A generalized pseudoinverse algorithm for unbiased parameter estimation

Unbiased estimates of the parameters of a discrete-time system from noisy measurements of input-output data can be obtained by using a generalized pseudo-inverse algorithm. Because of its recursive nature, the algorithm can be used for on-line identification. Results of simulation are presented comparing this algorithm with earlier methods.