文章基本信息

标题：A Robust Cooperative Modulation Classification Scheme with Intra sensor Fusion for the Time correlated Flat Fading Channels
其他标题：A Robust Cooperative Modulation Classification Scheme with Intra sensor Fusion for the Time correlated Flat Fading Channels
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作者：Goran Marković ; Vlada Sokolović
期刊名称：Defence Science Journal
印刷版ISSN：0976-464X
出版年度：2020
卷号：70
期号：1
页码：60-65
出版社：Defence Scientific Information & Documentation Centre
摘要：Networks with distributed sensors, e.g. cognitive radio networks or wireless sensor networks enable large-scale deployments of cooperative automatic modulation classification (AMC). Existing cooperative AMC schemes with centralised fusion offer considerable performance increase in comparison to single sensor reception. Previous studies were generally focused on AMC scenarios in which multipath channel is assumed to be static during a signal reception. However, in practical mobile environments, time-correlated multipath channels occur, which induce large negative influence on the existing cooperative AMC solutions. In this paper, we propose two novel cooperative AMC schemes with the additional intra-sensor fusion, and show that these offer significant performance improvements over the existing ones under given conditions.
关键词：Automatic modulation classification;Decision fusion;Time;correlated fading channels;Multi;sensor fusion