|
| Title |
Stereophonic Echo Cancellation Using NLMS with
Orthogonal Correction Factors |
| Author(s) |
S. G. Sankaran and A. A. (Louis) Beex |
| Document Type |
Conference Proceeding |
| Conference |
1999 IEEE International Workshop on Acoustic
Echo & Noise Control |
| Publication Information |
Pages 40 - 43 |
| Conference Date |
27-30 September 1999 |
| Document Download |
Available
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|
| Abstract |
A stereophonic echo canceler is proposed
based on the Normalized LMS algorithm with orthogonal correction factors (NLMS-OCF).
The echo canceler is modeled using a two-input single-output finite-impulse-response
(FIR) structure. NLMSOCF updates the echo canceler coefficients based on multiple
input vectors, while NLMS adapts the coefficients based on a single input vector.
The proposed algorithm is simulated in MATLAB with two different types of source
signals in the farend room, namely white noise and USASI noise. Simulation results
indicate that the NLMS-OCF algorithm produces faster convergence than the well-known
stereo projection algorithm, in terms of faster improvement in echo-return loss
as well as faster reduction in impulse response misalignment. |
| Keywords |
- Unbiased Equation Error
- Algorithm Analysis
- Stereophonic Echo Cancellation
- Affine Projection Algorithm
- Filter Structures
- Adaptive Filtering
- Adaptive IIR Filtering
|
| Related Publications |
- S.
G. Sankaran and A. A. (Louis) Beex, Fast Generalized
Affine Projection Algorithm, International
Journal of Adaptive Control and Signal Processing,
September 2000.
- S.
G. Sankaran and A. A. (Louis) Beex, "Convergence
Behavior of Affine Projection Algorithms," IEEE
Transactions on Signal Processing, vol.48, no.4,
pp.1086-1096.
- S.
G. Sankaran and A. A. (Louis) Beex, "Normalized
LMS Algorithm with Orthogonal Correction Factors,"
Proceedings of the Thirty-First Annual Asilomar
Conference on Signals, Systems, and Computers,
Pacific Grove, CA, pp. 1670-1673, November 1997
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| Related Project |
n/a |
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