Decoupling RNN Training and Testing Observation Intervals for Spectrum Sensing Applications
Sensors, 2022 Recurrent neural networks have been shown to outperform other architectures when processing temporally correlated data, such as from wireless communication signals.
Megan O. Moore +2 more
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On the classification of binary space shift keying modulation [PDF]
, 2018 Blind and non-cooperative classification of the modulation employed in signals originating from unknown or partly known sources has widespread applications in civilian and military contexts.
Öner, Mengüç
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A classification theorem for SKT-modules [PDF]
Proceedings of the American Mathematical Society, 1980 In this paper a class of Abelian groups which includes the torsion totally projective groups, S-groups, and balanced projectives is studied. It is shown that this class of groups has a complete set of invariants.
openaire +2 more sources
The classification of special Cohen–Macaulay modules [PDF]
Mathematische Zeitschrift, 2009 36 pages, minor revision, to appear in Math ...
Iyama, Osamu, Wemyss, Michael
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A Recognition Algorithm for Modulation Schemes by Convolution Neural Network and Spectrum Texture
Xibei Gongye Daxue Xuebao, 2019 The recognition of modulation schemes for communication signals is an important part of communication surveillance and spectrum monitoring. An algorithm based on deep learning and spectrum texture is proposed to recognize modulation schemes.
doaj +1 more source
A robust modulation classification method using convolutional neural networks [PDF]
, 2019 Automatic modulation classification (AMC) is a core technique in noncooperative communication systems. In particular, feature-based (FB) AMC algorithms have been widely studied.
Chen, Yunfei +5 more
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Optimized Classification of Intelligent Reflecting Surface (IRS)-Enabled GEO Satellite Signals
Sensors, 2023 The intelligent reflecting surface (IRS) is a cutting-edge technology for cost-effectively achieving future spectrum- and energy-efficient wireless communication.
Mamoona Jamil +6 more
doaj +1 more source
Infinite Feature Selection on Shore-Based Biomarkers Reveals Connectivity Modulation after Stroke [PDF]
, 2016 Connectomics is gaining increasing interest in the scientific and clinical communities. It consists in deriving models of structural or functional brain connections based on some local measures.
Granziera, C. +3 more
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Joint modulation classification and antenna number detection for MIMO systems [PDF]
, 2016 Noncooperative classification of the modulation type of communication signals finds application in both civilian and military contexts. Existing modulation classification methods for multiple-input multiple-output (MIMO) communication systems commonly ...
Turan, Merve +2 more
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Topological equivalence of crystal and quasicrystal band structures [PDF]
, 2013 A number of recent articles have reported the existence of topologically non-trivial states and associated end states in one-dimensional incommensurate lattice models that would usually only be expected in higher dimensions.
Bergholtz, Emil J. +2 more
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