Name
Abstract | ||
|---|---|---|
In this paper, we investigate the noise benefits to maximum likelihood type estimators (M-estimator) for the robust estimation of a location parameter. Two distinct noise benefits are shown to be accessible under these conditions. With symmetric heavy-tailed noise distributions, the asymptotic efficiency of the estimation can be enhanced by injecting extra noise into the M-estimators. With an asym... |
Year | DOI | Venue |
|---|---|---|
2018 | 10.1109/TSP.2018.2802463 | IEEE Transactions on Signal Processing |
Keywords | Field | DocType |
Maximum likelihood estimation,Robustness,Reactive power,Noise level,Distribution functions,Stochastic resonance | Location parameter,M-estimator,Control theory,Robustness (computer science),AC power,Cumulative distribution function,Stochastic resonance,Distribution function,Mathematics,Estimator | Journal |
Volume | Issue | ISSN |
66 | 8 | 1053-587X |
Citations | PageRank | References |
1 | 0.35 | 0 |
Authors | ||
4 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Yan Pan | 1 | 179 | 19.23 |
| Fabing Duan | 2 | 22 | 5.05 |
| François Chapeau-Blondeau | 3 | 202 | 42.14 |
| D Abbott | 4 | 109 | 21.31 |