目标跟踪的自适应交互式多模型算法. 《火力与指挥控制》.
  160. 周德云，潘潜，李枭扬，张堃（2017）. 基于两级序优化模型的火控攻击配置方案寻优. 《系统工程与电子技术》.
  161. 黄吉传，周德云，何鹏，张堃（2017）. 倾角测量中微机电系统加速度计的Kalman滤波. 《西安工业大学学报》.
  162. 吕晓峰，周德云，马羚（2017）. 某型飞机武器发控通道测点选择方法及应用. 《电光与控制》.
  163. 曾丽娜，周德云，李枭扬，张堃（2017）. 基于无训练单样本有效特征的SAR目标检测. 《雷达学报(中英文)》.
  164. 周德云，杨振，张堃（2017）. 多UCAV超视距协同空战中的交接制导方法. 《弹道学报》.
  165. Junli Liang, Hing Cheung So, Jian Li, Alfonso Maria Farina, Deyun Zhou (2017). On optimizations with magnitude constraints on frequency or angular responses. Signal Processing.DOI
  166. Yongchuan Tang, Deyun Zhou, Miaoyan Zhuang, Xueyi Fang, Chunhe Xie (2017). An Improved Evidential-IOWA Sensor Data Fusion Approach in Fault Diagnosis. Sensors.DOI
  167. Yongsheng Gao, Aijun Wen, Wei Jiang, Yangyu Fan, Deyun Zhou, You He (2017). Wideband Photonic Microwave SSB Up-Converter and I/Q Modulator. Journal of Lightwave Technology.DOI
  168. Qian Pan, Deyun Zhou, Jichuan Huang, Xiaofeng Lv, Zhen Chao Yang, Kun Zhang, Xiaoyang Li (2017). Maneuver decision for cooperative close-range air combat based on state predicted influence diagram. IEEE International Conference on Information and Automation (ICIA).DOI
  169. Yongchuan Tang, Deyun Zhou, Zichang He, Shuai Xu (2017). An improved belief entropy–based uncertainty management approach for sensor data fusion. International Journal of Distributed Sensor Networks.DOI
  170. Xiaoyang Li, Deyun Zhou, Zhen Chao Yang, Jichuan Huang, Kun Zhang, Qian Pan (2017). UAV route evaluation algorithm based on CSA-AHP and TOPSIS. IEEE International Conference on Information and Automation (ICIA).DOI
  171. Yongchuan Tang, Xueyi Fang, Deyun Zhou, Xiaofeng Lv (2017). Weighted deng entropy and its application in uncertainty measure. International Conference on Information Fusion (FUSION).DOI
  172. Zhen Chao Yang, Deyun Zhou, Qian Pan, Xiaoyang Li, Kun Zhang (2017). Research on adaptive robust guidance law for passive homing missile against maneuvering target. IEEE International Conference on Information and Automation (ICIA).DOI
  173. Deyun Zhou, Qian Pan, Gyan Chhipi‐Shrestha, Xiaoyang Li, Kun Zhang, Kasun Hewage, Rehan Sadiq (2017). A new weighting factor in combining belief function. PLoS ONE.DOI
  174. Lina Zeng, Deyun Zhou, Junli Liang, Kun Zhang (2017). Polar Scale-Invariant Feature Transform for Synthetic Aperture Radar Image Registration. IEEE Geoscience and Remote Sensing Letters.DOI
  175. Deyun Zhou, Yongchuan Tang, Jiang Wen (2017). A modified belief entropy in Dempster-Shafer framework. PLoS ONE.DOI
  176. Yongchuan Tang, Deyun Zhou, Shuai Xu, Zichang He (2017). A Weighted Belief Entropy-Based Uncertainty Measure for Multi-Sensor Data Fusion. Sensors.DOI
  177. Zhanwu Li, Deyun Zhou, Xiaozhe Zhao, Haiyan Yang, Linyuan Gui, Yizhe Chang (2017). Method for air combat formation optimization with uncertain information. IEEE Advanced Information Technology, Electronic and Automation Control Conference (IAEAC).DOI
  178. Junli Liang, Xuhui Fan, Wen Fan, Deyun Zhou, Jian Li (2017). Phase-Only Pattern Synthesis for Linear Antenna Arrays. IEEE Antennas and Wireless Propagation Letters.DOI
  179. Deyun Zhou, Yongchuan Tang, Jiang Wen (2017). An Improved Belief Entropy and Its Application in Decision-Making. Complexity.DOI
  180. 李战武，赵晓哲，周德云，常一哲，安超，肖中晖，杨海燕（2016）. 一种考虑专家因素的飞机驾驶舱人机界面评估方法. 《探索 创新 交流（第7集）——第七届中国航空学会青年科技论坛文集（上册）》.
