Title :
Algorithms for time delay estimation using a low complexity exhaustive search
Author :
Carlemalm, Catharina ; Halvarsson, Susanne ; Wigren, Torbjorn ; Wahlberg, Bo
Author_Institution :
R. Inst. of Technol., Stockholm, Sweden
fDate :
5/1/1999 12:00:00 AM
Abstract :
This paper addresses the problem of time-delay estimation. Two new algorithms for time-delay estimation are developed and analyzed. The suggested methods combine an exhaustive search with a low complexity. Consequently, the problems with focal minima of gradient search algorithms are avoided. The receiver operating characteristics (ROC) are computed, and together with simulation results these verify the performance of the estimation schemes
Keywords :
computational complexity; delay estimation; search problems; ROC; gradient search algorithms; low-complexity exhaustive search; receiver operating characteristics; time delay estimation; Adaptive filters; Automatic control; Control systems; Delay effects; Delay estimation; Kalman filters; Multi-layer neural network; Neural networks; Nonlinear control systems; Nonlinear dynamical systems;
Journal_Title :
Automatic Control, IEEE Transactions on