A parametric multichannel detection algorithm for correlated non-Gaussian random processes

M Rangaswamy, JH Michels - … of the 1997 IEEE National Radar …, 1997 - ieeexplore.ieee.org
This paper addresses the problem of adaptive multichannel signal detection in additive
correlated non-Gaussian noise using a parametric model-based approach. The adaptive …

Adaptive signal processing in non-Gaussian noise backgrounds

M Rangaswamy, JH Michels - Ninth IEEE Signal Processing …, 1998 - ieeexplore.ieee.org
This paper discusses the problem of adaptive radar target detection in non-Gaussian noise
backgrounds which can be modeled as a spherically invariant random process (SIRP). The …

Multichannel detection for correlated non-Gaussian random processes based on innovations

M Rangaswamy, JH Michels… - IEEE Transactions on …, 1995 - ieeexplore.ieee.org
The paper addresses the problem of multichannel signal detection in additive correlated non-
Gaussian noise using the innovations approach. Although this problem has been addressed …

Recursive estimation of the covariance matrix of a compound-Gaussian process and its application to adaptive CFAR detection

E Conte, A De Maio, G Ricci - IEEE Transactions on signal …, 2002 - ieeexplore.ieee.org
Adaptive detection of signals embedded in Gaussian or non-Gaussian noise is a problem of
primary concern among radar engineers. We propose a recursive algorithm to estimate the …

[图书][B] Advanced radar detection schemes under mismatched signal models

F Bandiera, D Orlando, G Ricci - 2022 - books.google.com
Adaptive detection of signals embedded in correlated Gaussian noise has been an active
field of research in the last decades. This topic is important in many areas of signal …

Short-data-record adaptive detection

DA Pados, SN Batalama… - 2007 IEEE Radar …, 2007 - ieeexplore.ieee.org
The classical problem of detecting a complex signal of unknown amplitude in colored
Gaussian noise is revisited in the context of adaptive detection with limited training data via …

Adaptive radar detection of extended Gaussian targets

G Ricci, LL Scharf - Proc. 12th Annual Workshop on Adaptive Sensor …, 2004 - apps.dtic.mil
We have addressed the derivation and the analysis of an adaptive decision scheme to
detect possible extended targets modeled as Gaussian vectors known to belong to a given …

Signal detection in correlated Gaussian and non-Gaussian radar clutter

M Rangaswamy, P Chakravarthi… - Final Technical …, 1993 - ui.adsabs.harvard.edu
The subject of this report is the detection of weak targets in a strong clutter environment. Two
situations arise depending on whether or not the weak targets can be separated from the …

Adaptive radar detection: A Bayesian approach

A De Maio, A Farina, G Foglia - 2007 IEEE Radar Conference, 2007 - ieeexplore.ieee.org
In this paper we consider the problem of adaptive radar detection in Gaussian disturbance
with unknown spectral properties. To this end we resort to a Bayesian approach based on a …

Invariance theory for adaptive radar detection in heterogeneous environment

A De Maio - IEEE Signal Processing Letters, 2019 - ieeexplore.ieee.org
Adaptive detection of a signal competing with Gaussian interference with spatially varying
power is addressed in this letter. Invariance principle is used to focus the attention on a class …