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FPGA implementation of automatic modulation recognition system for advanced SATCOM system

机译:先进SATCOM系统自动调制识别系统的FPGA实现。

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Automatic identification of the digital modulation type of asignal has found applications in many areas, including software defined radio (SDR), surveillance and threat analysis. This paper describes the FPGA based implementation of Automatic Modulation Recognition (AMR) algorithm foradvanced communication payload. A wavelet transform based algorithm which involves multi-rate signal processing, is realizedto distinguish QAM, PSK and FSK digital modulation signal in noisy environment. The approach is to usewavelet transform to extract the transient characteristics ina digital modulation signal to identify the type of modulation. The optimum thresholds are derivedfrom rigorous simulation in MATLAB/Simulinkunder the condition that the input noise is Additive WhiteGaussian (AWGN). The performance of the identification schemeis investigated through simulations. The design is implemented and tested in Xilinx Virtex-4 FPGA based card.
机译:自动识别信号的数字调制类型已在许多领域得到应用,包括软件定义的无线电(SDR),监视和威胁分析。本文介绍了用于高级通信有效载荷的基于FPGA的自动调制识别(AMR)算法的实现。实现了一种基于小波变换的算法,该算法涉及多速率信号处理,用于区分噪声环境中的QAM,PSK和FSK数字调制信号。该方法是使用小波变换来提取数字调制信号中的瞬态特性,以识别调制类型。在输入噪声为加性白高斯(AWGN)的条件下,可以从MATLAB / Simulink中的严格仿真得出最佳阈值。通过仿真研究了识别方案的性能。该设计在基于Xilinx Virtex-4 FPGA的卡中实现和测试。

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