Online activity detection in a multiuser environment using the matrix CUSUM algorithm

Taragay Oskiper; H. Vincent Poor

doi:10.1109/18.979323

Online activity detection in a multiuser environment using the matrix CUSUM algorithm

Taragay Oskiper
, H. Vincent Poor

Research output: Contribution to journal › Article › peer-review

53 Scopus citations

Abstract

Early detection of the entrance of a new user into a multiuser communication channel is considered. The matrix CUSUM (cumulative-sum) test, a multialternative quickest change detection method, is introduced and then applied to this problem. The general behavior of this algorithm is described in analytical results and simulations.

Original language	English (US)
Pages (from-to)	477-493
Number of pages	17
Journal	IEEE Transactions on Information Theory
Volume	48
Issue number	2
DOIs	https://doi.org/10.1109/18.979323
State	Published - Feb 2002

All Science Journal Classification (ASJC) codes

Information Systems
Computer Science Applications
Library and Information Sciences

Keywords

Code division multiple access (CDMA)
Multialternative change detection
Online change detection
Quickest detection
User activity detection

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10.1109/18.979323

Cite this

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title = "Online activity detection in a multiuser environment using the matrix CUSUM algorithm",

abstract = "Early detection of the entrance of a new user into a multiuser communication channel is considered. The matrix CUSUM (cumulative-sum) test, a multialternative quickest change detection method, is introduced and then applied to this problem. The general behavior of this algorithm is described in analytical results and simulations.",

keywords = "Code division multiple access (CDMA), Multialternative change detection, Online change detection, Quickest detection, User activity detection",

author = "Taragay Oskiper and Poor, \{H. Vincent\}",

note = "Funding Information: Manuscript received October 1, 2000; revised September 15, 2001. This work was supported by the U.S. Office of Naval Research under Grant N00014-00-1-0141. The material in this paper was presented in part at the IEEE Sixth International Symposium on Spread Spectrum Techniques and Applications, Parsip-pany, NJ, September 6–8, 2000 and IEEE International Symposium on Information Theory, Washington, DC, June 24–29, 2001.",

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AU - Poor, H. Vincent

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N2 - Early detection of the entrance of a new user into a multiuser communication channel is considered. The matrix CUSUM (cumulative-sum) test, a multialternative quickest change detection method, is introduced and then applied to this problem. The general behavior of this algorithm is described in analytical results and simulations.

AB - Early detection of the entrance of a new user into a multiuser communication channel is considered. The matrix CUSUM (cumulative-sum) test, a multialternative quickest change detection method, is introduced and then applied to this problem. The general behavior of this algorithm is described in analytical results and simulations.

KW - Code division multiple access (CDMA)

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KW - Online change detection

KW - Quickest detection

KW - User activity detection

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Online activity detection in a multiuser environment using the matrix CUSUM algorithm

Abstract

All Science Journal Classification (ASJC) codes

Keywords

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