JOURNAL ARTICLE

Kalman filtering using pairwise Gaussian models

Wojciech PieczynskiFrançois Desbouvries

Year: 2004 Journal:   2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). Vol: 1 Pages: VI-57

Abstract

International audience

Keywords:
Kalman filter Hidden Markov model Pairwise comparison Gaussian process Unobservable Gaussian Markov process Algorithm Computer science Extended Kalman filter Gaussian random field Mathematics Artificial intelligence Pattern recognition (psychology) Statistics Physics Econometrics

Metrics

47
Cited By
2.44
FWCI (Field Weighted Citation Impact)
23
Refs
0.91
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Target Tracking and Data Fusion in Sensor Networks
Physical Sciences →  Computer Science →  Artificial Intelligence
Fault Detection and Control Systems
Physical Sciences →  Engineering →  Control and Systems Engineering
Distributed Sensor Networks and Detection Algorithms
Physical Sciences →  Computer Science →  Computer Networks and Communications

Related Documents

JOURNAL ARTICLE

Multimodal ensemble Kalman filtering using Gaussian mixture models

L. DoveraE. Della Rossa

Journal:   Computational Geosciences Year: 2010 Vol: 15 (2)Pages: 307-323
JOURNAL ARTICLE

Gaussian MAP Filtering Using Kalman Optimization

Ángel F. García‐FernándezLennart Svensson

Journal:   IEEE Transactions on Automatic Control Year: 2014 Vol: 60 (5)Pages: 1336-1349
JOURNAL ARTICLE

Kalman filtering in pairwise Markov trees

François DesbouvriesJean LecomteWojciech Pieczynski

Journal:   Signal Processing Year: 2005 Vol: 86 (5)Pages: 1049-1054
JOURNAL ARTICLE

Estimating Dynamic Models Using Kalman Filtering

Nathaniel Beck

Journal:   Political Analysis Year: 1989 Vol: 1 Pages: 121-156
© 2026 ScienceGate Book Chapters — All rights reserved.