Title
Efficient algorithms and structures for lagged least squares (LS) FIR filters in the case of prewindowed signals
Abstract
The purpose of this paper is to provide a brief overview of the algorithms and structures which can be used in connection with ℓ - lag FIR filtering. A number of existing efficient algorithms from the zero - lag problem are generalized here, to be applied to the ℓ - lag case. Both direct and lattice - ladder structures are considered. Four different families of techniques are discussed: time recursive, order recursive, lattice - ladder and "recursive in lag". The unified approach used in this paper for the derivation of the algorithms permits the underlining of the relationships among the variables appearing in the four families of recursive schemes discussed. The "prewindowing" assumption is used throughout.
Year
DOI
Venue
1984
10.1109/ICASSP.1984.1172720
Acoustics, Speech, and Signal Processing, IEEE International Conference ICASSP '84.
Keywords
Field
DocType
finite impulse response filter,fir filter,algorithm design and analysis,physics,computer science,signal analysis,system identification,least square,lattices,differential equations
Least squares,Signal processing,Mathematical optimization,Computer science,Filter (signal processing),Algorithm,Finite impulse response,System identification,Lag,Recursive least squares filter,Recursion
Conference
Volume
Citations 
PageRank 
9
0
0.34
References 
Authors
1
3
Name
Order
Citations
PageRank
George Carayannis100.34
Dimitris Manolakis23110.82
Nicholas Kalouptsidis300.68