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

24 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

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10.1109/TAES.2008.4655376

Cite this

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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.",

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AU - Liu, Zhong

AU - Wong, Kainam Thomas

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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 - https://www.scopus.com/pages/publications/55349085794

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DO - 10.1109/TAES.2008.4655376

M3 - Journal article

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JO - IEEE Transactions on Aerospace and Electronic Systems

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

Abstract

ASJC Scopus subject areas

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