Neural adaptation for optimal traffic shaping in telephone systems

In this paper, a traffic shaping for optimal system utilization in telecommunication applications is introduced. The method uses the self-organizing map and a decoding method (called SOM-D) to construct an adaptive resource management for certain systems. The simulation results show that system performance can be significantly improved by using SOM-D.