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A PSO-based UWB Pulse Waveform Design Method

机译:基于PSO的UWB脉冲波形设计方法

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摘要

Based on linear combination with differential Gaussian pulse, a designing impulse radio waveforms method for Ultra Wideband (UWB) wireless communications was investigated. According to the spread spectrum effect of the shaping factor and differential coefficient, a simple pulse design method on constructing differential Gaussian pulse was proposed that made use of a linear only triple-pulse combination of multiple Gaussian derivatives. To gain the best weight coefficient, we proposed to optimize its weight vector and shaping factor by particle swarm optimization (PSO) technique, which is an optimization method inspired by swarm behavior. In PSO algorithm, each particle (individual) belonging to the swarm searches optimal solution efficiently using entire swarm information. The simulation results showed that the designed pulse can meet the power spectral constraint of Federal Communication Commission (FCC) UWB mask. Furthermore, its performance is better than single Gaussian derivation pulse to satisfy some demand.
机译:基于与差分高斯脉冲的线性组合,研究了用于超宽带(UWB)无线通信的设计脉冲无线电波形方法。根据成形因子和差分系数的扩频效果,提出了一种构建差分高斯脉冲的简单脉冲设计方法,其利用了多个高斯衍生物的线性的三脉冲组合。为了获得最佳的体重系数,我们提出通过粒子群优化(PSO)技术来优化其体重载体和成型因素,这是由群体行为启发的优化方法。在PSO算法中,属于群体的每个粒子(个体)使用整个群信息有效地搜索最佳解决方案。仿真结果表明,设计的脉冲可以满足联邦通信委员会(FCC)UWB面具的功率谱限制。此外,它的性能优于单个高斯推导脉冲,以满足一些需求。

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