System Identification of Equalized Room Impulse Responses by an Acoustic Echo Canceller using Proportionate LMS Algorithms

Autoren: S. Goetze, F. Xiong, J.O. Jungmann, M. Kallinger, K.-D. Kammeyer, A. Mertins
Kurzfassung: Hands-free telecommunication systems usually employ subsystems for acoustic echo cancellation (AEC), listening-room compensation (LRC) and noise reduction in combination.
This contribution discusses a combined system of a two-stage AEC filter and an LRC filter to remove reverberation introduced by the listening room. An inner AEC is used to achieve initial echo reduction and to perform system identification needed for the LRC filter. An additional outer AEC is used to further reduce the acoustic echoes. The performance of proportionate filter update schemes such as the so-called proportionate normalized least mean squares algorithm (PNLMS) or the improved PNLMS (IPNLMS) for system identification of equalized impulse response (IR) are shown and the mutual influences of the subsystems are analyzed. If the LRC filter succeeds in shaping a sparse overall IR for the concatenated system of LRC filter and room impulse response (RIR), the PNLMS performs best since it is optimized for the identification of sparse IRs. However, the equalization may be imperfect due to channel estimation errors in periods of convergence and due to the so-called tail-effect of AEC, i.e. the fact that only the first part of an RIR is identified in practical systems. The IPNLMS is more appropriate in this case to identify the equalized IR.
Dokumenttyp: Konferenzbeitrag
Veröffentlichung: London, Großbritannien, 13. - 16. Mai 2011
Konferenz: Accepted at 130th AES Convention
Dateien:
AES 2011 Goetze - System Identification of Equalized Room Impulse Responses by an Acoustic Echo Canceller using Proportionate LMS Algorithms
GXJKKM11_PNLMSforLRC_AES2011.pdf2.0 MBGoetze_2011_MGA11_Ambient Voice Control for a Personal Activity and Household Assistant_00630063.pdf341 KBGoetze_2011_SWHG11_Detection and Classification of Acoustic Events for In-Home Care_00630181.pdf1.1 MB
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Zuletzt aktualisiert am 12.11.2012 von S. Goetze
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