Title :
Localization of acoustic sources based on the Teager-Kaiser Energy Operator
Author :
Schasse, Alexander ; Martin, Rainer
Author_Institution :
Inst. of Commun. Acoust., Ruhr-Univ. Bochum, Bochum, Germany
Abstract :
This paper presents a new approach of microphone array sampling and processing for acoustic source localization. By sampling circular arrays in a round robin fashion, nonlinear modulations are purposefully induced by means of the Doppler effect. The discrete time Teager-Kaiser Energy Operator is then used to analyze these modulations. It enables a batch-based localization of multiple sound sources at low complexity. The proposal system uses a small circular array but is suitable for other array geometries as well. In contrast to cross-correlation based localization techniques, we process only two signals while we maintain a circular symmetric system with no preferred look direction. Experiments are reported for up to 5 simultaneously active speech sources.
Keywords :
Doppler effect; acoustic radiators; acoustic signal processing; geometry; microphone arrays; signal sampling; speech processing; Doppler effect; acoustic source localization; array geometries; batch-based multiple sound source localization; circular array sampling; circular symmetric system; discrete time Teager-Kaiser energy operator; microphone array processing; microphone array sampling; nonlinear modulations; round robin fashion; Acoustics; Arrays; Estimation; Geometry; Microphones; Sensors; Speech;
Conference_Titel :
Signal Processing Conference, 2010 18th European
Conference_Location :
Aalborg