Broadband DOA estimation using sensor arrays on complex-shaped rigid bodies

Dumidu S. Talagala, Wen Zhang, Thushara D. Abhayapala

    Research output: Contribution to journalArticlepeer-review

    10 Citations (Scopus)

    Abstract

    Sensor arrays mounted on complex-shaped rigid bodies are a common feature in many practical broadband direction of arrival (DOA) estimation applications. The scattering and reflections caused by these rigid bodies introduce complexity and diversity in the frequency domain of the channel transfer function, which presents several challenges to existing broadband DOA estimators. This paper presents a novel high resolution broadband DOA estimation technique based on signal subspace decomposition. We describe how broadband signals can be decomposed into narrow subband components, and combined such that the frequency domain diversity is retained. The DOA estimation performance is compared with existing techniques using a uniform circular array and a sensor array on a hypothetical rigid body. An improvement in closely spaced source resolution of up to 6 dB is observed for the sensor array on the hypothetical rigid body, in comparison to the uniform circular array. The results suggest that frequency domain diversity, introduced by complex-shaped rigid bodies, can provide higher resolution and clearer separation of closely spaced broadband sound sources.

    Original languageEnglish
    Article number6488746
    Pages (from-to)1573-1585
    Number of pages13
    JournalIEEE Transactions on Audio, Speech and Language Processing
    Volume21
    Issue number8
    DOIs
    Publication statusPublished - 2013

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