Deep Learning for Wireless Signal Classification leaf node


URI

https://openalex.org/T12131

Label

Deep Learning for Wireless Signal Classification

Description

This cluster of papers focuses on the application of deep learning techniques for wireless signal classification, including modulation classification, channel estimation, RF fingerprinting, and spectrum monitoring in cognitive radios. The papers explore the opportunities and challenges of using deep learning in wireless communications and physical layer signal processing.

Implementation

@prefix oasubfields: <https://openalex.org/subfields/> .
@prefix openalex: <https://lambdamusic.github.io/openalex-hacks/ontology/> .
@prefix owl: <http://www.w3.org/2002/07/owl#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix skos: <http://www.w3.org/2004/02/skos/core#> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

<https://openalex.org/T12131> a skos:Concept ;
    rdfs:label "Deep Learning for Wireless Signal Classification"@en ;
    rdfs:isDefinedBy openalex: ;
    owl:sameAs <https://en.wikipedia.org/wiki/Wireless_signal_classification>,
        <https://openalex.org/T12131> ;
    skos:broader oasubfields:1702 ;
    skos:definition "This cluster of papers focuses on the application of deep learning techniques for wireless signal classification, including modulation classification, channel estimation, RF fingerprinting, and spectrum monitoring in cognitive radios. The papers explore the opportunities and challenges of using deep learning in wireless communications and physical layer signal processing."@en ;
    skos:inScheme openalex: ;
    skos:prefLabel "Deep Learning for Wireless Signal Classification"@en ;
    openalex:cited_by_count 111074 ;
    openalex:works_count 10410 .