9 papers
On the Sum of Random Samples with Bounded Pareto Distribution
Francesco Grassi, Angelo Coluccia
Heavy-tailed random samples, as well as their sum or average, are encountered in a number of signal processing applications in radar, communications, finance, and natural sciences.…
RIS-aided Joint Localization and Synchronization with a Single-Antenna MmWave Receiver
Alessio Fascista, Angelo Coluccia, Henk Wymeersch +1
MmWave multiple-input single-output (MISO) systems using a single-antenna receiver are regarded as promising solution for the near future, before the full-fledged 5G MIMO will be w…
Downlink Single-Snapshot Localization and Mapping with a Single-Antenna Receiver
Alessio Fascista, Angelo Coluccia, Henk Wymeersch +1
5G mmWave MIMO systems enable accurate estimation of the user position and mapping of the radio environment using a single snapshot when both the base station (BS) and user are equ…
CFAR Feature Plane: a Novel Framework for the Analysis and Design of Radar Detectors
Angelo Coluccia, Alessio Fascista, Giuseppe Ricci
Since Kelly's pioneering work on GLRT-based adaptive detection, many solutions have been proposed to enhance either selectivity or robustness of radar detectors to mismatched signa…
A k-nearest neighbors approach to the design of radar detectors
Angelo Coluccia, Alessio Fascista, Giuseppe Ricci
A k-nearest neighbors (KNN) approach to the design of radar detectors is investigated. The idea is to start with either raw data or well-known radar receiver statistics as feature…
Design of robust radar detectors through random perturbation of the target signature
Angelo Coluccia, Giuseppe Ricci, Olivier Besson
The paper addresses the problem of designing radar detectors more robust than Kelly's detector to possible mismatches of the assumed target signature, but with no performance degra…