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The Geometry of Generalized Likelihood Ratio Test [PDF]
Entropy, 2022 The generalized likelihood ratio test (GLRT) for composite hypothesis testing problems is studied from a geometric perspective. An information-geometrical interpretation of the GLRT is proposed based on the geometry of curved exponential families.
Yongqiang Cheng +2 more
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Segmentation Method for Ship-Radiated Noise Using the Generalized Likelihood Ratio Test on an Ordinal Pattern Distribution [PDF]
Entropy, 2020 Due to the diversity of ship-radiated noise (SRN), audio segmentation is an essential procedure in the ship statuses/categories identification. However, the existing segmentation methods are not suitable for the SRN because of the lack of prior knowledge.
Lei He +3 more
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A generalized likelihood ratio test for monitoring profile data. [PDF]
J Appl Stat, 2021 Profile data emerges when the quality of a product or process is characterized by a functional relationship among (input and output) variables. In this paper, we focus on the case where each profile has one response variable Y, one explanatory variable x, and the functional relationship between these two variables can be rather arbitrary.
Liu Y, Zhu J, Lin DKJ.
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Cancelable ECG Biometrics Using Compressive Sensing-Generalized Likelihood Ratio Test [PDF]
IEEE Access, 2019 Electrocardiogram (ECG) has been investigated as promising biometrics, but it cannot be canceled and re-used once compromised just like other biometrics.
Hanvit Kim, Se Young Chun
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When Is The Generalized Likelihood Ratio Test Optimal? [PDF]
Proceedings. 1991 IEEE International Symposium on Information Theory, 1992 Summary: The generalized likelihood ratio test (GLRT), which is commonly used in composite hypothesis testing problems, is investigated. Conditions for asymptotic optimality of the GLRT in the Neyman-Pearson sense are studied and discussed. First, a general necessary and sufficient condition is established, and then based on this, a sufficient ...
Ofer Zeitouni, Jacob Ziv, Neri Merhav
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Global Ecology and Conservation, 2022 Mugger crocodile is a keystone species of slow flowing fresh water ecosystem. Few studies regarding status and distribution of Vulnerable Mugger have been conducted in Nepal. However, studies on ecology and other aspects of the species are limited.
Saurav Lamichhane +6 more
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Generalized Likelihood Ratio Test for Adversarially Robust Hypothesis Testing
IEEE Transactions on Signal Processing, 2022 Machine learning models are known to be susceptible to adversarial attacks which can cause misclassification by introducing small but well designed perturbations. In this paper, we consider a classical hypothesis testing problem in order to develop fundamental insight into defending against such adversarial perturbations.
Bhagyashree Puranik +2 more
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Leida xuebao, 2021 To address the problem of detecting point-like targets in a partially homogeneous Gaussian cluttered environment, we developed a modified Generalized Likelihood Ratio Test (GLRT) detection method based on a symmetrically spaced linear array that relies ...
Linjie YAN +4 more
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Evaluating the Goodness of Fit of Generalized Nakagami Distribution
Cumhuriyet Science Journal, 2023 The Generalized Nakagami distribution is a popular distribution in wireless communication. This distribution includes the Nakagami distribution as a special case.
Deniz Özonur
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Distributed Target Detection in Unknown Interference
Sensors, 2022 Interference can degrade the detection performance of a radar system. To overcome the difficulty of target detection in unknown interference, in this paper we model the interference belonging to a subspace orthogonal to the signal subspace.
Kaiming Xu, Yunkai Deng, Zhongjun Yu
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