蜂窝网络中用于动态负载平衡的结构化信道借用方案

Sajal K. Das, S. Sen, R. Jayaram
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引用次数: 56

摘要

我们提出了一种有效的蜂窝网络动态负载平衡方案,用于管理信道需求超过一定阈值的通信热点。一个热点,被描绘成一堆六边形的“环”细胞,如果它里面的所有细胞都是热的,就被归类为完整的。热点外只包含冷细胞的环被称为“外周环”。我们的负载平衡方案通过结构化的借用机制将通道从“环”或“外围环”内的冷单元迁移到热点中的热单元。对于不完全热点的更一般情况,将冷单元进一步分类为冷安全、冷半安全或冷不安全,并根据每个热单元与下一个外环相邻单元的通道需求构建需求图。通道借用算法以自下而上的方式处理需求图,满足每个后续内环中单元的需求。建立了热电池的马尔可夫链模型,并进行了详细的仿真实验来评估负载均衡方案的性能。与现有的负载均衡策略在中等和重型电信流量条件下的比较表明,我们的负载均衡方案在呼叫阻塞方面的性能提高了12%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A structured channel borrowing scheme for dynamic load balancing in cellular networks
We propose an efficient dynamic load balancing scheme in cellular networks for managing a teletraffic hot spot in which channel demand exceeds a certain threshold. A hot spot, depicted as a stack of hexagonal 'ring' of cells, is classified as complete if all cells within it are hot. The rings containing only cold cells outside the hot spot are called 'peripheral rings'. Our load balancing scheme migrates channels through a structured borrowing mechanism from the cold cells within the 'rings' or 'peripheral rings' to the hot cells in the hot spot. For the more general case of an incomplete hot spot, a cold cell is further classified as cold safe, cold semi-safe or cold unsafe, and a demand graph is constructed from the channel demand of each hot cell from its adjacent cells in the next outer ring. The channel borrowing algorithm works on the demand graph in a bottom up fashion, satisfying the demands of the cells in each subsequent inner ring. Markov chain models are developed for a hot cell and detailed simulation experiments are conducted to evaluate the performance of our load balancing scheme. Comparison with an existing load balancing strategy under moderate and heavy teletraffic conditions, shows a performance improvement of 12% in terms of call blockade by our load balancing scheme.
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