Snapshot-instantaneous ∥ · ∥∞ normalization against heavy-tail noise

Jin He; Zhong Liu; Kainam Thomas Wong

doi:10.1109/TAES.2008.4655376

Snapshot-instantaneous ∥ · ∥∞ normalization against heavy-tail noise

Jin He, Zhong Liu, Kainam Thomas Wong

The Hong Kong Polytechnic University

Research output: Journal article publication › Journal article › Academic research › peer-review

13 Citations (Scopus)

Abstract

A new data-dependent zero-memory preprocessing algorithm is proposed to mitigate additive heavy-tail noise and/or shot noise. Each sensor-array snapshot's spatial data vector is adaptively normalized by its infinity-norm. Zero cross-correlation is preserved between the signal-subspace and the noise-space.

Original language	English
Pages (from-to)	1221-1227
Number of pages	7
Journal	IEEE Transactions on Aerospace and Electronic Systems
Volume	44
Issue number	3
DOIs	https://doi.org/10.1109/TAES.2008.4655376
Publication status	Published - 10 Nov 2008

ASJC Scopus subject areas

Electrical and Electronic Engineering
Aerospace Engineering

More information

10.1109/TAES.2008.4655376

Cite this

@article{49235e33ca25447bbeac11768d6ce139,

title = "Snapshot-instantaneous ∥ · ∥∞ normalization against heavy-tail noise",

abstract = "A new data-dependent zero-memory preprocessing algorithm is proposed to mitigate additive heavy-tail noise and/or shot noise. Each sensor-array snapshot's spatial data vector is adaptively normalized by its infinity-norm. Zero cross-correlation is preserved between the signal-subspace and the noise-space.",

author = "Jin He and Zhong Liu and Wong, {Kainam Thomas}",

year = "2008",

month = nov,

day = "10",

doi = "10.1109/TAES.2008.4655376",

language = "English",

volume = "44",

pages = "1221--1227",

journal = "IEEE Transactions on Aerospace and Electronic Systems",

issn = "0018-9251",

publisher = "IEEE",

number = "3",

}

TY - JOUR

T1 - Snapshot-instantaneous ∥ · ∥∞ normalization against heavy-tail noise

AU - He, Jin

AU - Liu, Zhong

AU - Wong, Kainam Thomas

PY - 2008/11/10

Y1 - 2008/11/10

N2 - A new data-dependent zero-memory preprocessing algorithm is proposed to mitigate additive heavy-tail noise and/or shot noise. Each sensor-array snapshot's spatial data vector is adaptively normalized by its infinity-norm. Zero cross-correlation is preserved between the signal-subspace and the noise-space.

AB - A new data-dependent zero-memory preprocessing algorithm is proposed to mitigate additive heavy-tail noise and/or shot noise. Each sensor-array snapshot's spatial data vector is adaptively normalized by its infinity-norm. Zero cross-correlation is preserved between the signal-subspace and the noise-space.

UR - http://www.scopus.com/inward/record.url?scp=55349085794&partnerID=8YFLogxK

U2 - 10.1109/TAES.2008.4655376

DO - 10.1109/TAES.2008.4655376

M3 - Journal article

SN - 0018-9251

VL - 44

SP - 1221

EP - 1227

JO - IEEE Transactions on Aerospace and Electronic Systems

JF - IEEE Transactions on Aerospace and Electronic Systems

IS - 3

ER -

Snapshot-instantaneous ∥ · ∥∞ normalization against heavy-tail noise

Abstract

ASJC Scopus subject areas

More information

Other files and links

Fingerprint

Cite this