  181. 包涛，周德云，李立欣，胡楚锋（2016）. 近场目标方位和距离估计的克拉美-罗界研究. 《电子与信息学报》.
  182. 周德云，杨振，张堃（2016）. 基于模糊RBF网络的自适应变结构制导律设计. 《飞行力学》.
  183. 曾丽娜，周德云，邢孟道，张堃（2016）. 一种多特征联合的地面SAR目标分层检测方法. 《西安电子科技大学学报》.
  184. Moxian Song, Jiang Wen, Chunhe Xie, Deyun Zhou (2016). A New Interval Numbers Power Average Operator in Multiple Attribute Decision Making. International Journal of Intelligent Systems.DOI
  185. Wen Rong Jiang, Boya Wei, Jun Zhan, Chunhe Xie, Deyun Zhou (2016). A visibility graph power averaging aggregation operator: A methodology based on network analysis. Computers & Industrial Engineering.DOI
  186. Yongchuan Tang, Deyun Zhou, Wen Rong Jiang (2016). A New Fuzzy-Evidential Controller for Stabilization of the Planar Inverted Pendulum System. PLoS ONE.DOI
  187. Deyun Zhou, Xiaoyang Li, Qian Pan, Kun Zhang, Lina Zeng (2016). Multiobjective weapon-target assignment problem by two-stage evolutionary multiobjective particle swarm optimization. IEEE International Conference on Information and Automation (ICIA).DOI
  188. Deyun Zhou, Qian Pan, Xiaoyang Li, Kun Zhang, Lina Zeng (2016). A threat assessment method based on prioritized visibility graph ordered weighted averaging operator. IEEE International Conference on Information and Automation (ICIA).DOI
  189. Deyun Zhou, Lina Zeng, Junli Liang, Kun Zhang (2016). Improved method for SAR image registration based on scale invariant feature transform. IET Radar Sonar & Navigation.DOI
  190. Wen Rong Jiang, Chunhe Xie, Boya Wei, Deyun Zhou (2016). A modified method for risk evaluation in failure modes and effects analysis of aircraft turbine rotor blades. Advances in Mechanical Engineering.DOI
  191. Wen Rong Jiang, Boya Wei, Chunhe Xie, Deyun Zhou (2016). An evidential sensor fusion method in fault diagnosis. Advances in Mechanical Engineering.DOI
  192. Wen Rong Jiang, Jun Zhan, Deyun Zhou, Xin Li (2016). A Method to Determine Generalized Basic Probability Assignment in the Open World. Mathematical Problems in Engineering.DOI
  193. Bingyi Kang, Yong Qiang Hu, Yong Sheng Deng, Deyun Zhou (2016). A New Methodology of Multicriteria Decision-Making in Supplier Selection Based on Z -Numbers. Mathematical Problems in Engineering.DOI
  194. Deyun Zhou, Yongchuan Tang, Jiang Wen (2016). A Modified Model of Failure Mode and Effects Analysis Based on Generalized Evidence Theory. Mathematical Problems in Engineering.DOI
  195. 周德云，曾丽娜，张堃（2015）. 基于多尺度SIFT特征的SAR目标检测. 《西北工业大学学报》.
  196. 许可，冯琦，陈军，周德云（2015）. 采用时序多属性评价方法的空战威胁排序. 《火力与指挥控制》.
  197. 顾潮琪，周德云（2015）. 一种改进遗传算法在UCAV快速航迹规划中的应用. 《火力与指挥控制》.
  198. 李枭扬，周德云，冯琦（2015）. 基于分级规划策略的A*算法多航迹规划. 《系统工程与电子技术》.
  199. 李枭扬，周德云，冯琦，张华涛（2015）. 基于遗传规划的空空导弹攻击区拟合. 《弹箭与制导学报》.
  200. 李阳，周德云，张堃（2015）. 基于RBF网络机载火控系统动态精度建模. 《指挥控制与仿真》.
