The Neuro-Fuzzy Controller for Handover Operation in Mobile Networks

被引:0
|
作者
Semenova, Olena [1 ]
Semenov, Andriy [2 ]
机构
[1] Vinnytsia Natl Tech Univ, Dept Telecommun Syst & Televis, Vinnytsia, Ukraine
[2] Vinnytsia Natl Tech Univ, Dept Radio Frequency Engn, Vinnytsia, Ukraine
关键词
fuzzy controller; neural network; ANFIS; mobile; handover;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The paper proposes using a neuro-fuzzy controller in mobile networks for improving the handover process. An architecture of the neuro-fuzzy controller was developed. Linguistic variables, terms and membership functions for input and output values were defined. A rules base was developed. The operation of the neuro-fuzzy controller was simulated and trained.
引用
收藏
页码:806 / +
页数:7
相关论文
共 50 条
  • [41] VHDL implementation of neuro-fuzzy based adaptive bandwidth controller for ATM networks
    Sundarambal, M.
    Chandrakala, D.
    Anbalagan, P.
    [J]. INTERNATIONAL JOURNAL OF COMMUNICATION NETWORKS AND DISTRIBUTED SYSTEMS, 2009, 3 (02) : 159 - 174
  • [42] A Study on Fuzzy Controller and Neuro-Fuzzy Controller for Speed Control of PMSM Motor
    Sakunthala, S.
    Kiranmayi, R.
    Mandadi, P. Nagaraju
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON POWER, CONTROL, SIGNALS AND INSTRUMENTATION ENGINEERING (ICPCSI), 2017, : 1409 - 1413
  • [43] NEURO-FUZZY CONTROLLER FOR MOBILE ROBOT NAVIGATION WITH AVOIDING OBSTACLES AND REACHING TARGET BEHAVIORS
    Popescu, Cristina
    Paraschiv, Nicolae
    Cangea, Otilia
    [J]. ANNALS OF DAAAM FOR 2009 & PROCEEDINGS OF THE 20TH INTERNATIONAL DAAAM SYMPOSIUM, 2009, 20 : 595 - 596
  • [44] An Embedded Interval Type-2 Neuro-Fuzzy Controller for Mobile Robot Navigation
    Nurmaini, Siti
    Zaiton, Siti
    Norhayati, Dayang
    [J]. 2009 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2009), VOLS 1-9, 2009, : 4315 - +
  • [45] Neuro-Fuzzy Based Handover Authentication Protocol for Ultra Dense 5G Networks
    Nyangaresi, Vincent Omollo
    Rodrigues, Anthony Joachim
    Abeka, Silvance Onyango
    [J]. 2020 IEEE 2ND GLOBAL POWER, ENERGY AND COMMUNICATION CONFERENCE (IEEE GPECOM2020), 2020, : 339 - 344
  • [46] A Mobility and Bandwidth Prediction Controller Using an Adaptive Neuro-Fuzzy Inference System for Mobile Ad Hoc and Sensor Networks
    Martyna, Jerzy
    [J]. NEXT-GENERATION APPLIED INTELLIGENCE, PROCEEDINGS, 2009, 5579 : 429 - 438
  • [47] Neuro-fuzzy control in ATM networks
    Douligeris, C
    Develekos, G
    [J]. IEEE COMMUNICATIONS MAGAZINE, 1997, 35 (05) : 154 - 162
  • [48] Approximation abilities of neuro-fuzzy networks
    Mrowczynska, Maria
    [J]. GEODESY AND CARTOGRAPHY, 2010, 59 (01): : 13 - 27
  • [49] Neuro-fuzzy implementation of a self-tuning fuzzy controller
    Mudi, R. K.
    Dey, Chanchal
    Lee, T. T.
    [J]. 2006 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-6, PROCEEDINGS, 2006, : 5065 - +
  • [50] A constructive approach to neuro-fuzzy networks
    Mascioli, FMF
    Martinelli, G
    [J]. SIGNAL PROCESSING, 1998, 64 (03) : 347 - 358