Partial diffusion Kalman filter with adaptive combiners

Khalili, A., Vahidpour, V., Rastegarnia, A., Bazzi, W.M. and Sanei, S. ORCID: 0000-0002-3437-2801, 2020. Partial diffusion Kalman filter with adaptive combiners. IEEE Transactions on Aerospace and Electronic Systems. ISSN 0018-9251

[img]
Preview
Text
1397242_a1383_Sanei.pdf - Post-print

Download (913kB) | Preview

Abstract

Adaptive estimation of optimal combination weights for partial-diffusion Kalman filtering together with its mean convergence and stability analysis is proposed here. The simulations confirm its superior performance compared with the existing combiners. Sensor networks with limited accessible power highly benefit from this design.

Item Type: Journal article
Publication Title: IEEE Transactions on Aerospace and Electronic Systems
Creators: Khalili, A., Vahidpour, V., Rastegarnia, A., Bazzi, W.M. and Sanei, S.
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 21 December 2020
ISSN: 0018-9251
Identifiers:
NumberType
10.1109/taes.2020.3046085DOI
1397242Other
Divisions: Schools > School of Science and Technology
Record created by: Jonathan Gallacher
Date Added: 05 Jan 2021 11:58
Last Modified: 21 Jan 2021 11:14
URI: http://irep.ntu.ac.uk/id/eprint/41945

Actions (login required)

Edit View Edit View

Views

Views per month over past year

Downloads

Downloads per month over past year