LoRaWAN: Application of Nonlinear Optimization to Base Stations Location

Erwin J. Sacoto-Cabrera; Gabriel León-Paredes; Walter Verdugo-Romero

doi:10.1007/978-981-16-4126-8_46

LoRaWAN: Application of Nonlinear Optimization to Base Stations Location

Erwin J. Sacoto-Cabrera, Gabriel León-Paredes, Walter Verdugo-Romero

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

5 Citas (Scopus)

Resumen

This paper analyzes the application of nonlinear optimization in the localization of LoRaWAN base stations at a point equidistant from the sensors located within the base station coverage. Specifically, in the proposed model, we obtain the optimal location of the base station based on the geographical location of the sensors, the coverage parameters specified for urban and rural areas established in the LoRaWAN technical specifications, and a coverage error factor set out in previous LoRaWAN studies. We conclude that such a model is feasible and allows optimizing the location of a LoRaWAN base station.

Idioma original	Inglés
Título de la publicación alojada	Communication, Smart Technologies and Innovation for Society - Proceedings of CITIS 2021
Editores	Álvaro Rocha, Paulo Carlos López-López, Juan Pablo Salgado-Guerrero
Editorial	Springer Science and Business Media Deutschland GmbH
Páginas	515-524
Número de páginas	10
ISBN (versión impresa)	9789811641251
DOI	https://doi.org/10.1007/978-981-16-4126-8_46
Estado	Publicada - 2022
Evento	7th International Conference on Science, Technology and Innovation for Society, CITIS 2021 - Virtual, Online Duración: 26 may. 2021 → 28 may. 2021

Serie de la publicación

Nombre	Smart Innovation, Systems and Technologies
Volumen	252
ISSN (versión impresa)	2190-3018
ISSN (versión digital)	2190-3026

Conferencia

Conferencia	7th International Conference on Science, Technology and Innovation for Society, CITIS 2021
Ciudad	Virtual, Online
Período	26/05/21 → 28/05/21

Nota bibliográfica

Publisher Copyright:
© 2022, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

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10.1007/978-981-16-4126-8_46

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Sacoto-Cabrera, E. J., León-Paredes, G., & Verdugo-Romero, W. (2022). LoRaWAN: Application of Nonlinear Optimization to Base Stations Location. En Á. Rocha, P. C. López-López, & J. P. Salgado-Guerrero (Eds.), Communication, Smart Technologies and Innovation for Society - Proceedings of CITIS 2021 (pp. 515-524). (Smart Innovation, Systems and Technologies; Vol. 252). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-981-16-4126-8_46

Sacoto-Cabrera, Erwin J. ; León-Paredes, Gabriel ; Verdugo-Romero, Walter. / LoRaWAN : Application of Nonlinear Optimization to Base Stations Location. Communication, Smart Technologies and Innovation for Society - Proceedings of CITIS 2021. editor / Álvaro Rocha ; Paulo Carlos López-López ; Juan Pablo Salgado-Guerrero. Springer Science and Business Media Deutschland GmbH, 2022. pp. 515-524 (Smart Innovation, Systems and Technologies).

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title = "LoRaWAN: Application of Nonlinear Optimization to Base Stations Location",

abstract = "This paper analyzes the application of nonlinear optimization in the localization of LoRaWAN base stations at a point equidistant from the sensors located within the base station coverage. Specifically, in the proposed model, we obtain the optimal location of the base station based on the geographical location of the sensors, the coverage parameters specified for urban and rural areas established in the LoRaWAN technical specifications, and a coverage error factor set out in previous LoRaWAN studies. We conclude that such a model is feasible and allows optimizing the location of a LoRaWAN base station.",

keywords = "IoT, LoRaWAN, LPWAN, Nonlinear optimization",

author = "Sacoto-Cabrera, {Erwin J.} and Gabriel Le{\'o}n-Paredes and Walter Verdugo-Romero",

note = "Publisher Copyright: {\textcopyright} 2022, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.; 7th International Conference on Science, Technology and Innovation for Society, CITIS 2021 ; Conference date: 26-05-2021 Through 28-05-2021",

