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Self-Healing in LTE networks with unsupervised learning techniques

Author

Listed:
  • Rahmani, Javad
  • Sadeqi, Abolfazl
  • Ayeh Mensah, Dennis Nii

Abstract

Recently the cellular networks are getting more complex in maintenance and network management, and rapidly growing in the number of users so that repairing and maintenance of the system are becoming more challenging and expensive. To solve the problems and maintain the system, operators depend on their experience but by increasing in type and density of the networks, this way will not operate as before. So Self-organizing network (SON) has been used in this study to solve these issues.

Suggested Citation

  • Rahmani, Javad & Sadeqi, Abolfazl & Ayeh Mensah, Dennis Nii, 2020. "Self-Healing in LTE networks with unsupervised learning techniques," MPRA Paper 99770, University Library of Munich, Germany, revised 21 Feb 2020.
    • Handle: RePEc:pra:mprapa:99770
    as

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    File URL: https://mpra.ub.uni-muenchen.de/99770/1/MPRA_paper_99770.pdf
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    References listed on IDEAS

    as
    1. Rahmani, Fatemeh, 2018. "Electric Vehicle Charger Based on DC/DC Converter Topology," MPRA Paper 108310, University Library of Munich, Germany, revised 01 Jul 2018.
    2. Rahmani, Fatemeh & Razaghian, Farhad & Kashaninia, Alireza, 2014. "High Power Two- Stage Class-AB/J Power Amplifier with High Gain and Efficiency," MPRA Paper 86867, University Library of Munich, Germany, revised May 2014.
    Full references (including those not matched with items on IDEAS)

    Citations

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    Cited by:

    1. Sadeqi, Abolfazl & Rahmani, Javad & Habibifar, Saeed & Ammar Khan, Muhammad & Mudassir Munir, Hafiz, 2020. "Design method for two-Stage CMOS operational amplifier applying load/miller capacitor compensation," MPRA Paper 102931, University Library of Munich, Germany, revised 12 Mar 2020.

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    More about this item

    Keywords

    Self-healing; SVM; ADABOOST; Fuzzy; Adaptive Root Cause Analysis;
    All these keywords.

    JEL classification:

    • L63 - Industrial Organization - - Industry Studies: Manufacturing - - - Microelectronics; Computers; Communications Equipment
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • Q26 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Recreational Aspects of Natural Resources

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