Work

Joint Space Time Block Code and Modulation Classification for MIMO Systems

Year: 2016

Type: article

Abstract: Non-cooperative identification of unknown communication signals is a popular research area with widespread civilian and military applications. Multiple input multiple output (MIMO) systems employing multi-antenna transmission pose new challenges to signal identification systems, such as the classification of the employed space time block code (STBC) and modulation in the presence of the self-interference inherent to the multi-antenna transmission. In the existing literature, these two classification problems have been handled separately, despite the fact that they are interrelated. This letter presents a novel approach to MIMO signal identification by considering the modulation type and the STBC classification tasks as a joint classification problem.

Source: IEEE Wireless Communications Letters

DOI: 10.1109/lwc.2016.2631167

Authors: Ozgur Bayer, Menguc Oner

Institution: Işık University

Language: English

Topic: Wireless Signal Modulation Classification

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

Funder: Türkiye Bilimsel ve Teknolojik Araştırma Kurumu

Award: Çok girdili çok çıktılı kablosuz haberleşme sistemleri için sinyal tanıma sistemlerinin geliştirilmesi