Intelligent Methods for Traffic Control in Telecommunication Networks with Local Congestion

在我们的研究项目中，我们处理了两种网络。一是有线网络的高速传输，二是移动无线网络的低带宽，两者都需要灵活的流量控制机制。为了应对高速和移动网络的控制问题，网络流量方法必须具有适应性、灵活性和智能化，才能实现高效的网络管理。因此，使用智能方法可以解决电信网络的流量控制问题。首先，我们引入了一种集成的高速网络模糊策略路由机制。它涵盖了源模型和网络模型；模糊监管机制；标签转换方案；直接路径模糊控制器；模糊路由机制；并给出仿真结果。在此基础上，提出了一种模糊准入控制方案；建议方案；并给出仿真结果。在此基础上，提出了一种基于分布式人工智能的智能呼叫接纳控制和路由框架。我们提出分布式网络架构来解释不同的agent。作为该方法的另一个方面，我们介绍了一个移动通信网络中基站分配的仿真系统。我们考虑了模拟。我们展示了一个仿真流程图；仿真参数；基站分配程序；并给出仿真结果。在这种方法中，我们提出了一种IMT-2000移动电话系统的基站分配策略。我们考虑这样一种情况：一个区域将被两种不同类型的小区覆盖，宏小区和微小区，每一种小区在中心都有自己的基站。通过仿真实验对几种不同的分配策略进行了比较，结果表明本文提出的一种简单的算法可以获得较好的分配策略。此外，我们证明了使用两种蜂窝/基站可以有效地获得更灵活的用户位置时间变化分配。少

In our research project, we treated two kinds of network. One is the high-speed transmission of wired networks and the other is the low bandwidth of mobile wireless networks both of which need flexible traffic control mechanism. To cope with control problems of high-speed and mobile networks, the network traffic methods must be adaptive, flexible, and intelligent for efficient network management. Therefore, use of intelligent methods can be a solution for the traffic control of telecommunication networks. At first, we introduce an integrated fuzzy policing-routing mechanism for high-speed networks. It covers the source and network models ; fuzzy policing mechanism ; tagging switchfetation scheme ; direct path fuzzy controller ; fuzzy routing mechanism ; and simulation results. We proposed a fuzzy admission control scheme to discuss the previous work ; proposed scheme ; and simulation results. An intelligent call admission control and routing framework for large scale networks based on … More cooperative agents as also proposed including distributed artificial intelligence approach. We proposed distributed network architecture to explanate different agents. As an another side of our approach , we introduce a simulation system for base station allocation in mobile communication networks. We give consideration for simulation. We show a simulation flowchart ; simulation parameters ; base station allocation procedure ; and simulation results. In this approach we propose a base station allocation policy for IMT-2000 mobile phone systems. We consider a situation where a region is to be covered by two different kinds of cells, macro cells and micro cells, each of which has its own base station at the center. We compare several variants of allocation policies through simulation experiments and show that a better allocation is obtained by a simple algorithm stated in the paper. Further, we show that the use of two kinds of cells/base stations is effective to get more flexible allocation for time variations of user locations. Less