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Applications of machine learning in wireless communications /
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 soluti...
| Clasificación: | Libro Electrónico |
|---|---|
| Otros Autores: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
London, United Kingdom :
The Institution of Engineering and Technology,
2019.
|
| Colección: | IET telecommunications series ;
81. |
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 245 | 0 | 0 | |a Applications of machine learning in wireless communications / |c edited by Ruisi He and Zhiguo Ding. |
| 264 | 1 | |a London, United Kingdom : |b The Institution of Engineering and Technology, |c 2019. | |
| 264 | 4 | |c ©2019 | |
| 300 | |a 1 online resource (xvi, 474 pages) | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 490 | 1 | |a IET Telecommunications series ; |v 81 | |
| 520 | |a 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. | ||
| 588 | 0 | |a Online resource; title from PDF title page (IET, viewed September 19, 2019). | |
| 504 | |a Includes bibliographical references and index. | ||
| 590 | |a Knovel |b ACADEMIC - Software Engineering | ||
| 590 | |a Knovel |b ACADEMIC - Electronics & Semiconductors | ||
| 650 | 0 | |a Wireless communication systems. | |
| 650 | 0 | |a Data mining. | |
| 650 | 0 | |a Electronic data processing. | |
| 650 | 0 | |a Machine learning. | |
| 650 | 0 | |a Radio. | |
| 650 | 0 | |a Telecommunication |x Data processing. | |
| 650 | 0 | |a Telematics. | |
| 650 | 2 | |a Data Mining | |
| 650 | 2 | |a Radio | |
| 650 | 2 | |a Machine Learning | |
| 650 | 6 | |a Transmission sans fil. | |
| 650 | 6 | |a Exploration de données (Informatique) | |
| 650 | 6 | |a Apprentissage automatique. | |
| 650 | 6 | |a Radio. | |
| 650 | 6 | |a Télématique. | |
| 650 | 7 | |a Telematics |2 fast | |
| 650 | 7 | |a Electronic data processing |2 fast | |
| 650 | 7 | |a Data mining |2 fast | |
| 650 | 7 | |a Machine learning |2 fast | |
| 650 | 7 | |a Radio |2 fast | |
| 650 | 7 | |a Telecommunication |x Data processing |2 fast | |
| 650 | 7 | |a Wireless communication systems |2 fast | |
| 650 | 7 | |a Big Data. |2 inspect | |
| 650 | 7 | |a data analysis. |2 inspect | |
| 650 | 7 | |a data mining. |2 inspect | |
| 650 | 7 | |a learning (artificial intelligence) |2 inspect | |
| 650 | 7 | |a radiocommunication. |2 inspect | |
| 650 | 7 | |a telecommunication computing. |2 inspect | |
| 653 | |a machine learning | ||
| 653 | |a wireless communications | ||
| 653 | |a Big Data | ||
| 653 | |a data mining | ||
| 653 | |a data analysis | ||
| 653 | |a wireless system evaluation | ||
| 653 | |a wireless system design | ||
| 700 | 1 | |a He, Ruisi, |e editor. | |
| 700 | 1 | |a Zhiguo Ding, |e editor. | |
| 776 | 0 | 8 | |i Print version: |t Applications of machine learning in wireless communications. |d London, United Kingdom : The Institution of Engineering and Technology, 2019 |z 1785616579 |w (OCoLC)1084807888 |
| 830 | 0 | |a IET telecommunications series ; |v 81. | |
| 856 | 4 | 0 | |u https://appknovel.uam.elogim.com/kn/resources/kpAMLWC004/toc |z Texto completo |
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