DocumentCode
296081
Title
Neural adaptation for optimal traffic shaping in telephone systems
Author
Haitao, Tang ; Simula, O.
Author_Institution
Lab. of Comput. & Inf. Sci., Helsinki Univ. of Technol., Espoo, Finland
Volume
4
fYear
1995
fDate
Nov/Dec 1995
Firstpage
1561
Abstract
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
Keywords
decoding; optimisation; resource allocation; self-organising feature maps; telecommunication traffic; telephone traffic; telephony; adaptive resource management; decoding method; optimal traffic shaping; self-organizing map; telephone systems; Decoding; Delay; Humans; Information science; Laboratories; Manuals; System performance; Telephony; Throughput; Traffic control;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 1995. Proceedings., IEEE International Conference on
Conference_Location
Perth, WA
Print_ISBN
0-7803-2768-3
Type
conf
DOI
10.1109/ICNN.1995.488849
Filename
488849
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