%A Linh Trung Nguyen
%A Viet Dung Nguyen
%A Karim Abed-Meraim
%A Rodolphe Weber
%T Generalized MNS Method for Parallel Minor and Principal Subspace Analysis
%X 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.
%C Lisbon, Portugal
%D 2014
%L SisLab3335