Enhancing Coverage in Narrow Band-IoT Using Machine Learning

Conference object English OPEN
Chafii , Marwa; Bader , Faouzi; Palicot , Jacques;
  • Publisher: HAL CCSD
  • Related identifiers: doi: 10.1109/wcnc.2018.8377263
  • Subject: [ SPI.SIGNAL ] Engineering Sciences [physics]/Signal and Image processing

International audience; —Narrow Band-Internet of Thing (NB-IoT) is a recently proposed technology by 3GPP in Release-13. It provides low energy consumption and wide coverage in order to meet the requirements of its diverse applications that span social, industrial and e... View more
  • References (9)

    [1] 3GPP TR 45.820 v13.1.0. Cellular system support for ultra low complexity and low throughput internet of things. [Online], November 2015.

    [2] N Sornin, M Luis, T Eirich, T Kramp, and O Hersent. LoRa Alliance LoRaWAN specification. LoRaWAN Specifiction, Release v1. 0, 2015.

    [3] Mehdi Anteur, Vincent Deslandes, Nathalie Thomas, and Andre-Luc Beylot. Ultra narrow band technique for low power wide area communications. In Global Communications Conference (GLOBECOM), 2015 IEEE, pages 1-6. IEEE, 2015.

    [4] W. Jouini, D. Ernst, C. Moy, and J. Palicot. Upper confidence bound based decision making strategies and dynamic spectrum access. In 2010 IEEE International Conference on Communications, pages 1-5, May 2010.

    [5] L. Melian-Gutierrez, N. Modi, C. Moy, I. Perez-Alvarez, F. Bader, and S. Zazo. Upper Confidence Bound learning approach for real HF measurements. In 2015 IEEE International Conference on Communication Workshop (ICCW), pages 381-386, June 2015.

    [6] Peter Auer. Using confidence bounds for exploitation-exploration tradeoffs. Journal of Machine Learning Research, 3(Nov):397-422, 2002.

    [7] Vidit et al. Saxena. Reducing the Modem Complexity and Achieving Deep Coverage in LTE for Machine-Type Communications. In Global Communications Conference (GLOBECOM), 2016 IEEE, pages 1-7. IEEE, 2016.

    [8] Wassim Jouini, Christophe Moy, and Jacques Palicot. Decision making for cognitive radio equipment: analysis of the first 10 years of exploration. Eurasip journal on wireless communications and networking, 2012(1):26, 2012.

    [9] Rapeepat Ratasuk, Benny Vejlgaard, Nitin Mangalvedhe, and Amitava Ghosh. NB-IoT system for M2M communication. In Wireless Communications and Networking Conference (WCNC), 2016 IEEE, pages 1-5. IEEE, 2016.

  • Metrics
    No metrics available
Share - Bookmark