Novel algorithm for recursive instrumental variable based subspace identification

Abstract

The problem of multiple-input multiple-output recursive system identification in the framework of subspace methods is considered. A novel recursive subspace identification algorithm is proposed. Simulation examples show that the performance of the proposed algorithm provides a satisfactory balance between computational complexity and estimation accuracy.