rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Applications of machine learning in wireless communications
  name:
    name part: He, Ruisi
    role:
      role term: editor.
  name:
    name part: Zhiguo Ding
    role:
      role term: editor.
  type of resource: text
  genre: bibliography
  genre: elektronické knihy
  genre: electronic books
  origin info:
    place:
      place term: enk
    date issued: 2019
    copyright date: 2019
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource (xvi, 474 pages)
  abstract: In such an era of big data where data mining and data analysis technologies are effective approaches for wireless system evaluation and design, the applications of machine learning in wireless communications have received a lot of attention recently. Machine learning provides feasible and new solutions for the complex wireless communication system design. It has been a powerful tool and popular research topic with many potential applications to enhance wireless communications, e.g. radio channel modelling, channel estimation and signal detection, network management and performance improvement, access control, resource allocation. However, most of the current researches are separated into different fields and have not been well organized and presented yet. It is therefore difficult for academic and industrial groups to see the potentialities of using machine learning in wireless communications. It is now appropriate to present a detailed guidance of how to combine the disciplines of wireless communications and machine learning.
  target audience: specialized
  note: edited by Ruisi He and Zhiguo Ding.
  note: Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty
  note: Includes bibliographical references and index.
  subject:
    topic: Wireless communication systems
  subject:
    topic: Data mining
  subject:
    topic: Electronic data processing
  subject:
    topic: Machine learning
  subject:
    topic: Radio
  subject:
    topic: Telecommunication
    topic: Data processing
  subject:
    topic: Telematics
  related item:
    title info:
      title: Applications of machine learning in wireless communications
    origin info:
      publisher: London, United Kingdom : The Institution of Engineering and Technology, 2019
    identifier: (OCoLC)1084807888
  related item:
    title info:
      title: IET telecommunications series ; 81
  identifier: 9781785616587
  identifier: 1785616587
  identifier: 9781523127283
  identifier: 1523127287
  identifier: 1785616579
  identifier: 9781785616570
  identifier: https://proxy.k.utb.cz/login
  access condition: Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty
  record info:
    record content source: STF
    record creation date: 190703
    record change date: 20240717213016.0
    record identifier: kn-on1112080671
    language of cataloging:
      language term: eng