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