Smoothing as an improvement on filtering: a universal bound |
| |
Authors: | Anderson B.D.O. Chirarattananon S. |
| |
Affiliation: | University of Newcastle, Department of Electrical Engineering, Newcastle, Australia; |
| |
Abstract: | Comparison is made between the mean-square errors Pf and Ps associated with the linear least-squares filtered and smoothed estimates of a stationary process of spectral density S(?) in white noise of spectral density No. A universal curve is obtained which relates the minimum possible value of Ps/Pf to ?max{S(?) No}. The curve sets a bound on the maximum improvement over filtering which smoothing will offer, in terms of the maximum signal/noise ratio. |
| |
Keywords: | |
|
|