-
Advanced Search

Citation: Song LIU, Yucai PANG. Efficient Augmented ESPRIT-based Direction-of-Arrival Estimation Algorithm for Random Arrays[J]. Journal of Electronics and Information Technology, ;2019, 41(6): 1324-1329. doi: 10.11999/JEIT180672 shu

Efficient Augmented ESPRIT-based Direction-of-Arrival Estimation Algorithm for Random Arrays

  • Corresponding author: Yucai PANG, pangyc@cqupt.edu.cn
  • Received Date: 2018-07-06
    Accepted Date: 2019-01-15
    Available Online: 2019-06-01

Figures(6)

  • As for super resolution Direction-of-Arrival (DoA) estimation with random arrays, it is still challenged to obtain efficient and statistically unbiased estimates. Based on Augmented Estimation of Signal Parameters via Rotational Invariance Techniques (AESPRIT), an efficient DoA estimation algorithm is proposed for random arrays. AESPRIT is modified with a closed loop structure; Array Interpolation Technique (AIT) is utilized to provide the initial phase compensation angles to the loop. Therefore, the final DoA estimates can be calculated efficiently and accurately through iteration. The proposed algorithm gives algebraic solution directly and has low computational complexity. At the same time, the results are statistically unbiased because no manifold mapping or mode truncation error is introduced. Simulations verify the effectiveness of the proposed algorithm.
  • 加载中
    1. [1]

      MELVIN W L and SCHEER J A. Principles of Modern Radar, Vol II: Advanced Techniques[M]. Edison, USA: SciTech Publishing, 2013: 656–658.

    2. [2]

      LI Jun, LIN Qiuhua, KANG Chunyu, et al. DOA estimation for underwater wideband weak targets based on coherent signal subspace and compressed sensing[J]. Sensors, 2018, 18(3): E902. doi: 10.3390/s18030902

    3. [3]

      张平, 陶运铮, 张治. 5G若干关键技术评述[J]. 通信学报, 2016, 37(7): 15–29.
      ZHANG Ping, TAO Yunzheng, and ZHANG Zhi. Survey of several key technologies for 5G[J]. Journal on Communications, 2016, 37(7): 15–29.

    4. [4]

      JIN Yanhan, ZOU Yuexian, and RITZ C H. Robust speaker DOA estimation based on the inter-sensor data ratio model and binary mask estimation in the bispectrum domain[C]. Proceedings of 2017 IEEE International Conference on Acoustics, Speech and Signal Processing, New Orleans, USA, 2017: 3266–3270.

    5. [5]

      XIA Z, BRENNAN N, CHAMBERLAND J F, et al. Real-time and near-real-time acquisition systems for measuring aliasing in small arrays based on crystal microstructures[C]. Proceedings of 2013 IEEE Radio and Wireless Symposium, Texas, USA, 2013: 64–66.

    6. [6]

      FLIELLER A, LARZABAL P, and CLERGEOT H. Study of ambiguities in array manifold: a general framework[C]. Proceedings of the 8th Workshop on Statistical Signal and Array Processing, Corfu, Greece, 1996: 574–577.

    7. [7]

      GAZZAH H, DELMAS J P, and LARSYS S M J. Direction-finding arrays of directional sensors for randomly located sources[J]. IEEE Transactions on Aerospace and Electronic Systems, 2016, 52(4): 1995–2003. doi: 10.1109/TAES.2016.150655

    8. [8]

      VAN TREES H L. Optimum Array Processing: Part IV of Detection, Estimation and Modulation Theory[M]. New York, USA: Wiley-Interscience, 2002: 922–924.

