一种基于模糊自适应信噪比阈值的CDMA系统CAC方案

Jiping Li, Shixun Wu, Shouyin Liu
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引用次数: 1

摘要

基于信噪比(SINR)的呼入控制(CAC)方案,只要测量到的SINR大于阈值(SINRth),就允许呼入。如果选择较高的SINRth值,信号质量会得到改善,但这会增加阻塞概率(pb),从而降低网络利用率。另一方面,较低的SINRth值会降低pb,但会降低信号质量并增加中断概率(pout)。因此,如何选择合适的sinr是非常重要的。本文主要从以下几个方面进行研究。首先,导出了SINRth的精确上界。其次,基于SINRth的上界和其他文献给出的下界,我们设计了一个模糊逻辑控制器(FLC),该控制器可以根据单元内的活跃用户数(AUs)和每个单元的Erlang平均到达流量强度(AATI)自适应调整SINRth。最后,将基于FLC的网络性能与基于最优固定信噪比的网络性能进行比较。数值结果表明,基于FLC的优化方案比最优固定阈值CAC方案具有更好的性能。
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A new CAC scheme based on adaptive SINR threshold using fuzzy logic for CDMA system
Signal to interference plus noise ratio (SINR) based call admission control (CAC) scheme admits incoming calls as long as the measured SINR is higher than threshold value (SINRth). If a high value of SINRth is chosen, the signal quality will improve but this will increase the blocking probability (pb), and as a result, will decrease the network utilization. On the other hand, a low value of SINRth will reduce pb, however degrades the signal quality and increases outage probability (pout). Hence, how to choose appropriate SINRth is very important. In this paper, we focus on the following aspects. Firstly, an accurate upper bound of SINRth is derived. Secondly, based on the upper bound of SINRth and a lower bound from other literature, we design a fuzzy logic controller (FLC), which can adaptively adjust SINRth according to the number of active users (AUs) in a cell and average arriving traffic intensity (AATI) in Erlang per cell. Finally, network performance based on FLC is compared with that based on optimal fixed SINRth. Numerical results show that the proposed scheme based on FLC has better performance than the optimal fixed threshold CAC scheme.
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