  201. 张媛媛，冯琦，周德云，张堃（2015）. 基于直觉模糊集的空战动态多属性威胁评估. 《电光与控制》.
  202. 顾潮琪，张建东，吴勇，周德云，鲁俊（2015）. 基于USB总线的通用武器仿真系统设计与实现. 《计算机测量与控制》.
  203. Yu Luo, Wen Rong Jiang, Deyun Zhou, Xiyun Qin, Jun Zhan (2015). A revised method for ranking generalized fuzzy numbers.
  204. Deyun Zhou, Xiaoyang Li, Kun Zhang, Qian Pan (2015). Multiple routes planning based on particle swarm algorithm and hierarchical clustering. Chinese Control Conference (CCC).DOI
  205. Deyun Zhou, Kai Zhang, Zeng Li-na, Kun Zhang (2015). Damage assessment of airborne laser weapon to anti-missile. Chinese Control Conference (CCC).DOI
  206. Deyun Zhou, Zeng Li-na, Kai Zhang, Kun Zhang (2015). Battle damage assessment with change detection of SAR images. Chinese Control Conference (CCC).DOI
  207. Yong Deng, Yang Liu, Deyun Zhou (2015). An Improved Genetic Algorithm with Initial Population Strategy for Symmetric TSP. Mathematical Problems in Engineering.DOI
  208. Ying Li, Deyun Zhou, Hao Zhang (2015). Maneuver Strategy Adaptive Target Tracking Algorithm by Integrated Kalman Information Filtering. Procedia Engineering.DOI
  209. Deyun Zhou, Hao Zhang, Qian Pan, Kun Zhang (2015). An improved range parameterized square root cubature information filter algorithm for multi-UAV cooperative passive location. IEEE International Conference on Information and Automation (ICIA).DOI
  210. Xuan Zhang, Deyun Zhou, Jun Zhang, Qian Pan, Kun Zhang (2015). Based on backstepping control with time-delay estimation and nonlinear damping adaptive PID control for unmanned aerial vehicle. IEEE International Conference on Information and Automation (ICIA).DOI
  211. 夏春林，周德云，冯琦（2014）. 基于变权灰色关联法的目标威胁评估. 《火力与指挥控制》.
  212. 张堃，王雪，张才坤，周德云，冯琦（2014）. 基于IFE动态直觉模糊法的空战目标威胁评估. 《系统工程与电子技术》.
  213. 顾潮琪，张才坤，周德云，冯琦（2014）. 基于直觉模糊贝叶斯网络多态系统可靠性分析. 《西北工业大学学报》.
  214. 王越，周德云，杨维，宋小雷（2014）. 基于自适应UKF的实时弹道测量数据处理算法. 《华中科技大学学报(自然科学版)》.
  215. 王越，周德云，杨维，薄拾（2014）. 多种异类传感器联合跟踪的异步航迹融合算法. 《弹箭与制导学报》.
  216. Chao Gu, Deyun Zhou, Xiaoyang Li (2014). Avionics System Failure Prediction Based on Bacteria Evolution and Gray Neural Network.DOI
  217. Deyun Zhou, Qian Pan, Kai Zhang (2014). An improved discrete Shuffled Frog Leaping Algorithm for cooperative Multi-Target assignment of BVR air combat. IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC).DOI
  218. 成晓东，周德云（2013）. 基于TCP/IP协议的无人机IFFC系统仿真. 《火力与指挥控制》.
  219. 马云红，井哲，周德云（2013）. 一种任务分配问题的快速剪枝优化算法. 《西北工业大学学报》.
  220. 俞吉，周德云，周灿辉（2013）. 基于云模型空空导弹攻击区的拟合方法. 《火力与指挥控制》.
  221. 张堃，周德云，赵威，宋科（2013）. 基于K-means-RBF的机载传感器评估. 《火力与指挥控制》.
  222. 朱华国，周德云，高小翔（2013）. 防区外空舰导弹火控系统精度分析. 《电子设计工程》.
  223. 杨峰，周德云，张堃，周灿辉（2013）. 具有终端约束的制导炸弹模糊变结构制导律设计. 《指挥控制与仿真》.
