RESEARCH ON CONNECTION RATE AND GENETIC ALGORITHM IN GSM NETWORK OPTIMIZATION

被引:0
|
作者
Peng, Jinming [1 ]
Bao, Fuguang
Huang, Daqiao [1 ]
机构
[1] Network Technol Co, Zhejiang Commun Serv Co Ltd, Hangzhou 310008, Zhejiang, Peoples R China
关键词
Global system for mobile communications (GSM); Connection rates; Network optimization; Genetic Algorithm (GA);
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Connection rate is an important measure of the quality of the network operation. According to the basic theory of GSM network optimization, this paper analyses the phenomenon of the low connection rates, details the factors which affect the rates of GSM network optimization and proposes a set of feasible and effective optimization process, and thus achieves an improved call connection rate, and an optimized GSM network, and designs the software of GSM network optimization. Finally, the paper put forward an improved genetic algorithm to adjust the base stations and Settings coupled with the relevant system parameters and equipment configuration Settings of the system.
引用
收藏
页码:37 / 40
页数:4
相关论文
共 50 条
  • [41] Research on Application of BP Neural Network Based on Genetic Algorithm in Multi-objective Optimization
    Hu, Zhipeng
    2016 8TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY IN MEDICINE AND EDUCATION (ITME), 2016, : 681 - 684
  • [42] Research of Cyclone Optimization Based on CFD, GMDH-Type Neural Network and Genetic Algorithm
    Park, Donggeun
    ICVARS 2019: 2019 THE 3RD INTERNATIONAL CONFERENCE ON VIRTUAL AND AUGMENTED REALITY SIMULATIONS (ICVARS 2019), 2019, : 90 - 96
  • [43] Research on Optimization of Processing Parameter in Turning Process Based on BP Neural Network and Genetic Algorithm
    Li, Baodong
    Wu, Xiaohong
    MATERIALS ENGINEERING FOR ADVANCED TECHNOLOGIES, PTS 1 AND 2, 2011, 480-481 : 1358 - 1361
  • [44] Optimization of a gas network fuel consumption with genetic algorithm
    Takerhi, Matthew Efe
    Dabrowski, Karol
    ENERGY EXPLORATION & EXPLOITATION, 2023, 41 (02) : 344 - 369
  • [45] The application of combinatorial optimization by Genetic Algorithm and Neural Network
    Zhou, Shiqiong
    Kang, Longyun
    Guo, Guifang
    Zhang, Yanning
    Cao, Jianbo
    Cao, Binggang
    ICIEA 2008: 3RD IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, PROCEEDINGS, VOLS 1-3, 2008, : 227 - 231
  • [46] Implementing Optimization for Network Planning by Quantum Genetic Algorithm
    Huang Kaiming
    Zhang Qishan
    2011 INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION AND INDUSTRIAL APPLICATION (ICIA2011), VOL II, 2011, : 135 - 138
  • [48] QoS optimization of manufacturing network based on genetic algorithm
    Guo, Yu-Ming
    Sun, Yan-Ming
    Zheng, Shi-Xiong
    Huanan Ligong Daxue Xuebao/Journal of South China University of Technology (Natural Science), 2007, 35 (08): : 59 - 64
  • [49] Multiobjective optimization of sensor network deployment by a genetic algorithm
    Oh, Shao Chong
    Tan, Chung Huat
    Kong, Fook Wai
    Tan, Yuan Sin
    Ng, Khin Hua
    Ng, Gee Wah
    Tai, K.
    2007 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-10, PROCEEDINGS, 2007, : 3917 - +
  • [50] Tolerance optimization based on neural network and genetic algorithm
    Zhao, Gang
    Wang, Chao
    Yu, Hongliang
    Beijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics, 2010, 36 (05): : 518 - 523