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

1 Citation (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
Pages	1756-1759
Number of pages	4
DOIs	https://doi.org/10.1109/ISCAS.2011.5937923
Publication status	Published - 2011
Event	2011 IEEE International Symposium of Circuits and Systems, ISCAS 2011 - Rio de Janeiro, Brazil Duration: 15 May 2011 → 18 May 2011

Publication series

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

Conference

Conference	2011 IEEE International Symposium of Circuits and Systems, ISCAS 2011
Country/Territory	Brazil
City	Rio de Janeiro
Period	15/05/11 → 18/05/11

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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). https://doi.org/10.1109/ISCAS.2011.5937923

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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",

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

pages = "1756--1759",

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note = "2011 IEEE International Symposium of Circuits and Systems, ISCAS 2011 ; Conference date: 15-05-2011 Through 18-05-2011",

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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, pp. 1756-1759, 2011 IEEE International Symposium of Circuits and Systems, ISCAS 2011, Rio de Janeiro, Brazil, 15/05/11. 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. 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 - 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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Y2 - 15 May 2011 through 18 May 2011

ER -

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

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