Advanced Search
Volume 32 Issue 8
Sep.  2010
Turn off MathJax
Article Contents
ZHang Jian-Yun, ZHeng Zhi-Dong, Li Xiao-Bo. An Algorithm for DOD-DOA and Doppler Frequency Jointly Estimating of Bistatic MIMO Radar[J]. Journal of Electronics & Information Technology, 2010, 32(8): 1843-1848. doi: 10.3724/SP.J.1146.2009.01133
Citation: ZHang Jian-Yun, ZHeng Zhi-Dong, Li Xiao-Bo. An Algorithm for DOD-DOA and Doppler Frequency Jointly Estimating of Bistatic MIMO Radar[J]. Journal of Electronics & Information Technology, 2010, 32(8): 1843-1848. doi: 10.3724/SP.J.1146.2009.01133

An Algorithm for DOD-DOA and Doppler Frequency Jointly Estimating of Bistatic MIMO Radar

doi: 10.3724/SP.J.1146.2009.01133
  • Received Date: 2009-08-25
  • Rev Recd Date: 2010-01-18
  • Publish Date: 2010-08-19
  • A new algorithm to jointly estimate the DOD-DOA and Doppler frequency of bistatic MIMO radar is proposed based on the parallel factor. The receiver signal expression is derived under SweilingII target model, which shows it has three-way array model characteristics. Therefore, the uniqueness of the low-rank three-way array model decomposition is analysed. And the three parameters are jointly estimated from three matrices that are obtained from the low-rank decomposition. The new algorithm uses all of the received data and eliminates the error propagation of the several eigen decompositions because each iteration possesses a typical least square problem with a unique closed solution. Hence the estimation accuracy is increased. Furthermore, the estimated parameters are automatically paired without the additional pairing method, which the computational complexity of the proposed algorithm is reduced. Finally, simulation results are presented to verify the effectiveness of the proposed method.
  • loading
  • Fisher E, Haimovich A, and Blum R S, et al.. Spatial diversityin radar-models and detection performance[J].IEEETransactions on Signal Processing.2006, 54(3):823-838[2]Haimovich A M, Blum R S, and Lenard J, et al.. MIMO radarwith widely separated antennas[J].IEEE Signal ProcessingMagazine.2008, 25(1):116-129[3]Li Jian and Stoica P. MIMO radar with colocated antennas[J].IEEE Signal Processing Magazine, 2007, 24(5): 106-114.[4]Yan H, Li J, and Liao G. Multitarget identification andlocalization using bistatic MIMO radar systems[J].EURASIP Journal on Advance in Signal Processing, 2008,8(2): 1-8.[5]Jin Ming, Liao Gui-sheng, and Li Jun. Joint DOD and DOAestimation for bistatic MIMO radar[J]. Signal Processing ofELSEVIER Science, 2009, 89(2): 244-251.[6]Duofang C, Baixiao C, and Guodong Q. Angle estimationusing ESPRIT in MIMO radar[J].IEEE Electronics Letters.2008, 44(12):770-771[7]陈金立, 顾红, 苏卫民. 一种双基地MIMO 雷达快速多目标定位方法[J].电子与信息学报.2009, 31(7):1664-1668浏览[8]屈金佑, 张剑云. MIMO 雷达的相干脉冲串检测性能[J],电子与信息学报, 2009, 31(2): 378-381Qu Jin-you and Zhang Jian-yun. Detection performance ofMIMO radar for coherent pulses[J].. Journal of Electronics Information Technology.2009, 31(2):378-381[9]Sidiropoulos N D and Bro R. Blind PARAFAC receivers forDS-CDMA systems[J].IEEE Transactions on SignalProcessing.2000, 48(3):810-823[10]Sidropoulos N D and Giannakos G B. Parallel factor analysisin sensor array procesing[J].IEEE Transactions on SignalProcessing.2000, 48(8):2377-2388[11]梁军利, 翼邦杰, 赵峰等. 一种基于平行因子分析的近场源定位新方法[J]. 电子学报, 2007, 35(10): 1909-1915.Liang Jun-li, Ji Bang-jie, and Zhao Feng, et al.. A newnear-field source localization algorithm using parallel factoranalysis[J]. Acta Electronica Sinica, 2007, 35(10): 1909-1915.[12]Sidiropoulos N D and Liu X. PARAFAC methods fordeterministic blind beamforming identifiability[J].IEEETransactions on Signal Processing.2001, 49(1):228-236[13]Rong Y, Vorobyov S A, and Gershman A B, et al.. Blindspatial signature estimation via time-varying user powerloading and parallel factor analysis[J].IEEE Transactions onSignal Processing.2005, 53(5):1697-1710
  • 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

    Article Metrics

    Article views (3799) PDF downloads(1318) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return