Advanced Search
Turn off MathJax
Article Contents
HUANG Haiyan, HUANG Yi, ZHANG Ning, LIANG Linlin, ZHANG Xuejun. Research on Covert Communication Transmission Scheme Combining Relay Selection and Mode Selection over Nakagami-m Fading Channels[J]. Journal of Electronics & Information Technology. doi: 10.11999/JEIT260287
Citation: HUANG Haiyan, HUANG Yi, ZHANG Ning, LIANG Linlin, ZHANG Xuejun. Research on Covert Communication Transmission Scheme Combining Relay Selection and Mode Selection over Nakagami-m Fading Channels[J]. Journal of Electronics & Information Technology. doi: 10.11999/JEIT260287

Research on Covert Communication Transmission Scheme Combining Relay Selection and Mode Selection over Nakagami-m Fading Channels

doi: 10.11999/JEIT260287 cstr: 32379.14.JEIT260287
Funds:  The National Natural Science Foundation of China (62461032 and 62001359), Lanzhou Youth Science and Technology Talent Innovation Special Project (2025-QN-071), The Key Research and Development Program of Gansu Province (25YFFA089), The Key Research and Development Project of Lanzhou Jiaotong University (ZDYF2304)
  • Received Date: 2026-03-13
  • Accepted Date: 2026-06-29
  • Rev Recd Date: 2026-05-14
  • Available Online: 2026-07-07
  •   Objective  Covert communication enhances the security of wireless communication systems by concealing both transmitted information and communication activities from unauthorized detection. However, practical wireless channels exhibit random and uncertain propagation conditions. The Nakagami-m fading channel, which can characterize a wide range of channel conditions, provides a realistic framework for evaluating the performance of covert communication. Relay-assisted transmission has attracted considerable attention because it improves transmission reliability over fading channels. Moreover, relay selection and transmission mode selection substantially affect system performance. Therefore, investigating their combined effect on covert communication over Nakagami-m fading channels is of both theoretical and practical significance for the design of next-generation secure wireless communication systems.  Methods  This paper proposes a covert communication system incorporating relay selection and transmission mode selection. The source node transmits covert information to the destination node through multiple relays, while a warden monitors transmissions from both the source and relay nodes. A friendly jammer transmits interference signals to degrade the warden’s detection capability. Four transmission schemes are considered: optimal relay selection with fixed Half-Duplex (HD) or Full-Duplex (FD) operation, optimal relay selection with random transmission mode selection, random relay selection with optimal transmission mode selection, and joint optimal relay and transmission mode selection. Closed-form expressions for the warden’s detection error probability under both HD and FD optimal relay selection are derived over Nakagami-m fading channels. Closed-form expressions for the transmission outage probability, asymptotic transmission outage probability, and covert rate are also derived for all transmission schemes. The theoretical analysis is validated through MATLAB simulations.  Results and Discussions  Simulation results demonstrate that an optimal detection threshold exists that minimizes the detection error probability (Fig. 2). As the detection threshold or jamming power increases, the warden’s ability to detect covert communication decreases, causing the detection error probability to approach one (Figs. 2 and 3). Under the same target transmission rate and high Signal-to-Noise Ratio (SNR) conditions, the joint relay and transmission mode selection scheme achieves the lowest transmission outage probability, thereby providing the highest transmission reliability (Figs. 4 and 5). At a target transmission rate of $ \text{6.5 bit/(s}\cdot \text{Hz)} $, the transmission outage probability of the joint relay and transmission mode selection scheme is 6.9% lower than that of the FD transmission scheme (Fig. 4). As the transmit power and the number of relays increase, the covert rate gradually approaches a constant value. Among all transmission schemes, the joint relay and transmission mode selection scheme consistently achieves the highest covert rate (Figs. 6 and 7).  Conclusions  This paper proposes a covert communication system based on relay selection and transmission mode selection over Nakagami-m fading channels. Closed-form expressions for the warden’s detection error probability and the system’s transmission outage probability are derived under different relay selection and transmission mode selection strategies. The asymptotic transmission outage probability and covert rate are then analyzed. Simulation results show that increasing the detection threshold or jamming power weakens the warden’s ability to detect covert communication, causing the detection error probability to approach one. Under identical target transmission rates and high SNR conditions, the joint relay and transmission mode selection scheme achieves the lowest transmission outage probability. These results indicate that appropriate relay selection and transmission mode selection not only reduce the warden’s detection capability and protect covert communication, but also improve both transmission reliability and covertness. Future work will consider practical factors, including imperfect channel state information, residual self-interference, and incomplete knowledge of the warden’s channel.
  • loading
  • [1]
    CHEN Xinying, AN Jianping, XIONG Zehui, et al. Covert communications: A comprehensive survey[J]. IEEE Communications Surveys & Tutorials, 2023, 25(2): 1173–1198. doi: 10.1109/COMST.2023.3263921.
    [2]
    NAEEM F, ALI M, KADDOUM G, et al. Security and privacy for reconfigurable intelligent surface in 6G: A review of prospective applications and challenges[J]. IEEE Open Journal of the Communications Society, 2023, 4: 1196–1217. doi: 10.1109/OJCOMS.2023.3273507.
    [3]
    吕璐, 郑彭玮, 杨龙, 等. 智能超表面赋能的D2D隐蔽通信策略研究[J]. 电子与信息学报, 2025, 47(7): 2023-2035. doi: 10.11999/JEIT250045.

