期刊名称：TELKOMNIKA (Telecommunication Computing Electronics and Control)
印刷版ISSN：2302-9293
出版年度：2017
卷号：15
期号：2
页码：598-605
DOI：10.12928/telkomnika.v15i2.5633
语种：English
出版社：Universitas Ahmad Dahlan
其他摘要：The stages of the process of Genetic Algorithm (GA), are: Encoding Genotype and Chromosome; Set Initialization Population; Evaluation Fitness Function; and Selection Process as well as in the later stages Cross Over Process and Mutation. Outputs from the tests performed in this study can be obtained by comparing the Genes of the "Child" (condition data traffic on the UMTS Hybrid - 802.11g network after the GA) against Gen "Holding" (traffic data before the GA process). The research was conducted by calculating the environmental factors, namely: The scheme Two - Ray Model Propagation and Overlapping Channel Interference Factor, the Doppler Effect be ignored because the User Equipment (UE) is considered not to shift significant arenas on the IEEE 802.11g networks. The results of the research is as follows: In the process of cross over, there is a significant change in the bandwidth, data traffic capacity and Power parameter changes by 9 MHz, 36 MB, and 40 dBm. In the process of mutation, there is a significant change in the bandwidth, data traffic capacity, and Power parameter by 17 MHz, 32 MB, and 20 dBm.
关键词：Genetic Algorithm; UMTS - IEEE 802.11g Hybrid Networks; Two - Ray Model Propagation; Overlapping Channel Interference Factor