  224. Ji Yu, Deyun Zhou, Peng Ju He, Jichuan Huang (2013). A new method for gyroscope fault diagnosis based on CGA RBFNN and multi-wavelet entropy.DOI
  225. Cheng Xiaodong, Deyun Zhou, Zhang Ruo-nan (2013). New method for UAV online path planning.DOI
  226. Deyun Zhou, Pengju He, Kuang Hang (2013). Airborne Sensor Resource Management in Air Battles based on Fuzzy Bayesian Networks. PRZEGLĄD ELEKTROTECHNICZNY.
  227. 周灿辉，周德云，聂志强，何鹏（2012）. 中程空空导弹可攻击区解算的新方法. 《火力与指挥控制》.
  228. 成晓东，周德云，何鹏，张堃（2012）. 基于正态云自适应遗传算法的无人机航路规划. 《计算机应用研究》.
  229. 张莹莹，周德云，夏欢（2012）. 不确定环境下多无人机协同搜索算法研究. 《电光与控制》.
  230. 周隆亮，周德云，李兆强（2012）. 基于变结构导引律的UCAV自主轨迹控制. 《火力与指挥控制》.
  231. 何鹏，周德云，王谦（2012）. 多UCAV任务分配有限阶段MDP方法和算法. 《火力与指挥控制》.
  232. 张堃，周德云，袁斌林，顾潮琪，徐杰（2012）. 基于过程的UCAV控制权限动态管理方法. 《系统工程与电子技术》.
  233. 潘潜，周德云，俞吉（2012）. 基于云模型的无人机作战系统效能评估. 《指挥控制与仿真》.
  234. 张华涛，冯琦，周德云（2012）. 用于任务规划的航母编队防空威胁建模. 《火力与指挥控制》.
  235. 王谦，周德云，何鹏（2012）. 机载光电传感器视轴指向的智能辅助决策方法. 《火力与指挥控制》.
  236. 陈出新，周德云，王谦（2012）. 含有多普勒频率的毫米波/红外融合滤波算法. 《火力与指挥控制》.
  237. 袁操，周德云，张堃（2012）. 一种骨架提取的无人机航迹规划法. 《电光与控制》.
  238. Haoqin Shi, Deyun Zhou, Chuxin Chen (2012). A novel adaptive filtering algorithm for maneuvering target tracking.DOI
  239. Chunlin Xia, Deyun Zhou, Kun Zhang (2012). Image Segmentation Using Log-polar Transformation and Normalized Cut. International Conference on Mechanic Automation and Control Engineering.DOI
  240. Chunlin Xia, Kun Zhang, Deyun Zhou (2012). Embedded real time image compression module for data link.DOI
  241. Deyun Zhou (2012). Feature Point Extraction of Onboard DEM and Its Compression. Electronics Optics & Control.
  242. Deyun Zhou (2012). Threat Model Establishing of Carrier Battle Group for Mission Planning. Fire Control and Command Control.
  243. 陈出新，周德云，张堃（2011）. 一种新的更好的基于“当前”统计模型的自适应滤波算法. 《西北工业大学学报》.
  244. 张晶晶，周德云，张堃（2011）. 一种基于强化学习的UAV目标搜索算法. 《计算机应用研究》.
  245. 胡宇，周德云，汪凌霄（2011）. 航空武器系统通用数据管理平台的设计与实现. 《火力与指挥控制》.
  246. Kun Zhang, Deyun Zhou (2011). Research on UAV health evaluation based on PNN. International Conference on Computer Science & Education (ICCSE).DOI
  247. Kun Zhang, Deyun Zhou (2011). Notice of Retraction Evaluation of avionic system based on OLS-RBF. International Conference on Natural Computation (ICNC).DOI
  248. Deyun Zhou (2011). Research on Attack Formation Configuration Based on Target Subset Clustering. Modern Electronics Technique.
  249. 陈出新，周德云（2010）. 基于模糊聚类的多目标跟踪算法. 《火力与指挥控制》.
  250. 杜昌平，周德云（2010）. 航电传感器系统多源数据统计模型评估方法. 《火力与指挥控制》.
  251. 郗永军，周德云（2010）. 多无人机协同攻击路径规划研究. 《计算机仿真》.
  252. 徐剑，周德云（2010）. 基于最优控制的翼伞路径规划. 《火力与指挥控制》.
  253. 李兆强，周德云（2010）. 基于扰动补偿的无人机无抖振离散变结构导引律. 《系统工程与电子技术》.