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Sacoto-Cabrera, EJ , León-Paredes, G & Verdugo-Romero, W 2022, LoRaWAN: Application of Nonlinear Optimization to Base Stations Location. En Á Rocha, PC López-López & JP Salgado-Guerrero (eds.), Communication, Smart Technologies and Innovation for Society - Proceedings of CITIS 2021. Smart Innovation, Systems and Technologies, vol. 252, Springer Science and Business Media Deutschland GmbH, pp. 515-524, 7th International Conference on Science, Technology and Innovation for Society, CITIS 2021, Virtual, Online, 26/05/21. https://doi.org/10.1007/978-981-16-4126-8_46

LoRaWAN: Application of Nonlinear Optimization to Base Stations Location. / Sacoto-Cabrera, Erwin J.; León-Paredes, Gabriel ; Verdugo-Romero, Walter.
Communication, Smart Technologies and Innovation for Society - Proceedings of CITIS 2021. ed. / Álvaro Rocha; Paulo Carlos López-López; Juan Pablo Salgado-Guerrero. Springer Science and Business Media Deutschland GmbH, 2022. p. 515-524 (Smart Innovation, Systems and Technologies; Vol. 252).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

TY - GEN

T1 - LoRaWAN

T2 - 7th International Conference on Science, Technology and Innovation for Society, CITIS 2021

AU - Sacoto-Cabrera, Erwin J.

AU - León-Paredes, Gabriel

AU - Verdugo-Romero, Walter

PY - 2022

Y1 - 2022

N2 - This paper analyzes the application of nonlinear optimization in the localization of LoRaWAN base stations at a point equidistant from the sensors located within the base station coverage. Specifically, in the proposed model, we obtain the optimal location of the base station based on the geographical location of the sensors, the coverage parameters specified for urban and rural areas established in the LoRaWAN technical specifications, and a coverage error factor set out in previous LoRaWAN studies. We conclude that such a model is feasible and allows optimizing the location of a LoRaWAN base station.

AB - This paper analyzes the application of nonlinear optimization in the localization of LoRaWAN base stations at a point equidistant from the sensors located within the base station coverage. Specifically, in the proposed model, we obtain the optimal location of the base station based on the geographical location of the sensors, the coverage parameters specified for urban and rural areas established in the LoRaWAN technical specifications, and a coverage error factor set out in previous LoRaWAN studies. We conclude that such a model is feasible and allows optimizing the location of a LoRaWAN base station.

KW - IoT

KW - LoRaWAN

KW - LPWAN

KW - Nonlinear optimization

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U2 - 10.1007/978-981-16-4126-8_46

DO - 10.1007/978-981-16-4126-8_46

M3 - Conference contribution

AN - SCOPUS:85116757870

SN - 9789811641251

T3 - Smart Innovation, Systems and Technologies

SP - 515

EP - 524

BT - Communication, Smart Technologies and Innovation for Society - Proceedings of CITIS 2021

A2 - Rocha, Álvaro

A2 - López-López, Paulo Carlos

A2 - Salgado-Guerrero, Juan Pablo

PB - Springer Science and Business Media Deutschland GmbH

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ER -

Sacoto-Cabrera EJ , León-Paredes G , Verdugo-Romero W. LoRaWAN: Application of Nonlinear Optimization to Base Stations Location. En Rocha Á, López-López PC, Salgado-Guerrero JP, editores, Communication, Smart Technologies and Innovation for Society - Proceedings of CITIS 2021. Springer Science and Business Media Deutschland GmbH. 2022. p. 515-524. (Smart Innovation, Systems and Technologies). doi: 10.1007/978-981-16-4126-8_46

LoRaWAN: Application of Nonlinear Optimization to Base Stations Location

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