Journal of National University of Defense Technology Publishing Language: Chinese Open Access Editor-in-Chief: Li Xiang
Home Journal of National University of Defense Technology All Issues Volume 48 Issue 4
Volume 48 Issue 4, August 2026
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PP. 1-262
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24 articles
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Intelligent Cognition and Utilization of Electromagnetic Space Resources
Open Access
Key technologies and evolutionary development of space-based constellations for electromagnetic environment sensing
Lantu Guo, Mengchen Yao, Weiqing Mu, [...], Yun Lin, Kai Yang, Minggao Zhang << Fewer
Published: 01 August 2026
2026, 48(4): 1-16
Open Access
Embodied intelligence cognition in electromagnetic spectrum space: concepts, frameworks, and key technologies
Yun Lin, Haoran Zha, Jiaying Shang, [...], Qiao Tian, Wei Wang, Lantu Guo << Fewer
Published: 01 August 2026
2026, 48(4): 17-28
Open Access
Task-driven MAC protocol for wireless ad hoc networks: architecture and reconfiguration algorithm
Xiao Yi, Qi Tang, Haitao Zhao, [...], Haijun Wang, Jiao Zhang, Weiguo Duan, Jibo Wei << Fewer
Published: 01 August 2026
2026, 48(4): 29-42
Open Access
Application of convolutional temporal fusion networks in spectrum optimization for UAV swarms
Yong Chen, Dengke Lou, Yong Chen, [...], Pengzhi Qian, Yihang Du << Fewer
Published: 01 August 2026
2026, 48(4): 43-54
Open Access
Interference avoidance beam planning method between NGSO constellation and GSO satellite
Xiang Gao, Xiujuan Yao, Ying Li, [...], Yiwei Qi, Jia Zhi, Yi Yan << Fewer
Published: 01 August 2026
2026, 48(4): 55-67
Open Access
Signal reconstruction contrastive learning method utilizing window features
Yangyang Wang, Hua Mu, Xuanda Li, [...], Kai Wang, Zhenyu Liang << Fewer
Published: 01 August 2026
2026, 48(4): 68-77
Open Access
Incremental recognition method for modulated signals driven by features and semantics
Zehui Zhang, Neng Ye, Hang Yuan, [...], Linjia Ye, Yuxuan Ling, Wenchi Li, Kai Yang << Fewer
Published: 01 August 2026
2026, 48(4): 78-88
Open Access
Software-defined resilient networking architecture for UAV swarms
Liangqi Gan, Chao Dong, Xiaojun Zhu, Wei Wang
Published: 01 August 2026
2026, 48(4): 89-96
Open Access
Multi-channel clustering algorithm with adaptive node degree difference for UAV ad hoc networks
Lidan Zhang, Haijun Wang, Jiao Zhang, [...], Dongtang Ma, Li Zhou, Jibo Wei << Fewer
Published: 01 August 2026
2026, 48(4): 97-106
Open Access
Intelligent separation method for instantaneous narrowband time-frequency aliasing signals based on diffusion generation
Jing Li, Heng Chai, Benzhou Jin, [...], Jianfeng Li, Xiaofei Zhang << Fewer
Published: 01 August 2026
2026, 48(4): 107-116
Open Access
Specific emitter identification algorithm for cross-time domain migration
Kangsheng Liu, Wenjun Yan, Limin Zhang, [...], Qing Ling, Weidong Liu, Keyuan Yu, Yi Zhang << Fewer
Published: 01 August 2026
2026, 48(4): 117-127
Operation Research and Decision-Making Driven by Data and Intelligence
Open Access
Pre-training and fine-tuning: a unified approach for solving graph combinatorial optimization problems
Tianle Pu, Bingxu Zhang, Li Zeng, [...], Chao Chen, Guangquan Cheng, Xingchen Hu, Xin Lü, Changjun Fan << Fewer
Published: 01 August 2026
2026, 48(4): 128-138
Open Access
A data-knowledge driven intelligent avoidance decision-making method for UCAVs in multi-stage air combat missions
Li Chen, Yanxiang Ling, Longfei Zhang, [...], Fengyao Zhi, Zhengzhi Lu, Junqiang Yang << Fewer
Published: 01 August 2026
2026, 48(4): 139-148
Open Access
GNN-guided approach to enhancing mixed-integer linear programming solvers
Yufan Deng, Zhilin Song, Tianle Pu, Changjun Fan
Published: 01 August 2026
2026, 48(4): 149-159
Open Access
Weapon target assignment method based on kill chain
Jie Cheng, Tianle Pu, Li Zeng, [...], Yulong Zhang, Songyan Zhu, Chao Chen, Kuihua Huang, Changjun Fan << Fewer
Published: 01 August 2026
2026, 48(4): 160-170
Open Access
Spatial-temporal normalizing flow for robust multivariate time series anomaly detection
Chaofan Dai, Qideng Tang, Wenbo Yuan, [...], Wubin Ma, Haohao Zhou, Yahui Wu << Fewer
Published: 01 August 2026
2026, 48(4): 171-180
Open Access
Incremental concept lattice construction driven by granular concept network
Jiaojiao Niu, Hai Wu, Wentao Li
Published: 01 August 2026
2026, 48(4): 181-190
Open Access
Dynamic chain of reasoning and decision: enhancing decision-making capabilities of large language models in adversarial games
Runnan Qi, Yanan Ni, Kuihua Huang, [...], Zongyuan Li, Xingxing Liang << Fewer
Published: 01 August 2026
2026, 48(4): 191-199
Open Access
Adversarial strategy generation integrating expert policies and multi-chain-of-thought reasoning
Yanan Ni, Runnan Qi, Kuihua Huang, [...], Zongyuan Li, Xingxing Liang << Fewer
Published: 01 August 2026
2026, 48(4): 200-210
Open Access
Maritime and aerial target intention recognition driven by bidirectional gated recurrent temporal networks
Tingshuai Jiang, Tianyuan Yu, Liang Bai, [...], Yanming Guo, Yirun Ruan, Yifei Yuan << Fewer
Published: 01 August 2026
2026, 48(4): 211-221
Aeronautical and Astronautical Science and Technology·Physics·Computer Science and Technology
Open Access
Analysis of the framework and key technologies of solid rocket motor digital twin system
Jingwei Gao, Zhenlian Luo, Donghui Wang
Published: 01 August 2026
2026, 48(4): 222-234
Open Access
Design and application of high-speed and high-precision single terahertz detection sensor
Xi′ang Tian, Jiacong Li, Rui Wang, Chunfeng Zhang
Published: 01 August 2026
2026, 48(4): 235-243
Open Access
Integrating semantic information in visual place recognition for intelligent autonomous navigation systems
Yao Zhu, Wenlong Niu, Xiaodong Peng, Zhen Yang
Published: 01 August 2026
2026, 48(4): 244-253
Open Access
Deep clustering algorithm with fusion selective clustering ensemble
Yue Qian, Shixin Yao, Tianjun Wu, [...], Xueyin Fang, Lingbin Zeng << Fewer
Published: 01 August 2026
2026, 48(4): 254-262