Analysis and Investigation the Estimation Accuracy and Reliability of Pisarenko Harmonic Decomposition Algorithm

被引：0
作者：
Al-Sadoon, M. A. G. [1 ]
Hameed, K. W. [1 ]
Zweid, A. [2 ]
Jones, S. [1 ]
Abd-Alhameed, R. A. [1 ]
Abusitta, Musa [1 ]
机构：
[1] Univ Bradford, Sch Elect Engn & Comp Sci, Bradford BD7 1DP, W Yorkshire, England
[2] Basra Univ, Coll Sci & Technol, Dept Informat & Commun Engn, Basra, Iraq
来源：
PROCEEDINGS OF THE 2017 7TH INTERNATIONAL CONFERENCE INTERNET TECHNOLOGIES AND APPLICATIONS (ITA) | 2017年
关键词：
Pisarenko Harmonic Decomposition (PHD) algorithm; antenna array; angle of arrival (AOA); wirless communication; localization; signal processing; tracking systems;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
Direction of arrival (DOA) estimation is currently an active research topic playing a fundamental role in many applications including electromagnetic, tracking systems and signal processing applications. This paper evaluates the performance estimation of Pisarenko Harmonic Decomposition (PHD) algorithm and then compares it with multiple signal classification (MUSIC) method based on narrowband signal conditions. The main purpose of this evaluation is to investigate the effect of the spurious peaks (spurious angles) that appears on the pseudospectrum of the PHD on the estimation precision. The principle working in addition to mathematical model of the DOA model and PHD method are presented. An exhaustively Monte Carlo simulation is performed to explain this problem. A useful recommendation is provided to overcome this problem.
引用
收藏
页码：249 / 253
页数：5
相关论文
共 13 条
  • [1] Al-Sadoon Mohammed, 2016, WSEAS Transactions on Communications, V15, P206
  • [2] Al-Sadoon M. A. G., 2016, 8 EAI INT C WIR SAT
  • [3] Alsahli M., 2016, Principles of Diabetes Mellitus, P1
  • [4] HIGH-RESOLUTION FREQUENCY-WAVENUMBER SPECTRUM ANALYSIS
    CAPON, J
    [J]. PROCEEDINGS OF THE IEEE, 1969, 57 (08) : 1408 - &
  • [5] Chen Z, 2010, ARTECH HSE SIG PROC, P1
  • [6] Foutz J., 2008, SYNTH LECT ANTENNAS, V3, P1, DOI 10.2200/S00118ED1V01Y200805ANT008
  • [7] Ghali M. A., 2011, Proceedings of the 2011 Seventh International Conference on Networked Computing and Advanced Information Management (NCM), P67
  • [8] Privacy-Preserving Indoor Localization on Smartphones
    Konstantinidis, Andreas
    Chatzimilioudis, Georgios
    Zeinalipour-Yazti, Demetrios
    Mpeis, Paschalis
    Pelekis, Nikos
    Theodoridis, Yannis
    [J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2015, 27 (11) : 3042 - 3055
  • [9] Krishnaveni V., 2013, International Journal of Computer Applications, V61
  • [10] RETRIEVAL OF HARMONICS FROM A COVARIANCE FUNCTION
    PISARENKO, VF
    [J]. GEOPHYSICAL JOURNAL OF THE ROYAL ASTRONOMICAL SOCIETY, 1973, 33 (03): : 347 - 366
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