Work

Non-linear adaptive equalization based on a multi-layer perceptron architecture.

Year: 1991
Type: dissertation
Abstract: The paper describes a new approach for a decision feedback equaliser using the multilayer perceptron structure for equalisation in digital communications systems.Results indicate that the perceptron based decision feedback equaliser pro vides better bit error rate performance relative to the least mean square decision feedback equaliser, especially in high noise conditions, also that bit error rate performance degrades less owing to decision errors and is also less sensitive to gain variation.
Source: ERA
Author: Sammy Siu
Language: English
Open Access status: green
OpenAlex ID: W2235136967
Cites: 21
Cited by:
Related to: 10