Synchronization of Frequency Hopping by LSTM Network for Satellite Communication System
IEEE Communications Letters(2019)
Abstract
In this letter, a novel method for synchronization of frequency hopping signal is proposed for tactical satellite communication system. Proposed method consists of serial search for coarse acquisition and use of long short-term memory (LSTM) network for fine acquisition. During training, the LSTM network is able to learn trend of energy signal used for fine acquisition. As a result, it can perform...
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Key words
Downlink,Synchronization,Uplink,Estimation,Satellites
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