    LV Lu, ZHENG Pengwei, YANG Long, et al. Reconfigurable Intelligent Surface-empowered Covert Communication Strategies for D2D Systems[J]. Journal of Electronics & Information Technology, 2025, 47(7): 2023-2035. doi: 10.11999/JEIT250045.
    [4]
    杨龙, 郭建道, 周雨晨, 等. 无人机干扰辅助的反隐蔽通信方案研究[J]. 移动通信, 2025, 49(9): 130–137. doi: 10.3969/j.issn.1006-1010.20250628-0001.

    YANG Long, GUO Jiandao, ZHOU Yuchen, et al. Research on UAV jamming-assisted counter covert communication scheme[J]. Mobile Communications, 2025, 49(9): 130–137. doi: 10.3969/j.issn.1006-1010.20250628-0001.
    [5]
    HUANG Gaojian, LEI Yuxin, LI Xingwang, et al. Joint covert and secure communication for SWIPT-assisted CNOMA systems[J]. IEEE Internet of Things Journal, 2025, 12(12): 20406–20419. doi: 10.1109/JIOT.2025.3543573.
    [6]
    周涛, 许魁, 夏晓晨, 等. 具有可移动阵元的同时透射和反射可重构智能超表面辅助隐蔽通感一体系统: 联合主动和柔性被动波束成形优化[J]. 电子与信息学报, 2025, 47(4): 991–1003. doi: 10.11999/JEIT240601.

    ZHOU Tao, XU Kui, XIA Xiaochen, et al. Movable-element simultaneously transmitting and reflecting reconfigurable intelligent surface-assisted integrated sensing and covert communication system: Joint active and flexible passive beamforming design[J]. Journal of Electronics & Information Technology, 2025, 47(4): 991–1003. doi: 10.11999/JEIT240601.
    [7]
    LIANG Yuting, HUANG Kewen, YANG Liang, et al. Covert communications for active STAR-RIS-aided RSMA systems with hardware impairments[J]. IEEE Transactions on Intelligent Transportation Systems, 2025, 26(7): 10036–10047. doi: 10.1109/TITS.2025.3542808.
    [8]
    GAO Chan, YANG Bin, ZHENG Dong, et al. Cooperative jamming and relay selection for covert communications in wireless relay systems[J]. IEEE Transactions on Communications, 2024, 72(2): 1020–1032. doi: 10.1109/TCOMM.2023.3327272.
    [9]
    WANG Manlin, XIA Bin, XU Zhen, et al. Performance analysis and optimization for coordinated direct and relay covert transmission with multiantenna warder[J]. IEEE Internet of Things Journal, 2023, 10(15): 13414–13427. doi: 10.1109/JIOT.2023.3263265.
    [10]
    MOON J. Performance comparison of relay-based covert communications: DF, CF and AF[J]. Sensors, 2023, 23(21): 8747. doi: 10.3390/s23218747.
    [11]
    LI Meng, TAO Xiaofeng, WU Huici, et al. Joint trajectory and resource optimization for covert communication in UAV-enabled relaying systems[J]. IEEE Transactions on Vehicular Technology, 2023, 72(4): 5518–5523. doi: 10.1109/TVT.2022.3225508.
    [12]
    JIAO Linhang, ZHANG Ran, LIU Mingqian, et al. Placement optimization of UAV relaying for covert communication[J]. IEEE Transactions on Vehicular Technology, 2022, 71(11): 12327–12332. doi: 10.1109/TVT.2022.3190677.
    [13]
    LIN Menghan, LIU Chaowen, and WANG Wenjie. Relay-assisted uplink covert communication in the presence of multi-antenna warden and uninformed jamming[J]. IEEE Transactions on Communications, 2024, 72(4): 2124–2137. doi: 10.1109/TCOMM.2023.3342213.
    [14]
    SU Yinjie, SUN Hongjian, ZHANG Zhenkai, et al. Covert communication with relay selection[J]. IEEE Wireless Communications Letters, 2021, 10(2): 421–425. doi: 10.1109/LWC.2020.3033786.
    [15]
    ZHAO Qiuxia, GAO Chan, ZHENG Dong, et al. Covert communication in a multirelay-assisted wireless network with an active warden[J]. IEEE Internet of Things Journal, 2024, 11(9): 16450–16460. doi: 10.1109/JIOT.2024.3353833.
    [16]
    YU Xian, YAN Shihao, HU Jinsong, et al. On relaying strategies in multi-hop covert wireless communications[C]. 2022-IEEE International Conference on Communications, Seoul, South Korea, 2022: 666–672. doi: 10.1109/ICC45855.2022.9838514.
    [17]
    LIU Yan, WU Huihui, SU Wei, et al. Joint relay and mode selection for covert communication in wireless relay systems[J]. IEEE Transactions on Communications, 2025, 73(6): 4553–4569. doi: 10.1109/TCOMM.2024.3511696.
    [18]
    LIU Yan, WU Huihui, and JIANG Xiaohong. Joint selection of FD/HD and AF/DF for covert communication in two-hop relay systems[J]. Ad Hoc Networks, 2023, 148: 103207. doi: 10.1016/j.adhoc.2023.103207.
    [19]
    CAN M and ALTUNBAS I. Outage probability analysis of rate-splitting multiple-access-based hybrid satellite–terrestrial relay network with relay selection[J]. IEEE Transactions on Aerospace and Electronic Systems, 2023, 59(5): 6508–6517. doi: 10.1109/TAES.2023.3276343.
    [20]
    SHAHZAD K, ZHOU Xiangyun, YAN Shihao, et al. Achieving covert wireless communications using a full-duplex receiver[J]. IEEE Transactions on Wireless Communications, 2018, 17(12): 8517–8530. doi: 10.1109/TWC.2018.2878014.
    [21]
    李兴旺, 田志发, 张建华, 等. IRS辅助NOMA网络下隐蔽通信性能研究[J]. 中国科学: 信息科学, 2024, 54(6): 1502–1515. doi: 10.1360/SSI-2023-0174.

