relation: https://eprints.uet.vnu.edu.vn/eprints/id/eprint/1435/
title: Generalized MNS Method for Parallel Minor and Principal Subspace Analysis
creator: Nguyen, Linh Trung
creator: Nguyen, Viet Dung
creator: Karim, Abed Meraim
creator: Rodolphe, Weber
subject: Communications
subject: Electronics and Communications
description: This paper introduces a generalized minimum noise subspace method for the fast estimation of the minor or principal subspaces for large dimensional multi-sensor systems. In particular, the proposed method allows parallel computation of the desired subspace when K > 1 computational units (DSPs) are available in a parallel architecture. The overall numerical cost is approximately reduced by a factor of K2 while preserving the estimation accuracy close to optimality. Different algorithm implementations are considered and their performance is assessed through numerical simulation.
date: 2014-09-11
type: Conference or Workshop Item
type: PeerReviewed
identifier:   Nguyen, Linh Trung and Nguyen, Viet Dung and Karim, Abed Meraim and Rodolphe, Weber  (2014) Generalized MNS Method for Parallel Minor and Principal Subspace Analysis.  In: EUSIPCO: 22th European Signal Processing Conference.