    9. [9]

      SCHMIDT R. Multiple emitter location and signal parameter estimation[J]. IEEE Transactions on Antennas and Propagation, 1986, 34(3): 276–280. doi: 10.1109/TAP.1986.1143830

    10. [10]

      ROY R and KAILATH T. ESPRIT-estimation of signal parameters via rotational invariance techniques[J]. IEEE Transactions on Acoustics, Speech, and Signal Processing, 1989, 37(7): 984–995. doi: 10.1109/29.32276

    11. [11]

      YAN Fenggang, JIN Ming, LIU Shuai, et al. Real-valued MUSIC for efficient direction estimation with arbitrary array geometries[J]. IEEE Transactions on Signal Processing, 2014, 62(6): 1548–1560. doi: 10.1109/TSP.2014.2298384

    12. [12]

      LIU Guohong, CHEN Hong, SUN Xiaoying, et al. Modified MUSIC algorithm for DOA estimation with Nyström approximation[J]. IEEE Sensors Journal, 2016, 16(12): 4673–4674. doi: 10.1109/JSEN.2016.2557488

    13. [13]

      WEISS A J and GAVISH M. Direction finding using ESPRIT with interpolated arrays[J]. IEEE Transactions on Signal Processing, 1991, 39(6): 1473–1478. doi: 10.1109/78.136564

    14. [14]

      BELLONI F, RICHTER A, and KOIVUNEN V. DoA estimation via manifold separation for arbitrary array structures[J]. IEEE Transactions on Signal Processing, 2007, 55(10): 4800–4810. doi: 10.1109/TSP.2007.896115

    15. [15]

      HUA Guang, WU Jiudong, ZHU Xicheng, et al. Efficient two-dimensional direction finding via auxiliary-variable manifold separation technique for arbitrary array structure[J]. Mathematical Problems in Engineering, 2015, 2015: 740513. doi: 10.1155/2015/740513

    16. [16]

      LIU Song, ZHANG Gang, WENG Mingjiang, et al. Unified ESPRIT spatial spectrum for Direction-of-Arrival estimation with an arbitrary sparse array[C]. Proceedings of the 2016 IEEE 13th International Conference on Signal Processing, Chengdu, China, 2016: 457–461.

  • 加载中
    1. [1]

      Yilin WANGShilong MANan ZOUGuolong LIANG . Detection of Unknown Line-spectrum Underwater Target Using Space-time Processing. Journal of Electronics and Information Technology, 2019, 41(7): 1682-1689. doi: 10.11999/JEIT180796

    2. [2]

      Jie PANShuai WANGDaojing LIXiaochun LU . A Channel Phase Error Compensation Method for Space Borne Array SAR Based on Antenna Pattern and Doppler Correlation Coefficient. Journal of Electronics and Information Technology, 2019, 41(7): 1758-1765. doi: 10.11999/JEIT181061

    3. [3]

      Shanhong HEMengqian JILiangyu XIEJin FANChong FAN . A Fast and Stable Design Method for Dense Focal Plane Array Feed. Journal of Electronics and Information Technology, 2019, 41(0): 1-9. doi: 10.11999/JEIT190026

    4. [4]

      Lu LUMeiguo GAO . A Satellite Calibration Method for the Baseline Coordinate and Phase Difference of Distributed Radar Array. Journal of Electronics and Information Technology, 2019, 41(0): 1-7. doi: 10.11999/JEIT181152

    5. [5]

      Yang ZHOUTianqi ZHANG . Blind Estimation of the Pseudo Noise Sequence and Information Sequence for Short Code Synchronous and Asynchronous DS-CDMA Signal. Journal of Electronics and Information Technology, 2019, 41(7): 1540-1547. doi: 10.11999/JEIT180812

    6. [6]

      Ying JIANGBingqie WANGJun HANYi HE . Underdetermined Wideband DOA Estimation Based on Distributed Compressive Sensing. Journal of Electronics and Information Technology, 2019, 41(7): 1690-1697. doi: 10.11999/JEIT180723

    7. [7]

      Guangkai LIUHoude QUANHuixian SUNPeizhang CUIKuo CHIShaolin YAO . Stochastic Resonance Detection Method for the Dual-Sequence Frequency Hopping Signal under Extremely Low Signal-to-Noise Radio. Journal of Electronics and Information Technology, 2019, 41(0): 1-8. doi: 10.11999/JEIT190157

    8. [8]