  254. Lingxiao Wang, Deyun Zhou, Rui Zheng (2010). A Stealthy Path Planning Method for Aircraft by Constant Azimuth. International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT).DOI
  255. Deyun Zhou, Zhaoqiang Li, Qian Wang (2010). A Kind of UCAV Attack Decision Arithmetic Based on Entropy of Avail Value. International Conference on Computational and Information Sciences.DOI
  256. Zhaoqiang Li, XU Jia-dong, Deyun Zhou (2010). The study of UCAV layered variable structure flight control arithmetic. International Conference on Computer Application and System Modeling.DOI
  257. Zhaoqiang Li, Deyun Zhou, Lingxiao Wang, XU Jia-dong (2010). Double planes discrete variable structure tracking algorithm. International Conference on Computer, Mechatronics, Control and Electronic Engineering.DOI
  258. Yunhong Ma, Weidong Xiang, Deyun Zhou, Jianhua He (2010). A Method to Determine the Structure of Neural Networks Applied to Expert Systems. International Conference on Measuring Technology and Mechatronics Automation (ICMTMA).DOI
  259. Deyun Zhou (2010). A Path Planning Algorithm based on Optimal Control. Fire Control and Command Control.
  260. Deyun Zhou (2010). Trajectory Planning for Coordinated Attack with Multiple Uninhabited Air Vehicles. Jisuanji fangzhen.
  261. Deyun Zhou (2010). Multiple Targets Tracking Algorithm based on Fuzzy Clustering. Fire Control and Command Control.
  262. Deyun Zhou (2010). Study of Path Planning Method and Simulation in Multi-Target Air-to-Surface Attacking. Jisuanji fangzhen.
  263. Deyun Zhou (2010). Research on Group Decision-making of Grey Analytical Method Based of Air-to-Ground Multi-target Combat. Jisuanji fangzhen.
  264. Wang Lingxiao, Zhou Deyun (2009). Effective path planning method for low detectable aircraft. Journal Of Systems Engineering And Electronics, Vol. 20, No. 4.
  265. 江爱伟，周德云，杜昌平（2009）. 一种基于模型的系统设计方法. 《火力与指挥控制》.
  266. 杜昌平，孙化东，周德云，宋笔锋（2009）. 粒子群算法的弹道参数辨识方法. 《火力与指挥控制》.
  267. 周德云，张堃（2009）. 空战多目标集群攻击算法研究. 《西北工业大学学报》.
  268. 王谦，周德云，杜昌平（2009）. 机载传感器智能管理方法的研究. 《火力与指挥控制》.
  269. 黄丽琼，周德云（2009）. 飞行员对航空系统作战效能的影响及其解决方案. 《火力与指挥控制》.
  270. 黄丽琼，周德云（2009）. 投弹误差描述方法及其合理性分析. 《火力与指挥控制》.
  271. 李兆强，周德云，顾潮琪（2009）. 基于模型参考的无抖振离散变结构导引律研究. 《系统工程与电子技术》.
  272. 徐剑，周德云，黄鹤（2009）. 基于改进遗传算法的多无人机路径规划. 《航空计算技术》.
  273. 李兆强，周德云（2009）. 一种攻击机动目标的变结构导引律研究. 《火力与指挥控制》.
  274. Hua Lü, Deyun Zhou (2009). Research on Tactics Decision of Air-to-Ground Multi-Target Combat.DOI
  275. Hua Cai Lu, Deyun Zhou, Kun Zhang (2009). Research on unascertained-measure-based tactics decision of air-to-ground multi-target combat.DOI
  276. Deyun Zhou (2009). Study on multi-target fuzzy partitional cluster algorithm in air combat. Computer Engineering and Applications Journal.
  277. Deyun Zhou (2009). A Guidance Law of Variable Structure Adaptive Research for Target Escape with Acceleration. Fire Control and Command Control.
  278. Deyun Zhou (2009). Pilot's Influence on Operational Effectiveness of Aviation and its Solution. Fire Control and Command Control.
  279. Deyun Zhou (2009). Descriptions for Bomb-dropping Error and Analysis of Their Rationality. Fire Control and Command Control.
  280. Zhou Deyun, Zhou Feng (2008). Data fusion control and guidance of surface-to-air missile under the complex circumstance based on neural-net technology. Journal Of Systems Engineering And Electronics, Vol. 190, No. 50.
