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IEEE Signal Processing Letters, ISSN 1070-9908, 07/2016, Volume 23, Issue 7, pp. 919 - 923
Journal Article
IEEE Transactions on Signal Processing, ISSN 1053-587X, 02/2017, Volume 65, Issue 4, pp. 933 - 946
Journal Article
Annals of Statistics, ISSN 0090-5364, 10/2018, Volume 46, Issue 5, pp. 2336 - 2359
Asymptotic lower bounds for estimation play a fundamental role in assessing the quality of statistical procedures. In this paper, we propose a framework for... 
Graphical models | Sparsity | Linear regression | Lasso | Le Cam's lemma | Asymptotic efficiency | High-dimensional | Cramér-Rao bound | REGRESSION | high-dimensional | CONFIDENCE-INTERVALS | graphical models | linear regression | Cramer-Rao bound | STATISTICS & PROBABILITY | sparsity | SELECTION
Journal Article
IEEE Signal Processing Letters, ISSN 1070-9908, 11/2015, Volume 22, Issue 11, pp. 2064 - 2068
Journal Article
IEEE Journal of Selected Topics in Signal Processing, ISSN 1932-4553, 03/2017, Volume 11, Issue 2, pp. 404 - 413
Journal Article
IEEE Transactions on Signal Processing, ISSN 1053-587X, 06/2018, Volume 66, Issue 12, pp. 3268 - 3279
Journal Article
IEEE Communications Letters, ISSN 1089-7798, 09/2016, Volume 20, Issue 9, pp. 1840 - 1843
A closed-form Cramér-Rao bound for general multi-modal measurements is derived for D-dimensional network localization (D ∈ {2, 3}). Links are asymmetric and... 
Antenna measurements | Coordinate measuring machines | Cramer-Rao bounds | Transmitting antennas | Receiving antennas | Europe | Estimation theory | Distance measurement | Noise measurement | FUNDAMENTAL LIMITS | LOCATION ESTIMATION | WIDE-BAND LOCALIZATION | TELECOMMUNICATIONS | SENSOR NETWORKS
Journal Article
IEEE Transactions on Signal Processing, ISSN 1053-587X, 10/2019, Volume 67, Issue 23, pp. 1 - 1
Posterior Cramer-Rao bounds (CRBs) are derived for the estimation performance of three Gaussian process based state-space models. The parametric CRB is derived... 
Atmospheric measurements | Gaussian process | Computational modeling | Estimation | Training data | Gaussian processes | Cramer-Rao bound | statespace model | Particle measurements | State-space methods | nonlinear estimation
Journal Article
IEEE Transactions on Signal Processing, ISSN 1053-587X, 09/2017, Volume 65, Issue 17, pp. 4525 - 4537
Journal Article
IEEE Transactions on Signal Processing, ISSN 1053-587X, 03/2012, Volume 60, Issue 3, pp. 1032 - 1049
Journal Article
Signal Processing, ISSN 0165-1684, 02/2018, Volume 143, pp. 86 - 93
Journal Article
IEEE Signal Processing Letters, ISSN 1070-9908, 05/2016, Volume 23, Issue 5, pp. 718 - 721
The aim of this letter is to provide a constrained version of the misspecified Cramér-Rao bound (MCRB). Specifically, the MCRB is a lower bound on the error... 
Jacobian matrices | Direction-of-arrival estimation | Estimation | Probability density function | Misspecified models | Data models | Covariance matrices | Cramér-Rao bound | equality constraints | Cramer-Rao bound | MODEL | misspecified models | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
IEEE TRANSACTIONS ON SIGNAL PROCESSING, ISSN 1053-587X, 05/2013, Volume 61, Issue 10, pp. 2632 - 2646
Journal Article
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