LoRa‐aided outdoor localization system: RSSI or TDoA?
Internet of Things (IoT) is a hot research topic, and typically involves communication between small devices in order to sense, react, and reinvent our way of living. To this end, the localization of such small devices is of great importance for most applications. Between the many applications of Io...
Saved in:
Published in | Internet technology letters Vol. 5; no. 2 |
---|---|
Main Authors | , , , |
Format | Journal Article |
Language | English |
Published |
Chichester, UK
John Wiley & Sons, Ltd
01.03.2022
|
Subjects | |
Online Access | Get full text |
ISSN | 2476-1508 2476-1508 |
DOI | 10.1002/itl2.319 |
Cover
Abstract | Internet of Things (IoT) is a hot research topic, and typically involves communication between small devices in order to sense, react, and reinvent our way of living. To this end, the localization of such small devices is of great importance for most applications. Between the many applications of IoT, there are those which require low power communication between long ranges, which are entitled Low Power Wide Area (LPWA) communications. One of the main LPWA technologies is the Long Range (LoRa), which does not support native localization. In order to overcome such a problem, a possible approach is to use the Global Positioning Systems (GPS), but it can be costly when aiming for cheaper and simpler devices. This paper evaluates the accuracy of a LoRa‐aided outdoor localization system when locating GPS‐free Target Nodes (TN) through the use of Anchor Nodes (AN) with known positions. Two different indicators are used, namely the Received Signal Strength Indicator (RSSI) and the Time Difference of Arrival (TDoA). Our results indicate that, in general, TDoA presents an improved accuracy over RSSI, with errors ranging from 66 to 253 m in the considered scenario. |
---|---|
AbstractList | Internet of Things (IoT) is a hot research topic, and typically involves communication between small devices in order to sense, react, and reinvent our way of living. To this end, the localization of such small devices is of great importance for most applications. Between the many applications of IoT, there are those which require low power communication between long ranges, which are entitled Low Power Wide Area (LPWA) communications. One of the main LPWA technologies is the Long Range (LoRa), which does not support native localization. In order to overcome such a problem, a possible approach is to use the Global Positioning Systems (GPS), but it can be costly when aiming for cheaper and simpler devices. This paper evaluates the accuracy of a LoRa‐aided outdoor localization system when locating GPS‐free Target Nodes (TN) through the use of Anchor Nodes (AN) with known positions. Two different indicators are used, namely the Received Signal Strength Indicator (RSSI) and the Time Difference of Arrival (TDoA). Our results indicate that, in general, TDoA presents an improved accuracy over RSSI, with errors ranging from 66 to 253 m in the considered scenario. |
Author | Yoshitome, Eric Hideo Cruz, João Vitor Rodrigues Monteiro, Marcos Eduardo Pivaro Rebelatto, João Luiz |
