Acoustic source localization using SRP-PHAT
by Hoang Do
05 Jun 2009
(Updated 13 Jul 2009)
This function locates a single source using a frame of data and M microphones.
|
Watch this File
|
| File Information |
| Description |
This function localizes a single source from a frame of data received at the microphones. It uses the Steered Response Power with the PHAse Transform (SRP-PHAT) as the functional. The true source location will have the maximum SRP-PHAT value. Stochastic Region Contraction (SRC) is used as the global maximum search algorithm in the function. Using SRC cuts down the computational cost of SRP-PHAT based algorithm by more than 3 orders of magnitude compared to that of a full grid-search.
This work is based on the algorithm presented in:
H. Do, H. F. Silverman, and Y. Yu, “A real-time srp-phat source location implementation using stochastic region contraction(src) on a large-aperture microphone array,” in Proc. IEEE Int. Conf. Acoust. Speech, Signal Process., Honolulu, HI, April 2007, vol. 1, pp. 121–124. |
| Required Products |
Signal Processing Toolbox
|
| MATLAB release |
MATLAB 7.5 (R2007b)
|
|
Tags for This File
|
| Everyone's Tags |
|
| Tags I've Applied |
|
| Add New Tags |
Please login to tag files.
|
| Updates |
| 13 Jul 2009 |
Fixed the 1-sample-off inaccuracy of the GCC index. |
|
Contact us at files@mathworks.com