  281. 周峰，周德云（2008）. 复杂情况下的防空导弹智能制导鲁棒优化设计. 《火力与指挥控制》.
  282. 李兆强，周德云（2008）. 无人机数据链变结构对抗攻击导引方式研究. 《系统仿真学报》.
  283. 张堃，周德云，曲艺海（2008）. 模糊交叉迭代法的空战威胁度评估排序方法. 《火力与指挥控制》.
  284. 倪谣，周德云，马云红，贺宝财（2008）. 基于MILP模型的多无人机对地攻击任务分配. 《火力与指挥控制》.
  285. 杨涛，周德云，杜昌平，田涛（2008）. 改进的无人机编队内目标分配算法研究. 《计算机测量与控制》.
  286. 杜昌平，周德云，宋笔锋，张浩峰（2008）. 基于遗传算法的弹道参数辨识方法研究. 《西北工业大学学报》.
  287. 曲艺海，周德云（2008）. 自适应航迹融合算法及其仿真. 《火力与指挥控制》.
  288. 顾潮琪，周德云，李建波（2008）. 作战效能的巡航导弹突防高度优化. 《火力与指挥控制》.
  289. 徐自祥，周德云，徐济东（2008）. 面向机动威胁单目标定性微分对策的航路重规划. 《火力与指挥控制》.
  290. 汪凌霄，周德云，江爱伟，周南明（2008）. 基于虚拟靶试技术的激光制导炸弹投弹框仿真. 《火力与指挥控制》.
  291. 鲁艺，周德云（2008）. 基于边缘提取的无人机航路规划方法. 《火力与指挥控制》.
  292. 鲁华，周德云（2008）. 贝叶斯网络的对地多目标攻击决策. 《火力与指挥控制》.
  293. Kun Zhang, Deyun Zhou (2008). Application of Improved FCM on Classification of Multi-target Guided by AWACS. International Conference on Fuzzy Systems and Knowledge Discovery (FSKD).DOI
  294. Kun Zhang, Deyun Zhou (2008). Application of TOPSIS Based on Entropy and GD-AHP in Evaluating Sequence of Air Target Threat. Jisuanji fangzhen.
  295. Deyun Zhou (2008). Measurement Method and Location Optimization of Multi-Photoelectric Theodolite for Positioning of Aviation Weapons. ACTA PHOTONICA SINICA.
  296. Feng Zhou, Deyun Zhou, Geng Yu (2008). Target Tracking in Interference Environments Reinforcement Learning and Design for Cognitive Radar Soft Processing.DOI
  297. Deyun Zhou (2008). Application of expert system in sequencing of air combat multi-target attacking. Electronics Optics & Control.
  298. Deyun Zhou (2008). Design of chattering-free global sliding-mode discrete Variable Structure Control algorithm. Computer Engineering and Applications Journal.
  299. Deyun Zhou (2008). Design of the Intelligent Target of Air Combat. Jisuanji fangzhen.
  300. Deyun Zhou (2008). UAV Data Links Variable Structure Against Attacks Guidance Law Research. Jisuanji fangzhen.
  301. Deyun Zhou (2008). Surface-to-Air Missile Intelligent Control and Guidance' Robust Optimization Design under the Complicated Circumstance. Fire Control and Command Control.
  302. Deyun Zhou (2008). Research on fuzzy-multiple-attribute-based tactics decision of air-to-ground multi-target combat. Computer Engineering and Applications Journal.
  303. Deyun Zhou (2008). Study on Path Planning for UAV based on Edge Extraction. Fire Control and Command Control.
  304. Deyun Zhou (2008). Avionics Integration of Training-Fighter. Measurement & Control Technology.
  305. Deyun Zhou (2008). Research on Decision of Air-to-Ground Multi-target Attack based on Bayesian Network Combat. Fire Control and Command Control.
  306. Deyun Zhou (2008). Integration Technology of a Foreign Air-to-Air Missile. Measurement & Control Technology.
  307. 张堃，周德云（2007）. 基于熵的TOPSIS法空战多目标威胁评估. 《系统工程与电子技术》.
  308. 周德云，苏晓阳，阳治平（2007）. 某型飞机采用DCCIP方式投放炸弹的精度分析. 《火力与指挥控制》.
