Title
Wave-domain adaptive filtering for acoustic human-machine interfaces based onwavefield analysis and synthesis
Abstract
Wave field synthesis and wave field analysis are attractive techniques for high-quality sound-field auralization and recording using loudspeaker arrays and microphone arrays. However, to utilize these techniques in multichannel acoustic interfaces, several challenges in signal processing have to be overcome in this new context, e.g., acoustic echo cancellation (AEC) to avoid acoustic feedback in full-duplex systems, interference cancellation on the recording side, and room compensation on the reproduction side. In traditional setups, these problems are tackled using adaptive filtering techniques in the time-frequency domain. In this paper, we present a novel and highly efficient framework for adaptive filtering in the wave domain by reconciling the flexibility of adaptive filtering and the underlying physics described by the acoustic wave equation. The new framework explicitly takes into account the spatial dimensions of the closely spaced loudspeakers and the microphone arrays. Experimental results with a 32-channel AEC verify the concept for both, simulated and actually measured room acoustics.
Year
Venue
Keywords
2004
EUSIPCO
acoustic signal processing,adaptive filters,human computer interaction,loudspeakers,microphone arrays,signal denoising,signal synthesis,time-frequency analysis,32-channel aec,acoustic echo cancellation,acoustic feedback avoidance,acoustic human-machine interfaces,acoustic wave equation,filtering techniques,full-duplex systems,high-quality sound-field auralization,interference cancellation,loudspeaker arrays,multichannel acoustic interfaces,room compensation,signal processing,spatial dimensions,time-frequency domain,wave-domain adaptive filtering,wavefield analysis,wavefield synthesis,adaptive filter,human machine interface
Field
DocType
ISBN
Wave field synthesis,Signal processing,Acoustic wave equation,Computer science,Single antenna interference cancellation,Adaptive filter,Room acoustics,Acoustics,Loudspeaker,Microphone
Conference
978-320-0001-65-7
Citations 
PageRank 
References 
0
0.34
6
Authors
4
Name
Order
Citations
PageRank
Herbert Buchner143540.57
Sascha Spors210819.70
W. Herbordt3445.04
W. Kellermann468671.03