A Novel Hybrid Cuckoo Search- Extreme Learning Machine Approach for Modulation Classification

A Novel Hybrid Cuckoo Search- Extreme Learning Machine Approach for Modulation Classification

This paper presents a novel hybrid extreme learning machine (ELM) with cuckoo search algorithm (CSA) for the classification purposes of the digitally modulated signals, such as phase shift keying (PSK), frequency shift keying (FSK), and quadrature amplitude modulation (QAM). Nine modulation schemes...

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Bibliographic Details
Main Authors: Syed Ihtesham Hussain Shah, Sheraz Alam, Sajjad A. Ghauri, Asad Hussain, Faraz Ahmed Ansari
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Extreme learning machine
cuckoo search algorithm
Gabor Features
automatic modulation recognition
Online Access:https://ieeexplore.ieee.org/document/8754798/

Internet

https://ieeexplore.ieee.org/document/8754798/

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