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一种抗频偏的卫星幅相调制信号识别算法
引用本文:廖灿辉, 涂世龙, 万坚. 一种抗频偏的卫星幅相调制信号识别算法[J]. 电子与信息学报, 2014, 36(2): 346-352. doi: 10.3724/SP.J.1146.2013.00512
作者姓名:廖灿辉 涂世龙 万坚
作者单位:盲信号处理国家重点实验室 成都 610041
摘    要:该文针对卫星中的常用调制QPSK, 16QAM和新型调制16APSK, 32APSK,提出一种自适应构造幅度分布模板,并通过计算实际信号幅度分布向量与幅度分布模板间的匹配误差来进行调制识别的算法。该方法不需要知晓载噪比,不需要人为确定阈值,且对频偏误差的容忍能力强,适合实际工程应用。仿真表明,在载噪比为9 dB,符号个数为4000时,该算法对4种调制信号的识别率能达到98%以上,证明了其有效性。

关 键 词:卫星通信   调制识别   APSK   幅度分布
收稿时间:2013-04-17
修稿时间:2013-09-18

An Anti-frequency-offset Algorithm for Modulation Recognition of Satellite Amplitude-phase Modulated Signals
Liao Can-Hui, Tu Shi-Long, Wan Jian. An Anti-frequency-offset Algorithm for Modulation Recognition of Satellite Amplitude-phase Modulated Signals[J]. Journal of Electronics & Information Technology, 2014, 36(2): 346-352. doi: 10.3724/SP.J.1146.2013.00512
Authors:Liao Can-hui Tu Shi-long Wan Jian
Affiliation:National Key Laboratory on Blind Signals Processing, Chengdu 610041, China
Abstract:An anti-frequency-offset algorithm is proposed by utilizing amplitude distribution feature for modulation recognition of conventional satellite modulations, such as QPSK, 16QAM and new modulations like 16APSK and 32APSK. The algorithm is based on adaptive construction of amplitude distribution template. After calculating the matching error between the amplitude distribution template and the actual amplitude distribution vector, the algorithm can recognize the modulation type by choosing the modulation type with the minimum matching error. This method does not need any prior knowledge about Carrier-to-Noise ratio (C/N), as well as threshold, and it is not sensitive to frequency offset. Becasuse of these advantages, the algorith is suitable for engineering application. Computer simulations show that the correct recognition probability is more than 98% when C/N is greater than 9 dB and 4000 symbols are used. It verifies the effectiveness of the algorithm.
Keywords:Satellite communication  Modulation recognition  APSK  Amplitude distribution
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