    LI Xingwang, TIAN Zhifa, ZHANG Jianhua, et al. Performance analysis of covert communication in IRS-assisted NOMA networks[J]. Scientia Sinica: Informationis, 2024, 54(6): 1502–1515. doi: 10.1360/SSI-2023-0174.
    [22]
    刘学敏, 钱玉文, 宋耀良, 等. 一种基于无人机与智能反射面的隐蔽通信系统研究[J]. 电子与信息学报, 2025, 47(2): 386-396. doi: 10.11999/JEIT240663.

    LIU Xuemin, QIAN Yuwen, SONG Yaoliang, et al. An Intelligent Reflecting Surface Assisted Covert CommunicationSystem with a Cooperative Unmanned Aerial Vehicle[J]. Journal of Electronics & Information Technology, 2025, 47(2): 386-396. doi: 10.11999/JEIT240663.
    [23]
    RIIHONEN T, WERNER S, and WICHMAN R. Hybrid full-duplex/half-duplex relaying with transmit power adaptation[J]. IEEE Transactions on Wireless Communications, 2011, 10(9): 3074–3085. doi: 10.1109/TWC.2011.071411.102266.
    [24]
    CHEN Xinying, SHENG Min, ZHAO Nan, et al. UAV-relayed covert communication towards a flying warden[J]. IEEE Transactions on Communications, 2021, 69(11): 7659–7672. doi: 10.1109/TCOMM.2021.3106354.
    [25]
    NGUYEN S Q, LE C B, and VAN NGUYEN M. Covert communication and physical layer security in hybrid power-frequency multiple access with friendly jamming: Performance analysis and deep learning evaluation[J]. IEEE Internet of Things Journal, 2026, 13(11): 23443–23457. doi: 10.1109/JIOT.2026.3671600.
    [26]
    叶迎晖, 田雨佳, 卢光跃, 等. 基于能量收集的互惠共生无线电中断性能分析[J]. 电子与信息学报, 2023, 45(7): 2350–2357. doi: 10.11999/JEIT220778.

    YE Yinghui, TIAN Yujia, LU Guangyue, et al. Outage performance of commensal symbiotic radio based on energy harvesting[J]. Journal of Electronics & Information Technology, 2023, 45(7): 2350–2357. doi: 10.11999/JEIT220778.
    [27]
    LUO Yongfu, WU Yi, and YANG Liang. Covert communication and physical layer security of RS-aided wireless communication systems over α-η-κ-μ fading channels[J]. IEEE Transactions on Vehicular Technology, 2025, 74(1): 1800–1805. doi: 10.1109/TVT.2024.3466569.
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Figures(7)

    Article Metrics

    Article views (213) PDF downloads(18) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return