Abstract
In this paper, we propose a novel structure of intelligent decision system for trunk circuit allocation of mobile communication. At first, an approximated mathematical model is presented. Then, the system manager can compute the optimal control policy via the method of successive approximation. Based on the above-mentioned algorithm, we design an intelligent system with feedback control to regulate the allocation of limited channels of trunk circuit. This system will continuously detect the status of whole cellular network. Once the system parameters cross the predefined threshold, the recomputing mechanism will be activated. Furthermore, three theorems regarding to the performance of optimal policy are presented. These properties will help the engineer to design intelligent decision system and help the manager to predict the performance of mobile communication. Finally, we also present a few numerical results, which indicate that our system will substantially improve the performance of mobile communication system.
Translated title of the contribution | An Intelligent Decision System for Trunk Circuit Allocation of Mobile Communication |
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Original language | Chinese (Traditional) |
Pages (from-to) | 107-120 |
Journal | 資訊管理學報 |
Volume | 10 |
Issue number | 1 |
DOIs | |
State | Published - Jul 2003 |
Keywords
- Intelligent decision system
- Mobile communication
- Queueing theory