Advanced Search
Turn off MathJax
Article Contents
JIANG Jinbing, SHU Feng, ZHENG Weihai, DENG Bin, LI Maolin, BAI Jiatong, WANG Yan, JIANG Hao, WANG Jiangzhou. Rotatable-Antenna-Array-Enhanced Direction Sensing for Low-Altitude Communication Networks: Method and Performance Analysis[J]. Journal of Electronics & Information Technology. doi: 10.11999/JEIT260580
Citation: JIANG Jinbing, SHU Feng, ZHENG Weihai, DENG Bin, LI Maolin, BAI Jiatong, WANG Yan, JIANG Hao, WANG Jiangzhou. Rotatable-Antenna-Array-Enhanced Direction Sensing for Low-Altitude Communication Networks: Method and Performance Analysis[J]. Journal of Electronics & Information Technology. doi: 10.11999/JEIT260580

Rotatable-Antenna-Array-Enhanced Direction Sensing for Low-Altitude Communication Networks: Method and Performance Analysis

doi: 10.11999/JEIT260580 cstr: 32379.14.JEIT260580
Funds:  Hainan Provincial Natural Science Foundation of China (626ZD0993, 526QN0542, 626QN0553), Hainan Province Science and Technology Special Fund (ZDYF2024GXJS292), The National Natural Science Foundation of China (U22A2002), National Key Research and Development Program of China under Grant (2023YFF0612900)
  • Accepted Date: 2026-09-14
  • Rev Recd Date: 2026-09-14
  • Available Online: 2026-09-19
  •   Objective  In practical multi-antenna receiving systems, antenna elements usually exhibit anisotropic radiation patterns. However, the impact of such pattern characteristics on direction sensing remains insufficiently explored in both academia and industry. Particularly in extreme scenarios, when the emitter direction significantly deviates from the array boresight or is close to a null of the antenna pattern, the received signal power at the array will be seriously attenuated. Consequently, traditional fixed antenna arrays struggle to meet the dynamic sensing and coverage demands of low-altitude networks. To address this issue, a rotatable antenna array system is developed by accounting for the directional radiation pattern of each antenna element. This research offers a solution for high-precision Direction of Arrival (DOA) estimation of Unmanned Aerial Vehicles (UAVs).  Methods  To achieve high-precision direction sensing, a Recursive Rotation Root-MUltiple SIgnal Classification (RR-Root-MUSIC) algorithm based on a rotatable array architecture is proposed. Specifically, the Root-MUSIC method is first utilized to obtain an initial DOA estimate of the target. Subsequently, the array is rotated toward this estimated direction, and the Root-MUSIC algorithm is applied once more to obtain an updated estimate. This sensing-rotation-resensing loop is repeated iteratively until the difference between adjacent estimates falls below a predefined convergence threshold. Furthermore, to evaluate the performance of the algorithm, the closed-form Cramér-Rao Lower Bound (CRLB) accounting for the directional antenna gain is derived as a theoretical benchmark.  Results and Discussions  To evaluate the proposed RR-Root-MUSIC algorithm, its sensing performance is compared with the derived CRLB under various Signal-to-Noise Ratios (SNRs) and incident angles. Simulation results demonstrate that the proposed method achieves a convergence probability of at least 99.8%, and the required number of iterations decreases as the SNR increases (Figs. 4-6). When the target direction significantly deviates from the array boresight, the proposed method effectively improves the subsequent observation conditions through iterative array rotation. Additional simulations using a non-ideal microstrip patch antenna pattern show that the proposed method maintains relatively stable estimation performance under antenna-pattern variations (Fig. 7). Along the considered UAV flight trajectories, the estimation error remains low and varies smoothly, indicating that array-orientation adjustment can mitigate the effect of UAV position variations on direction-sensing performance (Fig. 8).  Conclusions  This paper develops a rotatable antenna array system for direction sensing of a single UAV in low-altitude communication networks. Based on a sensing-rotation-resensing process, the proposed RR-Root-MUSIC method iteratively adjusts the array orientation according to the current DOA estimate, thereby improving the subsequent observation conditions. Simulation results show that the proposed method alleviates the DOA estimation performance degradation caused by directional-gain attenuation, especially when the target direction significantly deviates from the array boresight. Additional simulations using a non-ideal microstrip patch antenna pattern further verify the effectiveness of the proposed method under the considered non-ideal antenna pattern. The proposed method also exhibits stable convergence performance and maintains relatively low estimation errors along the considered UAV trajectories. These results indicate that rotatable antenna arrays provide a promising approach for low-altitude UAV direction sensing.
  • loading
  • [1]
    陈新颖, 盛敏, 李博, 等. 面向6G的无人机通信综述[J]. 电子与信息学报, 2022, 44(3): 781–789. doi: 10.11999/JEIT210789.

