Robust Ultra-Wideband Direction Finding in Dense Cluttered Environments

被引:2
|
作者
Luo, Yanjia [1 ]
Law, Choi Look [1 ]
机构
[1] Nanyang Technol Univ, INFINITUS Ctr, EEE, Singapore 639798, Singapore
关键词
AOA; dense multipath; IEEE; 802.15.4a; TOA; UWB-IR; SIGNALS; LOCALIZATION; MULTIPATH; TOA;
D O I
10.1109/TWC.2015.2425880
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Ultra-wideband impulse radio (UWB-IR) exhibits good immunity to the multipath in dense cluttered environments because of its high temporal resolution. However, UWB-IR source direction finding is more challenging due to the frequency-selective distortion. Furthermore, the multipath interferences in both far-field and near-field regions affect the direct path resolution. This paper presents a robust solution for direction finding using UWB-IR in the presence of far-field and near-field multipath components overlapping with the direct path signal. An alternating projection (AP) method is proposed to separate the multiple interfering plane waves for better angle-of-arrival (AOA) estimation accuracy based on the signal subspace of UWB discrete Fourier transform (DFT). Detection of the number of plane waves is suggested before AOA estimation for fast computational convergence. Compared to the MUSIC algorithm based on IEEE 802.15.4a channel simulation, the AP has average root mean square error (RMSE) of less than 2.3 degrees while the MUSIC has poorer RMSE of 22.6 degrees in angular resolution when the signal-to-noise ratio (SNR) ranges from 41 dB to 15 dB. The AP is also found to perform well in the presence of strong multipath overlapping with the direct path with AOA average RMSE error of less than 3.4 degrees.
引用
收藏
页码:4772 / 4782
页数:11
相关论文
共 50 条
  • [21] A Robust Unscented Kalman Filter applied to Ultra-wideband Positioning
    Wang, Chuanyang
    Ning, Yipeng
    Li, Xin
    Li, Haobo
    INTERNATIONAL JOURNAL OF IMAGE AND DATA FUSION, 2020, 11 (04) : 308 - 330
  • [22] Conformal antenna array for ultra-wideband direction-of-arrival estimation
    Liberal, Inigo
    Caratelli, Diego
    Yarovoy, Alexander
    INTERNATIONAL JOURNAL OF MICROWAVE AND WIRELESS TECHNOLOGIES, 2011, 3 (04) : 439 - 450
  • [23] Ultra-wideband performance in a dense multipath environment with time and spatial diversity
    Angelico, Bruno A.
    Jeszensky, Paul Jean E.
    Heringer, Lisiane C.
    Abrao, Taufik
    2007 PROCEEDINGS OF THE 16TH IST MOBILE AND WIRELESS COMMUNICATIONS, VOLS 1-3, 2007, : 1121 - +
  • [24] Timing acquisition with noisy template for ultra-wideband communications in dense multipath
    Tian, Z
    Wu, L
    EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING, 2005, 2005 (03) : 439 - 454
  • [25] Direction-of-arrival estimation for ultra-wideband EM pulses with an interferometry
    Morimoto, T
    Hirata, A
    Kawasaki, Z
    Shiozawa, T
    MICROWAVE AND OPTICAL TECHNOLOGY LETTERS, 2003, 37 (01) : 17 - 18
  • [26] Direction-Aided Indoor Positioning Leveraging Ultra-Wideband Radio
    Diallo, Mamadou Lamarana
    Courtay, Antoine
    Le Gentil, Mickael
    Berder, Olivier
    2019 IEEE 90TH VEHICULAR TECHNOLOGY CONFERENCE (VTC2019-FALL), 2019,
  • [27] Direction-of-Arrival Estimation for Arbitrary Array Configurations in Ultra-Wideband
    Si, Weijian
    Wan, Liangtian
    Liu, Lutao
    Tian, Zuoxi
    Li, Li
    PROCEEDINGS OF THE 2012 SECOND INTERNATIONAL CONFERENCE ON INSTRUMENTATION & MEASUREMENT, COMPUTER, COMMUNICATION AND CONTROL (IMCCC 2012), 2012, : 234 - 237
  • [28] Ultra-wideband arrays
    Dover, RT
    Irion, J
    McGrath, DT
    Schuneman, N
    IEEE INTERNATIONAL SYMPOSIUM ON PHASED ARRAY SYSTEMS AND TECHNOLOGY 2003, 2003, : 387 - 392
  • [29] Ultra-wideband systems
    Yarovoy, A
    33RD EUROPEAN MICROWAVE CONFERENCE, VOLS 1-3, CONFERENCE PROCEEDINGS, 2003, : 597 - 600
  • [30] Ultra-wideband communications
    Yang, LQ
    Giannakis, GB
    IEEE SIGNAL PROCESSING MAGAZINE, 2004, 21 (06) : 26 - 54