Study on the method of chaotic oscillator in weak signal detection

Zhenbin Gao, Xiaozhe Liu, Na Zheng
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引用次数: 3

Abstract

The feasibility of using Duffing chaotic oscillator to detect the weak sinusoidal signal is testified and the performance is analyzed. The method of using the pair of extreme values of the system output variance to detect the weak signal is proposed. The influence of sampling frequency on the results is analyzed based on the theory that the output variance value of the system will reach a maximum when the signal frequency is equal to the reference frequency. Experiments have indicated that the weak signal will be detected in the lower signal to noise ratio SNR =-45 dB by increasing the sampling frequency and the length of the data sequence in the meanwhile. Moreover, the signal which has a random phase difference with the reference signal can also be detected based on the above theory, the experiments results have verified that the variance still has a dramatic change when the signal frequency is approximately equal to the reference frequency, and there appears a maximum value and a minimum value. This new property is successfully applied to measuring the frequency of amplitude modulated signal produced by the signal generator.
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混沌振荡器在微弱信号检测中的应用研究
验证了用Duffing混沌振荡器检测弱正弦信号的可行性,并对其性能进行了分析。提出了利用系统输出方差的一对极值来检测微弱信号的方法。基于信号频率等于参考频率时系统输出方差值达到最大值的理论,分析了采样频率对结果的影响。实验表明,通过提高采样频率和数据序列长度,可以在信噪比SNR =-45 dB的情况下检测到微弱信号。此外,基于上述理论还可以检测出与参考信号存在随机相位差的信号,实验结果证实,当信号频率近似等于参考频率时,方差仍有较大变化,并出现最大值和最小值。该特性成功地应用于信号发生器产生的调幅信号的频率测量。
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