    CHEN Xinying, SHENG Min, LI Bo, et al. Survey on unmanned aerial vehicle communications for 6G[J]. Journal of Electronics & Information Technology, 2022, 44(3): 781–789. doi: 10.11999/JEIT210789.
    [2]
    卢为党, 冯凯, 丁雨, 等. 基于无人机辅助联邦边缘学习通信系统的安全隐私能效研究[J]. 电子与信息学报, 2025, 47(5): 1322–1331. doi: 10.11999/JEIT240847.

    LU Weidang, FENG Kai, DING Yu, et al. Research on security, privacy, and energy efficiency in unmanned aerial vehicle-assisted federal edge learning communication systems[J]. Journal of Electronics & Information Technology, 2025, 47(5): 1322–1331. doi: 10.11999/JEIT240847.
    [3]
    束锋, 吴肖敏, 尤肖虎, 等. 基于方向调制的物理层安全无线传输原理、关键技术与未来应用[J]. 中国科学: 信息科学, 2017, 47(9): 1209–1225. doi: 10.1360/N112016-00280.

    SHU Feng, WU Xiaomin, YOU Xiaohu, et al. Directional modulation-based secure wireless transmission: Basic principles, key techniques, and applications[J]. Scientia Sinica Informationis, 2017, 47(9): 1209–1225. doi: 10.1360/N112016-00280.
    [4]
    SHU Feng, SHI Baihua, CHEN Yiwen, et al. A new heterogeneous hybrid massive MIMO receiver with an intrinsic ability of removing phase ambiguity of DOA estimation via machine learning[J]. IEEE Transactions on Machine Learning in Communications and Networking, 2025, 3: 17–29. doi: 10.1109/TMLCN.2024.3506874.
    [5]
    BAI Jiatong, SHU Feng, ZHOU Fuhui, et al. Co-learning-aided multi-modal-deep-learning framework of passive DOA estimators for a heterogeneous hybrid massive MIMO receiver[J]. IEEE Journal of Selected Topics in Signal Processing, 2025, 19(7): 1448–1460. doi: 10.1109/JSTSP.2025.3626260.
    [6]
    WEN Fangqing, ZHANG Zhe, SUN Hang, et al. 2D-DOA estimation auxiliary localization of anonymous UAV using EMVS-MIMO radar[J]. IEEE Internet of Things Journal, 2024, 11(9): 16255–16266. doi: 10.1109/JIOT.2024.3351136.
    [7]
    ZANDAMELA A, MARCHETTI N, AMMANN M J, et al. A dual-band planar antenna for angle-of-arrival estimation in on-body IoT devices[J]. IEEE Internet of Things Journal, 2025, 12(13): 23921–23932. doi: 10.1109/JIOT.2025.3554738.
    [8]
    SARRAZIN J, WANG Yide, and VALERIO G. Direction-of-arrival estimation with multibeam leaky wave antennas[J]. IEEE Transactions on Antennas and Propagation, 2026, 74(7): 6188–6198. doi: 10.1109/TAP.2026.3686586.
    [9]
    ZHENG Beixiong, WU Qingjie, MA Tiantian, et al. Rotatable antenna-enabled wireless communication: Modeling and optimization[J]. IEEE Transactions on Communications, 2026, 74: 6825–6842. doi: 10.1109/TCOMM.2026.3672230.
    [10]
    NEW W K, WONG K K, WANG Chao, et al. Fluid antenna systems: Redefining reconfigurable wireless communications[J]. IEEE Journal on Selected Areas in Communications, 2026, 44: 1013–1044. doi: 10.1109/JSAC.2025.3632097.
    [11]
    CHEN Kangjian, QI Chenhao, HONG Yujing, et al. REMAA: Reconfigurable pixel antenna-based electronic movable-antenna arrays for multiuser communications[J]. IEEE Transactions on Communications, 2025, 73(11): 12913–12928. doi: 10.1109/TCOMM.2025.3592593.
    [12]
    李振东, 巴建乐, 苏洲, 等. 可移动天线赋能的ISAC系统中波束赋形与天线位置联合优化[J]. 电子与信息学报, 2025, 47(10): 3482–3491. doi: 10.11999/JEIT250146.

