Optimal policy derivation for transmission duty-cycle constrained LPWAN
IEEE Internet of Things Journal
- Volumen: 5
- Número: 4
- Fecha: 01 agosto 2018
- Páginas: 3114-3125
- ISSN: 23274662
- Tipo de fuente: Revista
- DOI: 10.1109/JIOT.2018.2833289
- Tipo de documento: Artículo
- Editorial: Institute of Electrical and Electronics Engineers Inc.
© 2018 IEEE. Low-power wide-area network (LPWAN) technologies enable Internet of Things (IoT) devices to efficiently and robustly communicate over long distances, thus making them especially suited for industrial environments. However, the stringent regulations on the usage of certain industrial, scientific, and medical bands in many countries in which LPWAN operate limit the amount of time IoT motes can occupy the shared bands. This is particularly challenging in industrial scenarios, where not being able to report some detected events might result in the failure of critical assets. To alleviate this, and by mathematically modeling LPWAN-based IoT motes, we have derived optimal transmission policies that maximize the number of reported events (prioritized by their importance) while still complying with current regulations. The proposed solution has been customized for two widely known LPWAN technologies: 1) LoRa and 2) Sigfox. Analytical results reveal that our solution is feasible and performs remarkably close to the theoretical limit for a wide range of network activity patterns.