Robust detection of OFDM signals for cognitive UWB in low SNR with noise uncertainty

Wei-Cheng Zeng, G. Bi
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引用次数: 19

Abstract

Sensing the weak signals of primary users by cognitive UWB devices greatly challenges the capability of energy detector under noise uncertainty. This paper presents a simple and robust statistic for detecting the primary signals of OFDM type. The statistic, constructed from the auto-correlation function of the received signal, is unsusceptible to the noise uncertainty since it avoids estimating the noise level. The detection and false alarm probabilities are then calculated. The comparison with energy detection demonstrates its superiority to the energy detector in case of low SNR and noise uncertainty.
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低信噪比下认知超宽带OFDM信号的鲁棒检测
认知超宽带设备感知主要用户的微弱信号,极大地挑战了能量探测器在噪声不确定性下的能力。本文提出了一种简单、鲁棒的OFDM型主信号检测统计方法。该统计量是由接收信号的自相关函数构成的,由于避免了对噪声水平的估计,因此不容易受到噪声不确定性的影响。然后计算检测概率和虚警概率。通过与能量检测的比较,证明了能量检测在低信噪比和噪声不确定情况下的优越性。
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