Weighted maximum likelihood direction of arrival estimation algorithm and its application research

被引:0
|
作者
Zhang, Peng [1 ]
Bao, Ming [1 ]
Feng, Dahang [1 ]
Yang, Jun [1 ]
Li, Xiaodong [1 ]
机构
[1] Key Laboratory of Noise and Vibration Research, Institute of Acoustics, Chinese Acad. of Sci., Beijing 100190, China
来源
Shengxue Xuebao/Acta Acustica | 2010年 / 35卷 / 02期
关键词
Direction of arrival - Maximum likelihood estimation - Stochastic models - Stochastic systems;
D O I
暂无
中图分类号
学科分类号
摘要
To tackle the problem of the noise interferences with weak spatial coherence, colored power distribution and similar spectral structure among channels of the microphone array, a novel Weighted Maximum Likelihood (WML) estimator was proposed under the assumption of deterministic signal and stochastic signal model. The performance of the proposed algorithm was evaluated in the simulation. The outdoor experimental results in low SNR conditions caused by wind noise showed that the proposed algorithm could achieve better performance than the traditional DOA algorithms. © Right.
引用
收藏
页码:235 / 240
相关论文
共 50 条
  • [21] Robust talker direction estimation based on weighted CSP analysis and maximum likelihood estimation
    Denda, Y
    Nishiura, T
    Yamashita, Y
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2006, E89D (03): : 1050 - 1057
  • [22] Maximum-likelihood direction-of-arrival estimation in the presence of unknown nonuniform noise
    Pesavento, M
    Gershman, AB
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2001, 49 (07) : 1310 - 1324
  • [23] Approximate Unconditional Maximum Likelihood Direction of Arrival Estimation for Two Closely Spaced Targets
    Vincent, Francois
    Besson, Olivier
    Chaumette, Eric
    IEEE SIGNAL PROCESSING LETTERS, 2015, 22 (01) : 86 - 89
  • [24] DETERMINISTIC MAXIMUM LIKELIHOOD METHOD FOR DIRECTION-OF-ARRIVAL ESTIMATION OF STRICTLY NONCIRCULAR SIGNALS
    Shi, Yunmei
    Mao, Xingpeng
    Cao, Mingyang
    Liu, Yongtan
    2016 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING PROCEEDINGS, 2016, : 3061 - 3065
  • [25] An importance sampling maximum likelihood direction of arrival estimator
    Wang, Huigang
    Kay, Steven
    Saha, S.
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2008, 56 (10) : 5082 - 5092
  • [26] Asymptotic Performance Analysis of Maximum Likelihood Algorithm for Direction-of-Arrival Estimation: Explicit Expression of Estimation Error and Mean Square Error
    Paik, Ji Woong
    Lee, Kyu-Ho
    Lee, Joon-Ho
    APPLIED SCIENCES-BASEL, 2020, 10 (07):
  • [27] Weighted Correction Positioning Algorithm Using Maximum Likelihood Estimation in WSN
    Chen Junjie
    Ge Wentao
    Tao Liang
    PROCEEDINGS OF THE THIRD INTERNATIONAL SYMPOSIUM ON TEST AUTOMATION & INSTRUMENTATION, VOLS 1 - 4, 2010, : 743 - 749
  • [28] A Direction of Arrival Estimation Algorithm Designed under the Maximum Power Collection Criterion
    Wang, Lu
    Yang, Yixin
    Liu, Xionghou
    OCEANS 2016 - SHANGHAI, 2016,
  • [29] Weighted Orthogonal Constrained Maximum Likelihood ICA Algorithm and Its Application in Image Feature Extraction
    Tian, Tian
    2017 2ND INTERNATIONAL CONFERENCE ON IMAGE, VISION AND COMPUTING (ICIVC 2017), 2017, : 98 - 102
  • [30] An Efficient Maximum Likelihood Method for Direction-of-Arrival Estimation via Sparse Bayesian Learning
    Liu, Zhang-Meng
    Huang, Zhi-Tao
    Zhou, Yi-Yu
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2012, 11 (10) : 3607 - 3617