  309. 周德云，徐自祥（2007）. 多目标模糊微分对策. 《火力与指挥控制》.
  310. 马云红，周德云（2007）. 无人机路径规划算法与仿真. 《火力与指挥控制》.
  311. 侯宏录，周德云（2007）. 基于IMM的光电经纬仪机动目标跟踪优化算法. 《西北工业大学学报》.
  312. 肖兆银，周德云（2007）. 遗传算法的泛函极值求解与应用. 《火力与指挥控制》.
  313. 陈冬，周德云，冯琦（2007）. 基于粒子群优化算法的无人机航迹规划. 《弹箭与制导学报》.
  314. 魏强，周德云（2007）. 基于专家系统的无人战斗机智能决策系统. 《火力与指挥控制》.
  315. 鲁艺，周德云（2007）. 无人机初始路径规划空间建模方法研究. 《系统仿真学报》.
  316. Deyun Zhou (2007). Research on UCAV's Intelligent Decision-Making System based on Expert System. Fire Control and Command Control.
  317. Deyun Zhou (2007). Study on Initial Path Planning Layout Model for UAV.
  318. Deyun Zhou (2007). Study of Path Planning Algorithm and Simulation for UAV. Fire Control and Command Control.
  319. Deyun Zhou (2007). Index system and evaluation for operation capability of integrated aviation weapon system. Electronics Optics & Control.
  320. Deyun Zhou (2007). A Decentralized Fusion Algorithm for Active/Passive Radar Based on Fuzzy Adaptive IMM Filter. Journal of Air Force Engineering University.
  321. Deyun Zhou (2007). Solution and Application of Functional Minimization based on Genetic Algorithm. Fire Control and Command Control.
  322. 鲁艺，周德云（2006）. 基于数学形态学的无人机航路规划方法研究. 《弹箭与制导学报》.
  323. 杜昌平，周德云，江爱伟（2006）. 基于粗糙神经网络的航空电子传感器故障诊断. 《系统工程与电子技术》.
  324. 李兆强，周德云（2006）. 基于遗传算法的无人机自动机动攻击轨迹控制仿真研究. 《弹箭与制导学报》.
  325. 丁兴俊，周德云，胡昌华，王青（2006）. 一种基于模糊逻辑的主/被动雷达数据融合算法. 《西北工业大学学报》.
  326. 杜昌平，周德云（2006）. 一种基于变精度粗糙集的规则提取方法研究. 《西北工业大学学报》.
  327. 杜昌平，周德云，江爱伟（2006）. 一种空空导弹可攻击区快速算法. 《西北工业大学学报》.
  328. 马云红，周德云（2006）. 一种无人机路径规划的混沌遗传算法. 《西北工业大学学报》.
  329. 杜昌平，周德云，江爱伟（2006）. 粗糙神经网络的航空电子系统故障诊断方法. 《火力与指挥控制》.
  330. 周德云，汪凌霄，江爱伟（2006）. 某型激光制导炸弹导引精度仿真研究. 《西北工业大学学报》.
  331. 冯琦，周德云（2006）. 应用单亲遗传算法进行大规模UCAVs任务分配. 《火力与指挥控制》.
  332. Zi-xiang Xu, Deyun Zhou, Zichen Deng (2006). Exact linearization based multiple-subspace iterative resolution to affine nonlinear control system. Applied Mathematics and Mechanics.DOI
  333. Zi-xiang Xu, Deyun Zhou, Zichen Deng (2006). Numerical method based on Hamilton system and symplectic algorithm to differential games. Applied Mathematics and Mechanics.DOI
  334. Deyun Zhou (2006). Study on Path Planning for UAV Based on Mathematical Morphology. Journal of Projectiles.Rockets.Missiles and Guidance.
  335. Deyun Zhou (2006). Application of SPGA to Large Scale Task Assignment of UCAVs. Fire Control and Command Control.
  336. Deyun Zhou (2006). Assessment for Surface-to-Air Missile Weapon System Effectiveness Based on UML. Jisuanji fangzhen.
  337. Deyun Zhou (2006). Technology of Fuzzy PID Control to Improve the Performance of Dynamic Tracking for Photoelectric Theodolite. Measurement & Control Technology.
  338. Deyun Zhou (2006). Base on Genetic Algorithm's AMAS Track Control Study for UCAV. Journal of Projectiles.Rockets.Missiles and Guidance.
