158 citations · 457 across the 40 of their papers we have counts for
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Capacity Achieving Peak Power Limited Probability Measures: Sufficient Conditions for Finite Discreteness
Vincenzo Zambianchi, Enrico Paolini, Davide Dardari
The problem of capacity achieving (optimal) input probability measures has been widely investigated for several channel models with constrained inputs. So far, no outstanding gener…
Efficient Distributed Non-Asymptotic Confidence Regions Computation over Wireless Sensor Networks
Vincenzo Zambianchi, Michel Kieffer, Gianni Pasolini +2
This paper considers the distributed computation of confidence regions tethered to multidimensional parameter estimation under linear measurement models. In particular, the conside…
Statistics of the MLE and Approximate Upper and Lower Bounds - Part 2: Threshold Computation and Optimal Signal Design
Achraf Mallat, Sinan Gezici, Davide Dardari +1
Threshold and ambiguity phenomena are studied in Part 1 of this work where approximations for the mean-squared-error (MSE) of the maximum likelihood estimator are proposed using th…
Statistics of the MLE and Approximate Upper and Lower Bounds - Part 1: Application to TOA Estimation
Achraf Mallat, Sinan Gezici, Davide Dardari +2
In nonlinear deterministic parameter estimation, the maximum likelihood estimator (MLE) is unable to attain the Cramer-Rao lower bound at low and medium signal-to-noise ratios (SNR…