Band-limitation effect on statistical properties of class-A interference

Y. Matsumoto, K. Gotoh, K. Wiklundh
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引用次数: 13

Abstract

The effect of band limitation on the statistical properties of Middleton's class A noise model is investigated. It is found that a uniformly weighted sum of statistically independent and identically distributed class A random variables becomes a new class A random variable with reduced impulsiveness. It is also found that bandlimited noise becomes class A noise if the impulse response of the filter has a rectangular envelope waveform. Since matched filters employed by DS-SS (direct sequence spread spectrum) or OFDM (orthogonal frequency division multiplex) systems usually satisfy the above condition, the results can be widely applied to the evaluation of the error probability of signal detection in such communication systems subjected to class A interference.
带限制对a类干扰统计特性的影响
研究了频带限制对米德尔顿A类噪声模型统计特性的影响。发现统计独立且同分布的a类随机变量的均匀加权和成为冲动性降低的新a类随机变量。如果滤波器的脉冲响应呈矩形包络波形,则带限噪声变为A类噪声。由于DS-SS(直接序列扩频)或OFDM(正交频分复用)系统所采用的匹配滤波器通常满足上述条件,因此其结果可广泛应用于这类通信系统受A类干扰时信号检测误差概率的评估。
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