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Estimation Based on Chirp Modulation for Desired and Interference Power and Channel Occupancy Ratio in LoRa

In terms of low power consumption and long-range communication—low-power wide-area networks (LPWAN) are suitable for wireless sensor networks. Long-range (LoRa) wireless communication is one of the standards of LPWAN. LoRa shares common frequency spectrum bands with both multiple transmitters, which...

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Autores principales: Takyu, Osamu, Kobayashi, Gaku, Adachi, Koichi, Ohta, Mai, Fujii, Takeo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9185413/
https://www.ncbi.nlm.nih.gov/pubmed/35684761
http://dx.doi.org/10.3390/s22114140
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author Takyu, Osamu
Kobayashi, Gaku
Adachi, Koichi
Ohta, Mai
Fujii, Takeo
author_facet Takyu, Osamu
Kobayashi, Gaku
Adachi, Koichi
Ohta, Mai
Fujii, Takeo
author_sort Takyu, Osamu
collection PubMed
description In terms of low power consumption and long-range communication—low-power wide-area networks (LPWAN) are suitable for wireless sensor networks. Long-range (LoRa) wireless communication is one of the standards of LPWAN. LoRa shares common frequency spectrum bands with both multiple transmitters, which are the sensors in the LoRa system (and those in the other system). Therefore, co-channel interference (CCI) degrades the packet delivery rate. To avoid CCI, the CCI power and the occurrence probability of CCI in the target channel are estimated, then the sensor decides whether to use the channel and where the occurrence probability of CCI is defined as the channel occupancy ratio (COR). If a large signal power is obtained at the receiver, the received signal can be demodulated because of the capture effect. The desired signal power must also be estimated for the capture effect. In this study, we propose an estimation scheme based on chirp modulation of LoRa under spectrum sharing among other systems. The proposed scheme estimates the desired signal power, CCI power, and COR. From the computer simulation results, we clarify the advantages of the proposed scheme in terms of estimation accuracy and packet delivery rate.
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spelling pubmed-91854132022-06-11 Estimation Based on Chirp Modulation for Desired and Interference Power and Channel Occupancy Ratio in LoRa Takyu, Osamu Kobayashi, Gaku Adachi, Koichi Ohta, Mai Fujii, Takeo Sensors (Basel) Article In terms of low power consumption and long-range communication—low-power wide-area networks (LPWAN) are suitable for wireless sensor networks. Long-range (LoRa) wireless communication is one of the standards of LPWAN. LoRa shares common frequency spectrum bands with both multiple transmitters, which are the sensors in the LoRa system (and those in the other system). Therefore, co-channel interference (CCI) degrades the packet delivery rate. To avoid CCI, the CCI power and the occurrence probability of CCI in the target channel are estimated, then the sensor decides whether to use the channel and where the occurrence probability of CCI is defined as the channel occupancy ratio (COR). If a large signal power is obtained at the receiver, the received signal can be demodulated because of the capture effect. The desired signal power must also be estimated for the capture effect. In this study, we propose an estimation scheme based on chirp modulation of LoRa under spectrum sharing among other systems. The proposed scheme estimates the desired signal power, CCI power, and COR. From the computer simulation results, we clarify the advantages of the proposed scheme in terms of estimation accuracy and packet delivery rate. MDPI 2022-05-30 /pmc/articles/PMC9185413/ /pubmed/35684761 http://dx.doi.org/10.3390/s22114140 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Takyu, Osamu
Kobayashi, Gaku
Adachi, Koichi
Ohta, Mai
Fujii, Takeo
Estimation Based on Chirp Modulation for Desired and Interference Power and Channel Occupancy Ratio in LoRa
title Estimation Based on Chirp Modulation for Desired and Interference Power and Channel Occupancy Ratio in LoRa
title_full Estimation Based on Chirp Modulation for Desired and Interference Power and Channel Occupancy Ratio in LoRa
title_fullStr Estimation Based on Chirp Modulation for Desired and Interference Power and Channel Occupancy Ratio in LoRa
title_full_unstemmed Estimation Based on Chirp Modulation for Desired and Interference Power and Channel Occupancy Ratio in LoRa
title_short Estimation Based on Chirp Modulation for Desired and Interference Power and Channel Occupancy Ratio in LoRa
title_sort estimation based on chirp modulation for desired and interference power and channel occupancy ratio in lora
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9185413/
https://www.ncbi.nlm.nih.gov/pubmed/35684761
http://dx.doi.org/10.3390/s22114140
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