    LI Zhendong, BA Jianle, SU Zhou, et al. Joint beamforming and antenna position optimization in movable antenna empowered ISAC systems[J]. Journal of Electronics & Information Technology, 2025, 47(10): 3482–3491. doi: 10.11999/JEIT250146.
    [13]
    ZHANG Zijian, ZHU Jieao, DAI Linglong, et al. Successive Bayesian reconstructor for channel estimation in fluid antenna systems[J]. IEEE Transactions on Wireless Communications, 2025, 24(3): 1992–2006. doi: 10.1109/TWC.2024.3515135.
    [14]
    REN Jiaji, TIAN Ye, WU Tuo, et al. Fluid-antenna array enabled DOA estimation for the hybrid analog-digital architecture with unknown nonuniform noise[C]. 2025 33rd European Signal Processing Conference, Palermo, Italy, 2025: 1447–1451. doi: 10.23919/EUSIPCO63237.2025.11226580.
    [15]
    ZHANG Ruoyu, CHENG Lei, ZHANG Wei, et al. Channel estimation for movable-antenna MIMO systems via tensor decomposition[J]. IEEE Wireless Communications Letters, 2024, 13(11): 3089–3093. doi: 10.1109/LWC.2024.3450592.
    [16]
    SHAO Xiaodan, ZHANG Rui, and SCHOBER R. Exploiting six-dimensional movable antenna for wireless sensing[J]. IEEE Wireless Communications Letters, 2025, 14(2): 265–269. doi: 10.1109/LWC.2024.3487966.
    [17]
    ZHENG Beixiong, MA Tiantian, YOU Changsheng, et al. Rotatable antenna enabled wireless communication and sensing: Opportunities and challenges[J]. IEEE Wireless Communications, 2026, 33(3): 134–141. doi: 10.1109/MWC.2025.3611919.
    [18]
    WU Qingjie, ZHENG Beixiong, MA Tiantian, et al. Modeling and optimization for rotatable antenna enabled wireless communication[C]. ICC 2025 - IEEE International Conference on Communications, Montreal, Canada, 2025: 1055–1060. doi: 10.1109/ICC52391.2025.11161853.
    [19]
    ZHANG Xuzhong, XIANG Lin, WANG Jiaheng, et al. Rotatable antenna array enabled UAV mmWave massive MIMO communication[J]. IEEE Transactions on Communications, 2026, 74: 1219–1236. doi: 10.1109/TCOMM.2025.3622962.
    [20]
    DAI Liang, ZHENG Beixiong, WU Qingjie, et al. Rotatable antenna-enabled secure wireless communication[J]. IEEE Wireless Communications Letters, 2025, 14(11): 3440–3444. doi: 10.1109/LWC.2025.3593258.
    [21]
    WANG Anding, LIU Lingjia, and ZHANG Jianzhong. Low complexity direction of arrival (DoA) estimation for 2D massive MIMO systems[C]. 2012 IEEE Globecom Workshops, Anaheim, USA, 2012: 703–707. doi: 10.1109/GLOCOMW.2012.6477660.
  • 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(8)  / Tables(1)

    Article Metrics

    Article views (32) PDF downloads(2) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return