Normalized Least Mean Squares
GPTKB entity
Statements (21)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
adaptive filter algorithm
|
| gptkbp:abbreviation |
gptkb:NLMS
|
| gptkbp:application |
control systems
telecommunications audio processing |
| gptkbp:difference_from_LMS |
input power normalization
|
| gptkbp:feature |
faster convergence than LMS
improved stability over LMS step size normalization |
| gptkbp:field |
gptkb:signal_processing
adaptive filtering |
| https://www.w3.org/2000/01/rdf-schema#label |
Normalized Least Mean Squares
|
| gptkbp:introduced |
gptkb:Bernard_Widrow
1975 |
| gptkbp:mathematical_basis |
stochastic gradient descent
|
| gptkbp:relatedTo |
gptkb:Least_Mean_Squares_algorithm
|
| gptkbp:usedFor |
noise cancellation
system identification echo cancellation |
| gptkbp:bfsParent |
gptkb:Normalized_LMS_(NLMS)
|
| gptkbp:bfsLayer |
7
|