Towards the prototyping of novel access schemes for IoT networks

Pastor David Chávez Muñoz, Julio Cesar Manco Vasquez, César David Córdova Bernuy

Producción científica: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva


With the increasing number of connected IoT devices for 5G networks, numerous access schemes have been conceived in the literature. Although several cross-layer (PHY & MAC) approaches have been reported in the literature, some aspects regarding their implementation on testbeds are overlooked. In this work, we address the prototyping of low power wide area (LPWA) networks aiming to fill the existing mismatching performance between theoretical and experimental results. In doing so, the main aspects and current challenges are explored with the prototyping of access schemes using reinforcement learning (RL) techniques. The missing implementation aspects omitted during the modelling of these networks are reviewed and addressed by employing softwaredefined radio (SDR) approaches. Finally, at the light of the exposed implementations, some guidelines and suggestions for the development of this technology are provided.
Idioma originalEspañol
Título de la publicación alojada21st LACCEI International Multi-Conference for Engineering, Education, and Technology
Número de páginas7
EstadoPublicada - 17 jul. 2023

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