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Automatic modulation identification for non-linear digital modulation (based on software radio techniques)

机译:非线性数字调制的自动调制识别(基于软件无线电技术)

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We implemented indoor and outdoor evaluation tests on the developed modulation mode identification algorithm using a experiment system with software radio techniques. In the indoor evaluation test, identification probability test was executed on S/N and fading conditions. As the result, it was confirmed that modulation mode identification probability of 90% or better was achievable at S/N /spl ges/ 1 dB for FSK, S/N /spl ges/ 13 dB for MSK, and S/N /spl ges/ 9 dB for GMSK (BbT=0.3 dB). Additionally, it was confirmed from identification test results on GMSK that identification probability deteriorates as BbT product decreases. Furthermore, it was confirmed that modulation mode can be identified under the fading environment with Rayleigh fading 50 Hz. In the outdoor evaluation test, the test source was mounted on a vehicle and identification probability test was executed. Its result showed that identification probability of 94% or better was possible with the proposed algorithm under the dynamic environment where it was influenced of fading and multipath.
机译:我们使用带有软件无线电技术的实验系统,在已开发的调制模式识别算法上实施了室内和室外评估测试。在室内评估测试中,在信噪比和衰落条件下执行了识别概率测试。结果证实,对于FSK,在S / N / spl ges / 1 dB时,对于MSK,S / N / spl ges / 13 dB,以及S / N / spl,可获得90%或更高的调制模式识别概率。 ges / 9 dB(对于GMSK)(BbT = 0.3 dB)。此外,从GMSK的鉴定测试结果证实,随着BbT产物的减少,鉴定几率会降低。此外,证实了在瑞利衰落50Hz的衰落环境下可以识别调制模式。在室外评估测试中,将测试源安装在车辆上并执行识别概率测试。结果表明,该算法在衰落和多径影响下的动态环境下,具有94%以上的识别率是可行的。

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