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The Complex Parameter Rao Test

open access: yesIEEE Transactions on Signal Processing, 2016
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Steven Kay, Zhenghan Zhu
exaly   +5 more sources
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Robust detection of distributed targets based on Rao test and Wald test

Signal Processing, 2021
Abstract We consider the problem of detecting distributed targets in Gaussian noise with unknown covariance matrix. To make the signal-plus-noise hypothesis more plausible in the mismatched case, we model the received signal under the signal-plus-noise hypothesis as the sum of noise, useful target echoes and fictitious signals. Two adaptive detectors
Shengyin Sun   +3 more
openaire   +1 more source

Rao Algorithms Based on Elite Local Search Method

open access: yesNeural Computing and Applications, 2023
The Rao algorithms, which have been proposed for solving complex and continuous optimization problems lately, are described as metaphor-less optimization algorithms because they do not contain algorithm-specific parameters.
Mehmet Fatih Tefek
exaly   +2 more sources

Persymmetric Rao and Wald Tests for Partially Homogeneous Environment

IEEE Signal Processing Letters, 2012
This letter deals with the problem of adaptive detection in partially-homogeneous Gaussian disturbance with unknown but persymmetric structured covariance matrix. Since no uniformly most powerful test exists for the problem at hand, we devise and assess two detection strategies based on the Rao test and the Wald test design criteria.
Hao C, Orlando D, Ma X, Hou C
openaire   +2 more sources

A Rao Test With Enhanced Selectivity Properties in Homogeneous Scenarios

IEEE Transactions on Signal Processing, 2010
This correspondence focuses on the design of a selective receiver for homogeneous scenarios. To this end, at the design stage it is assumed that the cell under test contains a noise-like interferer in addition to thermal noise, clutter, and to the possible signal of interest; a set of secondary data, free of signal components, is available: such data ...
D. Orlando, RICCI, Giuseppe
openaire   +2 more sources

The PAMF Detector is a Parametric Rao Test

Conference Record of the Thirty-Ninth Asilomar Conference onSignals, Systems and Computers, 2005., 2006
The Rao test for an adaptive signal detection prob- lem in space-time adaptive processing (STAP) applications is derived by modeling the disturbance signal as a multichannel autoregressive (AR) process. Interestingly, the Rao test takes a form identical to that of the recently introduced parametric adaptive matched filter (PAMF) detector.
null Hongbin Li   +2 more
openaire   +1 more source

RAO: a low-cost AUV for testing

OCEANS 2000 MTS/IEEE Conference and Exhibition. Conference Proceedings (Cat. No.00CH37158), 2002
We present an autonomous underwater vehicle (AUV) designed and assembled at the University of the Balearic Islands. This vehicle has been conceived to be a testing bench for the development of hardware and software related with underwater robotics.
G. Oliver   +4 more
openaire   +1 more source

On the Invariance, Coincidence, and Statistical Equivalence of the GLRT, Rao Test, and Wald Test

IEEE Transactions on Signal Processing, 2010
Three common techniques to discriminate between alternatives in a binary hypothesis testing problem are: the generalized likelihood ratio test (GLRT), the Rao test, and the Wald test. In this paper, we investigate some characteristics of the corresponding decision statistics and provide their expressions for some problems of particular interest in ...
DE MAIO, ANTONIO, S. M. Kay, A. Farina
openaire   +4 more sources

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