认知无线网络中隐藏用户的检测

F. Benedetto, G. Giunta, Elena Guzzon, M. Renfors
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引用次数: 18

摘要

在认知无线网络中,授权给主要用户的未占用频段可以被次要(低功耗或隐藏)认知用户机会性地访问。二级用户可以是已授权的低功耗用户,也可以是未授权的(隐藏的)占用噪声级以下非法传输频段的用户。更详细地说,所设计的方法能够利用接收信号的高阶矩,在方差未知的噪声中检测出未知的低功率等模量信号。检测阶段使用的决策变量(仅)由隐藏信号的估计功率表示。在存在噪声不确定性的情况下,与常规能量检测进行了性能分析。特别地,评估和比较了所提出的方法和传统方法的检测概率以及平均检测时间。大量仿真实验的数值结果证明了该方法在认知通信中检测隐藏用户低功率信号的有效性。
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Detection of hidden users in cognitive radio networks
In cognitive radio networks, the unoccupied frequency bands licensed to primary users can be opportunistically accessed by secondary (low-power or hidden) cognitive users. Secondary users can be authorized low-power users, or unauthorized (hidden) users that occupy the band illegally transmitting under the noise level. More in details, the devised method is able to detect unknown low-power constant-modulus signals in noise of unknown variance, exploiting higher order moments of the received signal. The decision variable used in the detection stage is represented (only) by the estimated power of the hidden signal. Performance analysis is carried out in comparison with conventional energy detection, in the presence of noise uncertainty. In particular, the detection probabilities of the proposed and conventional methods as well as the mean detection time are evaluated and compared. The numerical results, obtained from wide simulation trials, have evidenced the efficiency of our method for detecting the hidden user's low-power signal in cognitive communications.
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