  339. Deyun Zhou (2006). Fuzzy Cooperative Differential Game and Its Eclectic Solution. Information and Computation.
  340. Deyun Zhou (2006). Improving Surface-to-air Missile Control and Guidance Precision Based on the Information Fusion Under Complicated Circumstances. Journal of Projectiles.Rockets.Missiles and Guidance.
  341. Deyun Zhou (2006). Differential Game Theory Based on Rough Logic. Jisuanji fangzhen.
  342. Deyun Zhou (2006). Multi-target Attack Target Select and Tactics Decision Research. Journal of Projectiles.Rockets.Missiles and Guidance.
  343. 杜昌平，周德云，江爱伟（2005）. 遗传算法和粗糙集相结合的航空电子系统故障诊断方法研究. 《西北工业大学学报》.
  344. 徐自祥，周德云，苏湘昱（2005）. 模糊非线性随机微分对策的鲁棒设计. 《自动化技术与应用》.
  345. 胡昌华，丁兴俊，周德云，王青（2005）. 一种主/被动雷达模糊数据融合算法. 《系统仿真技术》.
  346. Deyun Zhou (2005). A genetic algorithm for path planning of UAV. Electronics Optics & Control.
  347. Deyun Zhou (2005). A Simple Method for Cruise Missile Path Planning. Journal of Projectiles.Rockets.Missiles and Guidance.
  348. 马云红，周德云（2004）. 基于B样条曲线的无人机航路规划算法. 《飞行力学》.
  349. 马云红，周德云（2004）. 飞行器低空突防威胁建模与航迹优化算法. 《火力与指挥控制》.
  350. Deyun Zhou (2004). Three-Dimensional Path Planning for Aircraft. Journal of Projectiles.Rockets.Missiles and Guidance.
  351. Deyun Zhou (2004). Research on Route Planning Algorithm and Constructing Threat Modeling for Aircraft in Low Altitude Penetration. Fire Control and Command Control.
  352. 杜昌平，周德云，阳治平（2003）. 基于遗传算法的空空导弹弹道拟合方法. 《西北工业大学学报》.
  353. 冯琦，周德云，侯明善（2003）. 基于径向基函数神经网络的机载数字地图压缩方法. 《西北工业大学学报》.
  354. 杜昌平，周德云，阳治平（2002）. 激光制导炸弹弹道拟合模型与算法. 《火力与指挥控制》.
  355. 周德云，李 锋，蒲小勃，周宗锡（2002）. 基于遗传算法的飞机战术飞行动作决策. 《西北工业大学学报》.
  356. 张海，周德云，佟明安（1999）. 基于规则控制的快速高度跟踪算法. 《火力与指挥控制》.
  357. 周德云，佟明安，陈新海（1993）. 多变量广义预测控制系统的稳定性和鲁棒性. 《西北工业大学学报》.
  358. 周德云，陈新海（1993）. 广义预测控制与滚动式LQG控制关系. 《西北工业大学学报》.
  359. 周德云，陈新海，陆彦（1992）. 广义预测自适应控制及其在航天器轨道控制中的应用. 《宇航学报》.
  360. 周德云，陈新海，佟明安（1992）. 一种新的鲁棒多变量广义预测控制算法. 《控制与决策》.
  361. 周德云，佟明安，陈新海（1992）. 广义预测自适应控制器在导弹控制系统设计中应用. 《航空学报》.
  362. 周德云，陈新海（1992）. 基于CARMA模型的多变量远程预测自适应控制器. 《西北工业大学学报》.
  363. 周德云，陈新海，佟明安（1991）. 广义预测鲁棒自适应控制. 《控制与决策》.DOI
  364. 周德云，陈新海（1991）. 采用加权控制律的自适应广义预测控制器. 《控制与决策》.
  365. 陆彦，周德云（1990）. 导航/攻击系统研究. 《航空学报》.
  366. 周德云，陆彦（1989）. CCRP导航/攻击系统的精度分析. 《火力与指挥控制》.

书籍章节

  1. Peng Ju He, Deyun Zhou (2012). Finite Stage MDP Method and Algorithm for Task Allocation in UCAVS. Advances in intelligent systems and computing.DOI

研究方向

武器工业与军事技术自动化技术计算机软件及计算机应用

此主页由公开资料整理，尚未经学者本人认领。