DocumentCode
1891302
Title
The use of digital signal processing for a modulation classification
Author
Matic, Vladimir ; Lestar, Branka ; Tadic, Vladimir
Author_Institution
Institute IRITEL, Beograd, Yugoslavia
fYear
2002
fDate
2002
Firstpage
126
Lastpage
130
Abstract
A modulation classifier, a device that automatically recognizes the modulation type of received radio signals, plays an important role in several communications applications. One solution of a modulation classifier is described in the paper. It is based on the pattern-recognition approach, where some discriminating features are extracted from incoming signal. In the proposed solution, the signal envelope and its instantaneous frequency are selected as features. They are further processed to obtain more appropriable parameters which can indicate modulation type of the signal. The device is intended for the implementation in radio surveillance, supervision and monitoring systems. It allows automatic recognition of AM and FM emissions, usually met in HF band, in the real time. The classifier is designed and realized using DSP technique.
Keywords
feature extraction; modulation; pattern classification; radio receivers; signal processing; AM emissions; DSP; FM emissions; HF band; automatic recognition; digital signal processing; discriminating features; instantaneous frequency; modulation classification; modulation type; monitoring system; pattern recognition; radio surveillance; received radio signals; signal envelope; supervision system; Condition monitoring; Digital modulation; Digital signal processing; Feature extraction; Frequency domain analysis; Radio communication; Signal analysis; Signal processing; Surveillance; Time domain analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Electrotechnical Conference, 2002. MELECON 2002. 11th Mediterranean
Print_ISBN
0-7803-7527-0
Type
conf
DOI
10.1109/MELECON.2002.1014544
Filename
1014544
Link To Document