215 citations · 744 across the 18 of their papers we have counts for
5 papers · 1 filter
3D Localization and Tracking Methods for Multi-Platform Radar Networks
Angela Marino, Giovanni Soldi, Domenico Gaglione +4
Multi-platform radar networks (MPRNs) are an emerging sensing technology due to their ability to provide improved surveillance capabilities over plain monostatic and bistatic syste…
New Methods for MLE of Toeplitz Structured Covariance Matrices with Applications to RADAR Problems
Augusto Aubry, Prabhu Babu, Antonio De Maio +1
This work considers Maximum Likelihood Estimation (MLE) of a Toeplitz structured covariance matrix. In this regard, an equivalent reformulation of the MLE problem is introduced and…
Power-Aperture Resource Allocation for a MPAR with Communications Capabilities
Augusto Aubry, Antonio De Maio, Luca Pallotta
Multifunction phased array radars (MPARs) exploit the intrinsic flexibility of their active electronically steered array (ESA) to perform, at the same time, a multitude of operatio…
A Learning-Inspired Strategy to Design Binary Sequences with Good Correlation Properties: SISO and MIMO Radar Systems
Omid Rezaei, Mahdi Ahmadi, Mohammad Mahdi Naghsh +3
In this paper, the design of binary sequences exhibiting low values of aperiodic/periodic correlation functions, in terms of Integrated Sidelobe Level (ISL), is pursued via a learn…
Large Deviations for Classification Performance Analysis of Machine Learning Systems
Paolo Braca, Leonardo M. Millefiori, Augusto Aubry +2
We study the performance of machine learning binary classification techniques in terms of error probabilities. The statistical test is based on the Data-Driven Decision Function (D…