| >DSPRL > Publications > Conference Proceedings > |
|
|
| Title |
Non-Linear Effects in
Interference Contaminated Adaptive Equalization |
| Author(s) |
A. A. (Louis) Beex and
J. R. Zeidler |
| Document Type |
Conference Proceeding |
| Conference |
IASTED International
Conference on Signal Processing, Pattern Recognition,
and Application |
| Publication Information |
Pages 474 - 479 |
| Conference Date |
25-28 June 2002 |
| Document Download |
Available
Copyright Information: This publication has been posted here to ensure timely dissemination
of scholarly and technical work. Copyright and all rights therein are retained by authors or by other
copyright holders. All persons copying this information are expected to adhere to the terms and constraints
invoked by each author's copyright. In most cases, these works may not be reposted without the explicit
permission of the copyright holder. |
| Abstract |
| The presence
of non-linear effects in adaptive filtering was observed
previously in a wide sense stationary equalization scenario
with narrowband interference. The influence of a variety
of parameters on the magnitude of such non-linear effects
was also investigated. While the adaptive filter appears
to exhibit behavior that one would expect in a wide sense
stationary scenario, we show here that the adaptive filter
is actually tracking a time-varying target solution. It
is the latter property that is responsible for the performance
improvement of the adaptive filter over the performance
of the corresponding Wiener filter. |
| Keywords |
- Non-Linear Effects
- NLMS
- Time-Varying Wiener Filter
- Multi-Channel Wiener Filter
- Multi-Channel Adaptive Filter
- Adaptive Equalization
|
| Related Publications |
- A. A. (Louis) Beex and James R. Zeidler, "Steady-state dynamic weight behavior in (N)LMS adaptive filters" in Least-Mean-Square Adaptive Filters, eds. S. Haykin and B. Widrow, pp. 335-443, New York: John WIley, 2003.
- A. Batra, T. Ikuma, J. R. Zeidler, A. A. Beex, and J. G. Proakis, "Mitigation of unknown narrowband interference using instantaneous error updates" presented at 38th Asilomar Conf. Signals, Systems, and Computers, Pacific Grove, CA, MA6B-3, 2004.
|
| Related Project |
Nonlinear
Effects in NLMS Algorithm |
|
|
|
|