      Hai LIYijing LIRenbiao WU . Generalized Adjacent Multi-beam Adaptive Processing Based Low-altitude Wind-shear Wind Speed Estimation under Aircraft Yawing. Journal of Electronics and Information Technology, 2019, 41(7): 1728-1734. doi: 10.11999/JEIT180758

    9. [9]

      Changyu HULing WANGDongqiang ZHU . Sparse ISAR Imaging Exploiting Dictionary Learning. Journal of Electronics and Information Technology, 2019, 41(7): 1735-1742. doi: 10.11999/JEIT180747

    10. [10]

      Nan SUFengzhou DAIHongwei LIU . Micro-motion Characteristic Analysis and Parameters Estimation for Blunt-nosed Chamfered Cone Based on HRRP Sequence. Journal of Electronics and Information Technology, 2019, 41(7): 1751-1757. doi: 10.11999/JEIT180520

    11. [11]

      Zhen DAIPingbo WANGHongkai Wei . Signal Detection Based on Sigmoid Function in Non-Gaussian Noise. Journal of Electronics and Information Technology, 2019, 41(0): 1-6. doi: 10.11999/JEIT190012

    12. [12]

      Xinhua LUCarles Navarro MANCHÓNZhongyong WANGChuanzong ZHANG . Channel Estimation Algorithm Using Temporal-Spatial Structure for Up-Link of Massive MIMO Systems. Journal of Electronics and Information Technology, 2019, 41(0): 1-7. doi: 10.11999/JEIT180676

    13. [13]

      Huan ZHANGHong LEI . An Error Bound of Signal Recovery for Penalized Programs in Linear Inverse Problems. Journal of Electronics and Information Technology, 2019, 41(0): 1-6. doi: 10.11999/JEIT181125

    14. [14]

      Yang LIWeitao ZHANGShuntian LOU . Deep Convolution Blind Separation of Acoustic Signals Based on Joint Diagonalization. Journal of Electronics and Information Technology, 2019, 41(0): 1-6. doi: 10.11999/JEIT190067

    15. [15]

      Fei WANGShichao WUShaolin LIUYahui ZHANGYing WEI . Driver Fatigue Detection Through Deep Transfer Learning in an Electroencephalogram-based System. Journal of Electronics and Information Technology, 2019, 41(0): 1-9. doi: 10.11999/JEIT180900

    16. [16]

      Yongwei LIWenchong XIE . A Novel Clutter Spectrum Compensation Method for End-fire Array Airborne Radar Based on Space-time Interpolation. Journal of Electronics and Information Technology, 2019, 41(0): 1-8. doi: 10.11999/JEIT181131

    17. [17]

      Yiwei PANHua PENGTianyun LIWenya WANG . A Novel Radiometric Signature of Time-Division Multiple Access Signals and Its Application to Specific Emitter Identification. Journal of Electronics and Information Technology, 2019, 41(0): 1-8. doi: 10.11999/JEIT190163

    18. [18]

      Shibao LIShengzhi WANGJianhang LIUTingpei HUANGXin ZHANG . Semi-supervised Indoor Fingerprint Database Construction Method Based on the Nonhomogeneous Distribution Characteristic of Received Signal Strength. Journal of Electronics and Information Technology, 2019, 41(0): 1-8. doi: 10.11999/JEIT180599

    19. [19]

      Baoqing XUYongbo ZHAOXiaojiao PANG . Joint Real-valued Beamspace-based Method for Angle Estimation in Bistatic MIMO Radar. Journal of Electronics and Information Technology, 2019, 41(7): 1721-1727. doi: 10.11999/JEIT180766

    20. [20]

      Ningning QINLei JINJian XUFan XULe YANG . Neighbor Information Constrained Node Scheduling in Stochastic Heterogeneous Wireless Sensor Networks. Journal of Electronics and Information Technology, 2019, 41(0): 1-8. doi: 10.11999/JEIT190094

Metrics
  • PDF Downloads(32)
  • Abstract views(332)
  • HTML views(133)
  • Cited By(0)

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

/

DownLoad:  Full-Size Img  PowerPoint
Return