Entropy Estimation from Noise Modeling applied to Signal Restoration

J. L. Gastaud; R. Gastaud; Fionn Murtagh

doi:10.1109/ICICS.1997.647068

Entropy Estimation from Noise Modeling applied to Signal Restoration

J. L. Gastaud, R. Gastaud, Fionn Murtagh

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

Abstract

We present in this paper a new way to measure the information in a signal, based on noise modeling. We show that the use of such an entropy-related measure leads to good results for signal restoration.

Original language	English
Title of host publication	Proceedings of 1997 International Conference on Information, Communicatons and Signal Processing
Subtitle of host publication	Trends in Information Systems Engineering and Wireless Multimedia Communcations
Publisher	IEEE
Pages	113-117
Number of pages	5
Volume	3
ISBN (Electronic)	0780336771
ISBN (Print)	0780336763
DOIs	https://doi.org/10.1109/ICICS.1997.647068
Publication status	Published - 1997
Externally published	Yes
Event	1st International Conference on Information, Communications and Signal Processing: Trends in Information Systems Engineering and Wireless Multimedia Communications - , Singapore Duration: 9 Sept 1997 → 12 Sept 1997 Conference number: 1

Conference

Conference	1st International Conference on Information, Communications and Signal Processing
Abbreviated title	ICICS 1997
Country/Territory	Singapore
Period	9/09/97 → 12/09/97

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10.1109/ICICS.1997.647068Licence: Unspecified

Cite this

Gastaud, J. L., Gastaud, R., & Murtagh, F. (1997). Entropy Estimation from Noise Modeling applied to Signal Restoration. In Proceedings of 1997 International Conference on Information, Communicatons and Signal Processing: Trends in Information Systems Engineering and Wireless Multimedia Communcations (Vol. 3, pp. 113-117). Article 647068 (1E1.4) IEEE. https://doi.org/10.1109/ICICS.1997.647068

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title = "Entropy Estimation from Noise Modeling applied to Signal Restoration",

abstract = "We present in this paper a new way to measure the information in a signal, based on noise modeling. We show that the use of such an entropy-related measure leads to good results for signal restoration. ",

keywords = "Information theory, Mathematical models, Spurious signal noise, Signal restoration, Signal filtering and prediction, Wavelet analysis, Fractals, Spectral exponent",

author = "Gastaud, \{J. L.\} and R. Gastaud and Fionn Murtagh",

year = "1997",

doi = "10.1109/ICICS.1997.647068",

language = "English",

isbn = "0780336763",

volume = "3",

pages = "113--117",

booktitle = "Proceedings of 1997 International Conference on Information, Communicatons and Signal Processing",

publisher = "IEEE",

address = "United States",

note = "1st International Conference on Information, Communications and Signal Processing : Trends in Information Systems Engineering and Wireless Multimedia Communications , ICICS 1997 ; Conference date: 09-09-1997 Through 12-09-1997",

}

Gastaud, JL, Gastaud, R & Murtagh, F 1997, Entropy Estimation from Noise Modeling applied to Signal Restoration. in Proceedings of 1997 International Conference on Information, Communicatons and Signal Processing: Trends in Information Systems Engineering and Wireless Multimedia Communcations. vol. 3, 647068 (1E1.4), IEEE, pp. 113-117, 1st International Conference on Information, Communications and Signal Processing, Singapore, 9/09/97. https://doi.org/10.1109/ICICS.1997.647068

Entropy Estimation from Noise Modeling applied to Signal Restoration. / Gastaud, J. L.; Gastaud, R.; Murtagh, Fionn.
Proceedings of 1997 International Conference on Information, Communicatons and Signal Processing: Trends in Information Systems Engineering and Wireless Multimedia Communcations. Vol. 3 IEEE, 1997. p. 113-117 647068 (1E1.4).

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

TY - GEN

T1 - Entropy Estimation from Noise Modeling applied to Signal Restoration

AU - Gastaud, J. L.

AU - Gastaud, R.

AU - Murtagh, Fionn

N1 - Conference code: 1

PY - 1997

Y1 - 1997

N2 - We present in this paper a new way to measure the information in a signal, based on noise modeling. We show that the use of such an entropy-related measure leads to good results for signal restoration.

AB - We present in this paper a new way to measure the information in a signal, based on noise modeling. We show that the use of such an entropy-related measure leads to good results for signal restoration.

KW - Information theory

KW - Mathematical models

KW - Spurious signal noise

KW - Signal restoration

KW - Signal filtering and prediction

KW - Wavelet analysis

KW - Fractals

KW - Spectral exponent

UR - https://www.scopus.com/inward/record.uri?eid=2-s2.0-0031364197&partnerID=40&md5=1fbc71b0e887862d13cb8e1d60199f11

U2 - 10.1109/ICICS.1997.647068

DO - 10.1109/ICICS.1997.647068

M3 - Conference contribution

SN - 0780336763

VL - 3

SP - 113

EP - 117

BT - Proceedings of 1997 International Conference on Information, Communicatons and Signal Processing

PB - IEEE

T2 - 1st International Conference on Information, Communications and Signal Processing

Y2 - 9 September 1997 through 12 September 1997

ER -

Entropy Estimation from Noise Modeling applied to Signal Restoration

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