DESIGN OF A METHOD FOR AUTOMATIC DIGITAL MODULATION CLASSIFICATION BASED ON INTELLIGENT CLUSTERING

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VAHDANI M.; NEJATI JAHROMI M.; GHOFRANI S.

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Paper Information

Journal: Advanced Defense Science and Technology Year:2013 | Volume:3 | Issue:4 (10) Page(s): 329-337

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Title

DESIGN OF A METHOD FOR AUTOMATIC DIGITAL MODULATION CLASSIFICATION BASED ON INTELLIGENT CLUSTERING

Author(s)

VAHDANI M. | NEJATI JAHROMI M. | GHOFRANI S. | Issue Writer Certificate

Keywords

AUTOMATIC MODULATION CLASSIFICATIONQ3

CLUSTERING METHODQ3

SUPPORT VECTOR MACHINESQ3

GENETIC ALGORITHMQ2

Abstract

This article proposes a method to classify digital modulation type from ASK, PSK and FSK groups, without prior information of received signal. This method has two steps and is called "clustering method". In the first step, the modulation group, and in the second step, modulation order is determined. Using CLUSTERING METHOD, the least preprocessing, the most effective separation characteristics and appropriate classifiers was applied to each group and GENETIC ALGORITHM has been used to improve system performance. The advantages of this method are high accuracy of identification, simplicity, blind identification and more modulation candidates compared to other similar methods.

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APA: Copy

VAHDANI, M., NEJATI JAHROMI, M., & GHOFRANI, S.. (2013). DESIGN OF A METHOD FOR AUTOMATIC DIGITAL MODULATION CLASSIFICATION BASED ON INTELLIGENT CLUSTERING. (JOURNAL OF ADVANCED DEFENCE SCIENCE AND TECHNOLOGY) JOURNAL OF PASSIVE DEFENCE SCIENCE AND TECHNOLOGY, 3(4 (10)), 329-337. SID. https://sid.ir/paper/167258/en

Vancouver: Copy

VAHDANI M., NEJATI JAHROMI M., GHOFRANI S.. DESIGN OF A METHOD FOR AUTOMATIC DIGITAL MODULATION CLASSIFICATION BASED ON INTELLIGENT CLUSTERING. (JOURNAL OF ADVANCED DEFENCE SCIENCE AND TECHNOLOGY) JOURNAL OF PASSIVE DEFENCE SCIENCE AND TECHNOLOGY[Internet]. 2013;3(4 (10)):329-337. Available from: https://sid.ir/paper/167258/en

IEEE: Copy

M. VAHDANI, M. NEJATI JAHROMI, and S. GHOFRANI, “DESIGN OF A METHOD FOR AUTOMATIC DIGITAL MODULATION CLASSIFICATION BASED ON INTELLIGENT CLUSTERING,” (JOURNAL OF ADVANCED DEFENCE SCIENCE AND TECHNOLOGY) JOURNAL OF PASSIVE DEFENCE SCIENCE AND TECHNOLOGY, vol. 3, no. 4 (10), pp. 329–337, 2013, [Online]. Available: https://sid.ir/paper/167258/en

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