Nonparametric change estimation in 2D random fields

Ting He; Lang Tong; Ananthram Swami

doi:10.1109/MILCOM.2005.1606036

Nonparametric change estimation in 2D random fields

Ting He, Lang Tong, Ananthram Swami

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

Abstract

We consider the problem of change estimation in a 2D random field. Our goal is to estimate the locations of changes when they occur. We propose a nonparametric change estimator which can be implemented efficiently. Consistency result is derived for the proposed estimator under certain conditions. We analyze the performance of the proposed algorithms under several new estimation criteria.

Original language	English (US)
Title of host publication	MILCOM 2005
Subtitle of host publication	Military Communications Conference 2005
DOIs	https://doi.org/10.1109/MILCOM.2005.1606036
State	Published - 2005
Event	MILCOM 2005: Military Communications Conference 2005 - Atlatnic City, NJ, United States Duration: Oct 17 2005 → Oct 20 2005

Publication series

Name	Proceedings - IEEE Military Communications Conference MILCOM
Volume	2005

Other

Other	MILCOM 2005: Military Communications Conference 2005
Country/Territory	United States
City	Atlatnic City, NJ
Period	10/17/05 → 10/20/05

All Science Journal Classification (ASJC) codes

Electrical and Electronic Engineering

Access to Document

10.1109/MILCOM.2005.1606036

Cite this

@inproceedings{3eac018d0c9e441aa35abf2e613564e8,

title = "Nonparametric change estimation in 2D random fields",

abstract = "We consider the problem of change estimation in a 2D random field. Our goal is to estimate the locations of changes when they occur. We propose a nonparametric change estimator which can be implemented efficiently. Consistency result is derived for the proposed estimator under certain conditions. We analyze the performance of the proposed algorithms under several new estimation criteria.",

author = "Ting He and Lang Tong and Ananthram Swami",

year = "2005",

doi = "10.1109/MILCOM.2005.1606036",

language = "English (US)",

isbn = "0780393937",

series = "Proceedings - IEEE Military Communications Conference MILCOM",

booktitle = "MILCOM 2005",

note = "MILCOM 2005: Military Communications Conference 2005 ; Conference date: 17-10-2005 Through 20-10-2005",

}

TY - GEN

T1 - Nonparametric change estimation in 2D random fields

AU - He, Ting

AU - Tong, Lang

AU - Swami, Ananthram

PY - 2005

Y1 - 2005

N2 - We consider the problem of change estimation in a 2D random field. Our goal is to estimate the locations of changes when they occur. We propose a nonparametric change estimator which can be implemented efficiently. Consistency result is derived for the proposed estimator under certain conditions. We analyze the performance of the proposed algorithms under several new estimation criteria.

AB - We consider the problem of change estimation in a 2D random field. Our goal is to estimate the locations of changes when they occur. We propose a nonparametric change estimator which can be implemented efficiently. Consistency result is derived for the proposed estimator under certain conditions. We analyze the performance of the proposed algorithms under several new estimation criteria.

UR - http://www.scopus.com/inward/record.url?scp=33847339367&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=33847339367&partnerID=8YFLogxK

U2 - 10.1109/MILCOM.2005.1606036

DO - 10.1109/MILCOM.2005.1606036

M3 - Conference contribution

AN - SCOPUS:33847339367

SN - 0780393937

SN - 9780780393936

T3 - Proceedings - IEEE Military Communications Conference MILCOM

BT - MILCOM 2005

T2 - MILCOM 2005: Military Communications Conference 2005

Y2 - 17 October 2005 through 20 October 2005

ER -

Nonparametric change estimation in 2D random fields

Abstract

Publication series

Other

All Science Journal Classification (ASJC) codes

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