On biased projection method

Norisato Suga; Toshihiro Furukawa

doi:10.1109/ICSPCS.2014.7021112

On biased projection method

Norisato Suga, Toshihiro Furukawa

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

In this paper, we propose a new projection method. We consider the noise suppression problem under the condition that there are two types of noise. One is the random noise which is treated as a full-rank process. The other is the structured noise which is treated as a low-rank process. For suppression of these noises, the orthogonal projection and the oblique projection have been known. The orthogonal projection can effectively suppress the random noise but can not remove the structured noise. On the other hand, the oblique projection can perfectly remove the structured noise but enhances the random noise. Therefore, we represent the new projection which is a weighted combination of the orthogonal projection and the oblique projection. We refer to the projection method as biased projection. Moreover, we propose a determination method of the combination weight. A comparison with the other projections shows the efficiency of the biased projection.

Original language	English
Title of host publication	2014, 8th International Conference on Signal Processing and Communication Systems, ICSPCS 2014 - Proceedings
Editors	Beata J. Wysocki, Tadeusz A. Wysocki
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781479952557
DOIs	https://doi.org/10.1109/ICSPCS.2014.7021112
Publication status	Published - 2014 Jan 23
Externally published	Yes
Event	8th International Conference on Signal Processing and Communication Systems, ICSPCS 2014 - Gold Coast, Australia Duration: 2014 Dec 15 → 2014 Dec 17

Publication series

Name	2014, 8th International Conference on Signal Processing and Communication Systems, ICSPCS 2014 - Proceedings

Conference

Conference	8th International Conference on Signal Processing and Communication Systems, ICSPCS 2014
Country/Territory	Australia
City	Gold Coast
Period	14/12/15 → 14/12/17

ASJC Scopus subject areas

Computer Networks and Communications
Signal Processing
Electrical and Electronic Engineering

Access to Document

10.1109/ICSPCS.2014.7021112

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Suga, N., & Furukawa, T. (2014). On biased projection method. In B. J. Wysocki, & T. A. Wysocki (Eds.), 2014, 8th International Conference on Signal Processing and Communication Systems, ICSPCS 2014 - Proceedings [7021112] (2014, 8th International Conference on Signal Processing and Communication Systems, ICSPCS 2014 - Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICSPCS.2014.7021112

On biased projection method. / Suga, Norisato; Furukawa, Toshihiro.

2014, 8th International Conference on Signal Processing and Communication Systems, ICSPCS 2014 - Proceedings. ed. / Beata J. Wysocki; Tadeusz A. Wysocki. Institute of Electrical and Electronics Engineers Inc., 2014. 7021112 (2014, 8th International Conference on Signal Processing and Communication Systems, ICSPCS 2014 - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Suga, N & Furukawa, T 2014, On biased projection method. in BJ Wysocki & TA Wysocki (eds), 2014, 8th International Conference on Signal Processing and Communication Systems, ICSPCS 2014 - Proceedings., 7021112, 2014, 8th International Conference on Signal Processing and Communication Systems, ICSPCS 2014 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 8th International Conference on Signal Processing and Communication Systems, ICSPCS 2014, Gold Coast, Australia, 14/12/15. https://doi.org/10.1109/ICSPCS.2014.7021112

Suga N, Furukawa T. On biased projection method. In Wysocki BJ, Wysocki TA, editors, 2014, 8th International Conference on Signal Processing and Communication Systems, ICSPCS 2014 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2014. 7021112. (2014, 8th International Conference on Signal Processing and Communication Systems, ICSPCS 2014 - Proceedings). doi: 10.1109/ICSPCS.2014.7021112

Suga, Norisato ; Furukawa, Toshihiro. / On biased projection method. 2014, 8th International Conference on Signal Processing and Communication Systems, ICSPCS 2014 - Proceedings. editor / Beata J. Wysocki ; Tadeusz A. Wysocki. Institute of Electrical and Electronics Engineers Inc., 2014. (2014, 8th International Conference on Signal Processing and Communication Systems, ICSPCS 2014 - Proceedings).

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On biased projection method

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