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Optimal Relay Antenna Location in Indoor Environment Using Particle Swarm Optimizer and Genetic Algorithm

机译:基于粒子群优化和遗传算法的室内中继天线最优定位

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摘要

An optimization procedure for the location of the relay transceiver in ultra-wideband wireless communication system is presented. The impulse responses of different transceiver locations are computed by shooting and bouncing ray/image (SBR/Image) techniques and inverse fast Fourier transform (IFFT). By using the impulse responses of these multi-path channels, the bit error rate (BER) performance for binary pulse amplitude modulation (BPAM) impulse radio UWB communication system are calculated. Based on the BER performance, the outage probability for any given relay location of the transceiver can be computed. The optimal relay antenna location for minimizing the outage probability is searched by genetic algorithm (GA) and particle swarm optimizer (PSO). The transmitter is in the center of the whole indoor environment and the receivers are uniform distributed with 1.5 meter intervals in the whole indoor environment. Two cases are considered as following: (I) Two relay transceivers with two different cases are employed. First, the whole space is divided into two areas and one relay transceiver is used in each area. The optimal relay antenna locations are searched in each area respectively. Second, the two optimal relay locations are searched in the whole space directly without any prior division. (II) Four relay transceivers with two different cases are employed. First, the whole space is divided into four areas and one relay transceiver is used in each area. The optimal relay antenna locations are searched in each area respectively. Second, the four optimal relay locations are searched in the whole space directly without any prior division. Numerical results have shown that our proposed method is effective for finding the optimal location for relay antenna to reduce BER and outage probability.
机译:提出了超宽带无线通信系统中中继收发器位置的优化程序。通过拍摄和反射射线/图像(SBR / Image)技术和快速傅里叶逆变换(IFFT),可以计算出不同收发器位置的脉冲响应。通过使用这些多径信道的脉冲响应,可以计算出二进制脉冲幅度调制(BPAM)脉冲无线UWB通信系统的误码率(BER)性能。基于BER性能,可以计算出收发器任何给定中继位置的中断概率。通过遗传算法(GA)和粒子群优化器(PSO)搜索用于最大程度降低停机概率的最佳中继天线位置。发射器位于整个室内环境的中心,接收器在整个室内环境中以1.5米的间隔均匀分布。考虑以下两种情况:(I)使用具有两种不同情况的两个中继收发器。首先,将整个空间分为两个区域,每个区域使用一个中继收发器。分别在每个区域中搜索最佳中继天线位置。其次,直接在整个空间中搜索两个最佳中继位置,而无需事先进行划分。 (II)使用具有两种不同情况的四个中继收发器。首先,将整个空间分为四个区域,每个区域使用一个中继收发器。分别在每个区域中搜索最佳中继天线位置。其次,无需在先划分即可直接在整个空间中搜索四个最佳中继位置。数值结果表明,我们提出的方法对于寻找中继天线的最佳位置以降低BER和断电概率是有效的。

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