Nonparametric change estimation in 2D random fields

Ting He, Lang Tong, Ananthram Swami

Research output: Chapter in Book/Report/Conference proceedingConference 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 languageEnglish (US)
Title of host publicationMILCOM 2005
Subtitle of host publicationMilitary Communications Conference 2005
DOIs
StatePublished - Dec 1 2005
EventMILCOM 2005: Military Communications Conference 2005 - Atlatnic City, NJ, United States
Duration: Oct 17 2005Oct 20 2005

Publication series

NameProceedings - IEEE Military Communications Conference MILCOM
Volume2005

Other

OtherMILCOM 2005: Military Communications Conference 2005
CountryUnited States
CityAtlatnic City, NJ
Period10/17/0510/20/05

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering

Cite this

He, T., Tong, L., & Swami, A. (2005). Nonparametric change estimation in 2D random fields. In MILCOM 2005: Military Communications Conference 2005 [1606036] (Proceedings - IEEE Military Communications Conference MILCOM; Vol. 2005). https://doi.org/10.1109/MILCOM.2005.1606036
He, Ting ; Tong, Lang ; Swami, Ananthram. / Nonparametric change estimation in 2D random fields. MILCOM 2005: Military Communications Conference 2005. 2005. (Proceedings - IEEE Military Communications Conference MILCOM).
@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",
month = "12",
day = "1",
doi = "10.1109/MILCOM.2005.1606036",
language = "English (US)",
isbn = "0780393937",
series = "Proceedings - IEEE Military Communications Conference MILCOM",
booktitle = "MILCOM 2005",

}

He, T, Tong, L & Swami, A 2005, Nonparametric change estimation in 2D random fields. in MILCOM 2005: Military Communications Conference 2005., 1606036, Proceedings - IEEE Military Communications Conference MILCOM, vol. 2005, MILCOM 2005: Military Communications Conference 2005, Atlatnic City, NJ, United States, 10/17/05. https://doi.org/10.1109/MILCOM.2005.1606036

Nonparametric change estimation in 2D random fields. / He, Ting; Tong, Lang; Swami, Ananthram.

MILCOM 2005: Military Communications Conference 2005. 2005. 1606036 (Proceedings - IEEE Military Communications Conference MILCOM; Vol. 2005).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

TY - GEN

T1 - Nonparametric change estimation in 2D random fields

AU - He, Ting

AU - Tong, Lang

AU - Swami, Ananthram

PY - 2005/12/1

Y1 - 2005/12/1

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

ER -

He T, Tong L, Swami A. Nonparametric change estimation in 2D random fields. In MILCOM 2005: Military Communications Conference 2005. 2005. 1606036. (Proceedings - IEEE Military Communications Conference MILCOM). https://doi.org/10.1109/MILCOM.2005.1606036