2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). · 2004 · 50 citations · 9 references
Natural SciencesComputational EngineeringAcousticsComputational AcousticsPsychoacousticsAcoustic Signal ProcessingDigital Signal ProcessingNonlinear AcousticsAcoustic Echo SuppressionAdaptive FilteringCommunication System TestingEcho CancellationSignals
The miniaturization of GSM handsets creates nonlinear acoustical echoes between microphones and loudspeakers when the signal level is high (hands-free communication). Several methods including nonlinear cascade filters and a bilinear filter are proposed to compensate these echoes. A bilinear filter is a restricted NARMAX (nonlinear autoregressive moving average with exogenous inputs) filter. We present an evaluation based on the standard ERLE (echo return loss enhancement) measure, between a simple linear adaptive FIR filter and various nonlinear filters. These experiments are carried out first on a simulated communication system, then on experimental signals.
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Steven C. Rogers · Control Engineering Practice · 1996 · 9.3K citations
adaptive filter theory third edition
S. Haykin · 1996 · 347 citations