An interference suppression method for wireless communications by applyingP-RCE

Citation
K. Ikeda et al., An interference suppression method for wireless communications by applyingP-RCE, IEICE TR CO, E83B(6), 2000, pp. 1237-1245
Citations number
12
Categorie Soggetti
Information Tecnology & Communication Systems
Journal title
IEICE TRANSACTIONS ON COMMUNICATIONS
ISSN journal
09168516 → ACNP
Volume
E83B
Issue
6
Year of publication
2000
Pages
1237 - 1245
Database
ISI
SICI code
0916-8516(200006)E83B:6<1237:AISMFW>2.0.ZU;2-G
Abstract
Interferene suppression is one of the important functions for mobile commun ications and software radio. First, this paper shows a new type of interfer ence suppression method by P-RCE (Probability-Restricted Coulomb Energy) wh ich is applicable to mobile communications and software radio. P-RCE is one of the neural networks and mainly used in the field of pattern classificat ion. Secondly, this paper presents several characteristics of this method. For example, it is found from our studies that good suppression. effects ca n be performed even when the interference signals exist closely adjacent to the desired signal and/or total number of signals is more than that of the antenna elements. Next, tills paper discusses two types of improvement of processing speed for new suppression method. One is the setting up the lear ning and non-learning intervals, and the other is the restriction of the nu mber of prototype, cells. According to the results, fairly good improvement is realized.