Particle Swarm Optimization-Based Neural Network for Wireless Heterogeneous Networks

被引:1
|
作者
Chirayil, Divya Y. [1 ]
机构
[1] Pillai HOC Coll Engn & Technol, Rasayani, India
关键词
PSO; Handover; RSS; Neural network; Heterogeneous; Wireless network;
D O I
10.1007/978-981-16-9573-5_12
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The heterogeneous wireless network aims to maintain improved mobility and communication among the wide area network always. Therefore, VHO is very much required. This proposed work introduces vertical VHO that is context-aware in heterogeneous sector. Better handover is generated from an enhanced determination of handover points. Particle swarm optimization neural network is proposed for better handover points and improving receiver signal strength in wireless network.
引用
收藏
页码:173 / 180
页数:8
相关论文
共 50 条
  • [1] Particle Swarm Optimization-Based Particle Filter for Cooperative Localization in Wireless Networks
    Li, Bin
    Wu, Nan
    Wang, Hua
    Shi, Desheng
    Yuan, Weijie
    Kuang, Jingming
    [J]. 2013 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP 2013), 2013,
  • [2] Hybrid Particle Swarm Optimization-based Modeling of Wireless Sensor Network Coverage Optimization
    Kou, Guangyue
    Wei, Guoheng
    [J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2023, 14 (05) : 982 - 991
  • [3] Particle swarm optimization based network selection in heterogeneous wireless environment
    Ahuja, Kiran
    Singh, Brahmjit
    Khanna, Rajesh
    [J]. OPTIK, 2014, 125 (01): : 214 - 219
  • [4] Particle Swarm Optimization-Based Deep Neural Network for Digital Modulation Recognition
    Shi, Wenzhe
    Liu, Dejun
    Cheng, Xing
    Li, Yang
    Zhao, Yang
    [J]. IEEE ACCESS, 2019, 7 : 104591 - 104600
  • [5] Regrouping particle swarm optimization-based neural network for bearing fault diagnosis
    Liao, Yixiao
    Zhang, Lei
    Li, Weihua
    [J]. 2017 INTERNATIONAL CONFERENCE ON SENSING, DIAGNOSTICS, PROGNOSTICS, AND CONTROL (SDPC), 2017, : 628 - 631
  • [6] Particle Swarm Optimization-Based RBF Neural Network Load Forecasting Model
    Lu, Ning
    Zhou, Jianzhong
    [J]. 2009 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), VOLS 1-7, 2009, : 2981 - 2984
  • [7] Particle Swarm Optimization-Based Artificial Neural Network for prediction of thyroid disease
    Gjecka, Anxhela
    Fetaji, Majlinda
    [J]. 2024 13TH MEDITERRANEAN CONFERENCE ON EMBEDDED COMPUTING, MECO 2024, 2024, : 403 - 406
  • [8] Integration of particle swarm optimization-based fuzzy neural network and artificial neural network for supplier selection
    Kuo, R. J.
    Hong, S. Y.
    Huang, Y. C.
    [J]. APPLIED MATHEMATICAL MODELLING, 2010, 34 (12) : 3976 - 3990
  • [9] A Novel Particle Swarm Optimization-Based Clustering and Routing Protocol for Wireless Sensor Networks
    Hu Huangshui
    Fan Xinji
    Wang Chuhang
    Liu Ke
    Guo Yuxin
    [J]. Wireless Personal Communications, 2023, 133 : 2175 - 2202
  • [10] Particle Swarm Optimization-Based Clustering by Preventing Residual Nodes in Wireless Sensor Networks
    RejinaParvin, J.
    Vasanthanayaki, C.
    [J]. IEEE SENSORS JOURNAL, 2015, 15 (08) : 4264 - 4274