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首页> 外文期刊>International Journal of Electrical and Computer Engineering >PSO-CCO_MIMO-SA: A particle swarm optimization based channel capacity optimzation for MIMO system incorporated with smart antenna
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PSO-CCO_MIMO-SA: A particle swarm optimization based channel capacity optimzation for MIMO system incorporated with smart antenna

机译:PSO-CCO_MIMO-SA:与智能天线的MIMO系统的基于粒子群的频道容量优化

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摘要

With the radio channels physical limits, achieving higher data rate in the multi-channel systems is been a biggest concern. Hence, various spatial domain techniques have been introduced by incorporating array of antenna elements (i.e., smart antenna) in recent past for the channel limit expansion in mobile communication antennas. These smart antennas help to yield the improved array gain or bearm forming gain and hence by power efficiency enhanmaent in the channel and antenna range expansion. The use of smart antenna leads to spatial diversity and minimizes the fading effect and improves link reliability. However, in the process of antenna design, the proper channel modelling is is biggest concern which affect the wireless system performance. The recent works of MIMO design systems have discussed the issues in number of antenna selection which suggests that optimization of MIMO channel capacity is required. Hence, a Particle Swarm Optimization based channel capacity optimzation for MIMO system incorporated with smart antenna is introduced in this paper. From the outcomes it is been found that the proposed PSO based MIMO system achieves better convergenece speed which results in better channel capacity.
机译:通过无线电频道物理限制,在多通道系统中实现更高的数据速率是最重要的。因此,通过在最近过去的过去的用于移动通信天线中的信道限制扩展,通过结合天线元件(即智能天线)阵列来引入各种空间域技术。这些智能天线有助于产生改进的阵列增益或BEARM成型增益,从而通过通道和天线范围扩展中的功率效率。使用智能天线导致空间分集并最大限度地减少衰落效果并提高链路可靠性。然而,在天线设计的过程中,适当的信道建模是影响无线系统性能的最大问题。 MIMO设计系统最近的作品已经讨论了天线选择数量的问题,这表明需要优化MIMO信道容量。因此,本文介绍了加入智能天线的MIMO系统的基于粒子群的频道容量优化。从结果发现,所提出的PSO基MIMO系统实现了更好的换频速度,从而导致更好的信道容量。

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