Statistical properties of pipelined-block linear time-varying discrete-time systems in state space
Volume 8, Issue 3 (1997), pp. 345–366
Pub. online: 1 January 1997
Type: Research Article
Published
1 January 1997
1 January 1997
Abstract
Statistical properties are examined for a class of pipelined-block linear time-varying (LTV) and linear time-invariant (LTI) discrete-time systems. Pipelined-block equations are derived, using the general solution of LTV discrete-time system in state space. Afterwards, we analysed the state covariance and output covariance matrices of pipelined-block LTV and LTI discrete-time systems in state space. For this class of pipelined-block realizations expressions are found for calculation of characteristics of the roundoff noise. Finally, scaling in the pipelined LTV discrete-time systems in state space is considered.