Direction of arrival estimates using matching pursuit

Yasuhiro Oikawa, Yoshio Yamasaki

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Abstract

    Many topics on microphone array processing, e.g. signal enhancement, noise reduction and direction of arrival (DOA) estimation, has recently been researched. Many methods has been suggested for DOA estimation and the number of estimated DOAs is generally limited by the number of microphones and we has spatial aliasing problem based on relation between the microphones distance and wave length. We has proposed new DOA estimation method using matching pursuit algorithm, which can estimate more DOAs than the microphones number. The DOA estimation we did consists of the following steps. First, we calculate the normalized power of the array output, P(θ), for each frequency bin using the Delay-and-Sum method. We then average P(θ) over all frequency bins. Finally, we perform peak-picking using a matching pursuit algorithm to estimate the DOA over all frequency bands. The matching pursuit algorithm includes, after each iteration step, a reoptimization of all DOAs found thus far. Its main characteristics is that it is possible to find true DOAs when the number of sources exceeds that of microphones. In this paper we report DOA estimation in real-world using this method. We could estimate more DOAs than the number of microphones. Our experiments yielded a better DOAs estimation with the new method than with the conventional method.

    Original languageEnglish
    Title of host publicationForum Acusticum Budapest 2005: 4th European Congress on Acustics
    Pages2619-2624
    Number of pages6
    Publication statusPublished - 2005
    Event4th European Congress on Acustics, Forum Acusticum 2005 - Budapest
    Duration: 2005 Aug 292005 Sep 2

    Other

    Other4th European Congress on Acustics, Forum Acusticum 2005
    CityBudapest
    Period05/8/2905/9/2

    Fingerprint

    microphones
    arrivals
    estimates
    noise reduction
    iteration
    signal processing
    augmentation
    output

    ASJC Scopus subject areas

    • Acoustics and Ultrasonics

    Cite this

    Oikawa, Y., & Yamasaki, Y. (2005). Direction of arrival estimates using matching pursuit. In Forum Acusticum Budapest 2005: 4th European Congress on Acustics (pp. 2619-2624)

    Direction of arrival estimates using matching pursuit. / Oikawa, Yasuhiro; Yamasaki, Yoshio.

    Forum Acusticum Budapest 2005: 4th European Congress on Acustics. 2005. p. 2619-2624.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Oikawa, Y & Yamasaki, Y 2005, Direction of arrival estimates using matching pursuit. in Forum Acusticum Budapest 2005: 4th European Congress on Acustics. pp. 2619-2624, 4th European Congress on Acustics, Forum Acusticum 2005, Budapest, 05/8/29.
    Oikawa Y, Yamasaki Y. Direction of arrival estimates using matching pursuit. In Forum Acusticum Budapest 2005: 4th European Congress on Acustics. 2005. p. 2619-2624
    Oikawa, Yasuhiro ; Yamasaki, Yoshio. / Direction of arrival estimates using matching pursuit. Forum Acusticum Budapest 2005: 4th European Congress on Acustics. 2005. pp. 2619-2624
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