Generalized 2D lattice structure for causal and noncausal modeling of random fields

Ahmet H. Kayran; Erdogan Camcioglu; Ender M. Eksioglu; A. Korhan Tanc; Serhat Seker

doi:10.1109/ISCAS.2011.5937923

Generalized 2D lattice structure for causal and noncausal modeling of random fields

Ahmet H. Kayran^*
, Erdogan Camcioglu
, Ender M. Eksioglu
, A. Korhan Tanc
, Serhat Seker

^*Corresponding author for this work

Istanbul Technical University

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

2 Citations (Scopus)

Abstract

In this paper, the authors propose a new method to construct a low complexity and general purpose 2D lattice structure for modeling of random fields. The algorithm for obtaining this structure by employing the auxiliary vertical and horizontal prediction error fields is outlined. It is shown that the proposed 2D lattice structure with a rectangular prediction support region can be used to simultaneously obtain all possible causal and noncausal 2D models.

Original language	English
Title of host publication	2011 IEEE International Symposium of Circuits and Systems, ISCAS 2011
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1756-1759
Number of pages	4
ISBN (Print)	9781424494736
DOIs	https://doi.org/10.1109/ISCAS.2011.5937923
Publication status	Published - 2011

Publication series

Name	Proceedings - IEEE International Symposium on Circuits and Systems
ISSN (Print)	0271-4310

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10.1109/ISCAS.2011.5937923

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Kayran, A. H., Camcioglu, E., Eksioglu, E. M., Tanc, A. K., & Seker, S. (2011). Generalized 2D lattice structure for causal and noncausal modeling of random fields. In 2011 IEEE International Symposium of Circuits and Systems, ISCAS 2011 (pp. 1756-1759). Article 5937923 (Proceedings - IEEE International Symposium on Circuits and Systems). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ISCAS.2011.5937923

Kayran, Ahmet H. ; Camcioglu, Erdogan ; Eksioglu, Ender M. et al. / Generalized 2D lattice structure for causal and noncausal modeling of random fields. 2011 IEEE International Symposium of Circuits and Systems, ISCAS 2011. Institute of Electrical and Electronics Engineers Inc., 2011. pp. 1756-1759 (Proceedings - IEEE International Symposium on Circuits and Systems).

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title = "Generalized 2D lattice structure for causal and noncausal modeling of random fields",

abstract = "In this paper, the authors propose a new method to construct a low complexity and general purpose 2D lattice structure for modeling of random fields. The algorithm for obtaining this structure by employing the auxiliary vertical and horizontal prediction error fields is outlined. It is shown that the proposed 2D lattice structure with a rectangular prediction support region can be used to simultaneously obtain all possible causal and noncausal 2D models.",

author = "Kayran, \{Ahmet H.\} and Erdogan Camcioglu and Eksioglu, \{Ender M.\} and Tanc, \{A. Korhan\} and Serhat Seker",

year = "2011",

doi = "10.1109/ISCAS.2011.5937923",

language = "English",

isbn = "9781424494736",

series = "Proceedings - IEEE International Symposium on Circuits and Systems",

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Kayran, AH, Camcioglu, E, Eksioglu, EM, Tanc, AK & Seker, S 2011, Generalized 2D lattice structure for causal and noncausal modeling of random fields. in 2011 IEEE International Symposium of Circuits and Systems, ISCAS 2011., 5937923, Proceedings - IEEE International Symposium on Circuits and Systems, Institute of Electrical and Electronics Engineers Inc., pp. 1756-1759. https://doi.org/10.1109/ISCAS.2011.5937923

Generalized 2D lattice structure for causal and noncausal modeling of random fields. / Kayran, Ahmet H.; Camcioglu, Erdogan; Eksioglu, Ender M. et al.
2011 IEEE International Symposium of Circuits and Systems, ISCAS 2011. Institute of Electrical and Electronics Engineers Inc., 2011. p. 1756-1759 5937923 (Proceedings - IEEE International Symposium on Circuits and Systems).

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

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AU - Kayran, Ahmet H.

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AU - Seker, Serhat

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AB - In this paper, the authors propose a new method to construct a low complexity and general purpose 2D lattice structure for modeling of random fields. The algorithm for obtaining this structure by employing the auxiliary vertical and horizontal prediction error fields is outlined. It is shown that the proposed 2D lattice structure with a rectangular prediction support region can be used to simultaneously obtain all possible causal and noncausal 2D models.

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BT - 2011 IEEE International Symposium of Circuits and Systems, ISCAS 2011

PB - Institute of Electrical and Electronics Engineers Inc.

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Kayran AH, Camcioglu E, Eksioglu EM, Tanc AK, Seker S. Generalized 2D lattice structure for causal and noncausal modeling of random fields. In 2011 IEEE International Symposium of Circuits and Systems, ISCAS 2011. Institute of Electrical and Electronics Engineers Inc. 2011. p. 1756-1759. 5937923. (Proceedings - IEEE International Symposium on Circuits and Systems). doi: 10.1109/ISCAS.2011.5937923

Generalized 2D lattice structure for causal and noncausal modeling of random fields

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