基于马尔可夫链模型的蜂窝系统呼叫阻塞分析

M. Zia, A. A. Siddiqui
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引用次数: 4

摘要

无线网络的巨大增长使得无线电频谱得到了有效的利用,这些频谱被划分为一组互不相交的信道。通过使用最优信道分配方案,可以同时使用这些信道。这种无线系统的主要限制是可用信道的数量。使用频率复用和信道分配技术来增加系统容量。为了避免与其他信道的干扰,每个信道被赋予一个频率、一个时隙、一个扩频码或其中任何一种的组合。比较了两种非借贷FCA(固定信道分配)方案,即非优先级方案(NPS)和保留信道方案(RCS)。在NPS中,小区中的所有信道都可用于初始呼叫和切换呼叫;在RCS中,一些信道是为切换调用保留的,其余的信道可以用于初始和切换调用。利用马尔可夫链模型定义的稳态平衡方程,推导了初始调用和切换调用阻塞概率的计算公式。根据仿真结果,绘制了阻塞概率与通道总数的关系图。这些结果表明,阻塞概率是信道数的递减函数。
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New calls blocking analysis in cellular systems based on Markov chain model
The enormous growth of wireless networks has made efficient use of the radio spectrum which is divided into a set of disjoint channels. These channels can be used simultaneously by using an optimal channel allocation scheme. The main limitation with such wireless systems is the number of available channels. Frequency reuse and channel assignment techniques are used to increase the system capacity. In order to avoid interference with other channels, each channel is given a frequency, a time slot, a spreading code or a combination of any of these. Two non-borrowing FCA (fixed channel assignment) schemes, non-prioritized scheme (NPS) and reserved channel scheme (RCS), are compared. In NPS, all the channels in a cell are available for both initial and handoff calls; in RCS, some channels are reserved for handoff calls and the remaining channels can be utilized for both initial and handoff calls. The formulae for computing blocking probabilities for initial and handoff calls are derived using steady state balance equations defined by a Markov chain model. From simulation results, graphs are plotted of blocking probabilities versus total number of channels. These show that the blocking probability is a decreasing function of the number of channels.
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