Fast asymptotic algorithm for real-time causal connectivity analysis of multivariate systems and signals

Farnaz Rezaei; Omar Ali Alamoudi; Shayan Davani; Songming Hou

doi:10.1016/j.sigpro.2022.108822

Fast asymptotic algorithm for real-time causal connectivity analysis of multivariate systems and signals

Farnaz Rezaei
, Omar Ali Alamoudi
, Shayan Davani
, Songming Hou

Louisiana Tech University
Faculty of Engineering, King Abdulaziz University
University of Minnesota Duluth
Center for Applied Physics Studies

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

Original language	English
Article number	108822
Journal	Signal Processing
Volume	204
DOIs	https://doi.org/10.1016/j.sigpro.2022.108822
State	Published - Mar 2023
Externally published	Yes

ASJC Scopus Subject Areas

Control and Systems Engineering
Software
Signal Processing
Computer Vision and Pattern Recognition
Electrical and Electronic Engineering

Keywords

Causality measures
Directed transfer function
Fast asymptotic analysis
Multivariate autoregressive model
Partial directed coherence

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10.1016/j.sigpro.2022.108822

Cite this

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title = "Fast asymptotic algorithm for real-time causal connectivity analysis of multivariate systems and signals",

keywords = "Causality measures, Directed transfer function, Fast asymptotic analysis, Multivariate autoregressive model, Partial directed coherence",

author = "Farnaz Rezaei and Alamoudi, \{Omar Ali\} and Shayan Davani and Songming Hou",

note = "Publisher Copyright: {\textcopyright} 2022 Elsevier B.V.",

year = "2023",

month = mar,

doi = "10.1016/j.sigpro.2022.108822",

language = "English",

volume = "204",

journal = "Signal Processing",

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TY - JOUR

T1 - Fast asymptotic algorithm for real-time causal connectivity analysis of multivariate systems and signals

AU - Rezaei, Farnaz

AU - Alamoudi, Omar Ali

AU - Davani, Shayan

AU - Hou, Songming

PY - 2023/3

Y1 - 2023/3

KW - Causality measures

KW - Directed transfer function

KW - Fast asymptotic analysis

KW - Multivariate autoregressive model

KW - Partial directed coherence

UR - https://www.scopus.com/pages/publications/85141914698

UR - https://www.scopus.com/pages/publications/85141914698#tab=citedBy

U2 - 10.1016/j.sigpro.2022.108822

DO - 10.1016/j.sigpro.2022.108822

M3 - Article

AN - SCOPUS:85141914698

SN - 0165-1684

VL - 204

JO - Signal Processing

JF - Signal Processing

M1 - 108822

ER -

Fast asymptotic algorithm for real-time causal connectivity analysis of multivariate systems and signals

ASJC Scopus Subject Areas

Keywords

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