Title :
On the importance of exact synchronization for distributed audio signal processing
Author :
Lienhart, Rainer ; Kozintsev, Igor ; Wehr, Stefan ; Yeung, Minewa
Author_Institution :
Intel Labs, Intel Corp., Santa Clara, CA, USA
Abstract :
We propose a new paradigm for implementations of audio array processing algorithms on a network of distributed general-purpose computers. In contrast to currently existing DSP processor-based solutions, our approach offers new possibilities for advanced array signal processing by enabling the usage of general-purpose computing platforms with their superior computational and storage resources. We demonstrate that synchronization of sensors is essential for acoustic blind source separation (BSS) algorithms, and we propose a synchronization scheme that enables BSS on distributed, wirelessly networked computers and can easily be implemented on existing hardware.
Keywords :
acoustic signal processing; array signal processing; audio signal processing; blind source separation; computer networks; radio networks; synchronisation; acoustic blind source separation; audio array processing algorithms; computational resources; distributed audio signal processing; distributed computer network; general-purpose computing platforms; sensor synchronization; storage resources; wireless computer network; Acoustic sensors; Acoustic signal processing; Array signal processing; Blind source separation; Computer networks; Digital signal processing; Distributed computing; Signal processing; Signal processing algorithms; Source separation;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
Print_ISBN :
0-7803-7663-3
DOI :
10.1109/ICASSP.2003.1202774