随机时序抖动对基于循环平稳的频谱感知算法的影响

M. Oner
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引用次数: 0

摘要

认知无线电是一种使能技术,由于其灵活性和感知频谱环境的能力,预计将导致更有效地利用可用频谱资源。近年来,基于通信信号周期平稳特性的频谱传感方法引起了人们的广泛关注。在实践中,信号产生或接收中的缺陷可能会影响感兴趣信号的循环统计量,导致基于理想信号模型的利用循环平稳性的频谱传感方案的性能下降。不完美的一个典型来源是随机时序抖动,它可以发生在发送端,最明显的形式是数字调制信号的脉冲时序抖动,或者在接收端以采样抖动的形式出现。在这项工作中,我们探讨了随机时序抖动对广义循环平稳信号二阶循环平稳统计量的影响。推导了采样抖动和脉冲时序抖动情况下信号循环统计量的一般解析表达式,并给出了实际应用的具体结果。随后,通过仿真研究了两种抖动类型对基于循环平稳的频谱感知算法的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On the effects of random timing jitter on spectrum sensing algorithms based on cyclostationarity
Cognitive radio is an enabling technology, which is expected to lead to a more efficient utilization of the available spectral resources due to its flexibility and its ability to sense its spectral environment. Recently, spectrum sensing methods based on exploiting the cyclostationary characteristics of communication signals have been drawing interest. In practice, imperfections in the signal generation or reception may affect the cyclic statistics of a signal of interest, leading to a degradation in the performance of cyclostationarity-exploiting spectrum sensing schemes based on an ideal signal model. A typical source of imperfection is random timing jitter, which can occur at the transmitter side, most notably in the form of pulse timing jitter for digitally modulated signals, or at the receiver side in the form of sampling jitter. In this work, we explore the effect of randomtiming jitter on the second order cyclostationary statistics of wide sense cyclostationary signals. General analytical expressions are derived for the cyclic statistics of signals in the presence of sampling and pulse timing jitter and specific results are provided for cases of practical interest. Subsequently, the effect of the both jitter types on a cyclostationary-based spectrum sensing algorithm is investigated via simulations.
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