Name
Title | ||
|---|---|---|
Robust Estimation in Signal Processing: A Tutorial-Style Treatment of Fundamental Concepts. |
Abstract | ||
|---|---|---|
The word robust has been used in many contexts in signal processing. Our treatment concerns statistical robustness, which deals with deviations from the distributional assumptions. Many problems encountered in engineering practice rely on the Gaussian distribution of the data, which in many situations is well justified. This enables a simple derivation of optimal estimators. Nominal optimality, ho... |
Year | DOI | Venue |
|---|---|---|
2012 | 10.1109/MSP.2012.2183773 | IEEE Signal Processing Magazine |
Keywords | Field | DocType |
Tutorials,Robustness,Gaussian distribution,Context awareness,Noise measurement,Area measurement,Signal processing algorithms | Signal processing,Noise measurement,Computer science,Theoretical computer science,Robustness (computer science),Artificial intelligence,Algorithm,Outlier,Gaussian,Independent and identically distributed random variables,Univariate,Machine learning,Estimator | Journal |
Volume | Issue | ISSN |
29 | 4 | 1053-5888 |
Citations | PageRank | References |
92 | 3.41 | 24 |
Authors | ||
4 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Abdelhak M. Zoubir | 1 | 1036 | 148.03 |
| Visa Koivunen | 2 | 1917 | 187.81 |
| Yacine Chakhchoukh | 3 | 103 | 7.18 |
| Michael Muma | 4 | 144 | 19.51 |