Author_xml | – sequence: 1 givenname: Eric Hideo surname: Yoshitome fullname: Yoshitome, Eric Hideo organization: Federal University of Technology‐Paraná (UTFPR) – sequence: 2 givenname: João Vitor Rodrigues surname: Cruz fullname: Cruz, João Vitor Rodrigues organization: Federal University of Technology‐Paraná (UTFPR) – sequence: 3 givenname: Marcos Eduardo Pivaro orcidid: 0000-0001-7658-2025 surname: Monteiro fullname: Monteiro, Marcos Eduardo Pivaro organization: Federal University of Technology‐Paraná (UTFPR) – sequence: 4 givenname: João Luiz orcidid: 0000-0002-1682-2215 surname: Rebelatto fullname: Rebelatto, João Luiz email: jlrebelatto@utfpr.edu.br organization: Federal University of Technology‐Paraná (UTFPR) |
BookMark | eNp1j8tKxDAUhoOM4DgO-AhdumnNvakbGcZboSDM1HVI2xQimUaSitSVj-Az-iS2jgsRXZ0D5_t_zncMZp3rNACnCCYIQnxueosTgrIDMMc05TFiUMx-7EdgGcIjhBBlhIqMzUFauI36eHtXptFN5J77xjkfWVcra15Vb1wXhSH0encRbbbbPBqP5ZVbXZ6Aw1bZoJffcwEebq7L9V1c3N_m61UR15izLBaq4poTipuKs5QwqirBxm8YbwhqaUpbxTIoIGeI4LqtNMeIYk2p0CSrRUoW4GzfW3sXgtetfPJmp_wgEZSTs5yc5eg8oskvtDb9l0LvlbF_BeJ94MVYPfxbLPOywBP_CSnuZ-c |
CitedBy_id | crossref_primary_10_1109_JSEN_2024_3524456 crossref_primary_10_3390_smartcities7050098 crossref_primary_10_1109_ACCESS_2023_3266957 crossref_primary_10_1109_ACCESS_2024_3403420 crossref_primary_10_1109_ACCESS_2024_3491977 crossref_primary_10_32604_cmc_2023_033636 crossref_primary_10_1016_j_adhoc_2023_103097 |
Cites_doi | 10.1109/COMST.2017.2652320 10.1017/CBO9780511841224 10.1109/COMST.2019.2949598 10.1002/itl2.75 10.3390/s20195464 |
ContentType | Journal Article |
Copyright | 2021 John Wiley & Sons, Ltd. |
Copyright_xml | – notice: 2021 John Wiley & Sons, Ltd. |
DBID | AAYXX CITATION |
DOI | 10.1002/itl2.319 |
DatabaseName | CrossRef |
DatabaseTitle | CrossRef |
DatabaseTitleList | CrossRef |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Engineering |
EISSN | 2476-1508 |
EndPage | n/a |
ExternalDocumentID | 10_1002_itl2_319 ITL2319 |
Genre | article |
GroupedDBID | 0R~ 1OC 33P 34L AAHHS AAHQN AAMNL AANLZ AAYCA AAZKR ABCUV ACCFJ ACCZN ACGFS ACPOU ACXQS ADBBV ADKYN ADXAS ADZMN ADZOD AEEZP AEIGN AEQDE AEUYR AFFPM AFWVQ AHBTC AITYG AIURR AIWBW AJBDE ALMA_UNASSIGNED_HOLDINGS ALUQN ALVPJ AMYDB BFHJK DCZOG EBS EJD HGLYW LATKE LEEKS LUTES LYRES MEWTI O9- OK1 P2W ROL SUPJJ WXSBR ZZTAW AAYXX ABJNI ADMLS AEYWJ AGHNM AGYGG CITATION |
ID | FETCH-LOGICAL-c2659-8ab6e6342db657354ab8547656d31f474fa5908065132cfbe62142e448e39c873 |
ISSN | 2476-1508 |
IngestDate | Tue Jul 01 02:53:37 EDT 2025 Thu Apr 24 22:57:37 EDT 2025 Wed Jan 22 16:25:34 EST 2025 |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 2 |
Language | English |
LinkModel | OpenURL |
MergedId | FETCHMERGED-LOGICAL-c2659-8ab6e6342db657354ab8547656d31f474fa5908065132cfbe62142e448e39c873 |
ORCID | 0000-0001-7658-2025 0000-0002-1682-2215 |
PageCount | 6 |
ParticipantIDs | crossref_primary_10_1002_itl2_319 crossref_citationtrail_10_1002_itl2_319 wiley_primary_10_1002_itl2_319_ITL2319 |
ProviderPackageCode | CITATION AAYXX |
PublicationCentury | 2000 |
PublicationDate | March/April 2022 2022-03-00 |
PublicationDateYYYYMMDD | 2022-03-01 |
PublicationDate_xml | – month: 03 year: 2022 text: March/April 2022 |
PublicationDecade | 2020 |
PublicationPlace | Chichester, UK |
PublicationPlace_xml | – name: Chichester, UK |
PublicationTitle | Internet technology letters |
PublicationYear | 2022 |
Publisher | John Wiley & Sons, Ltd |
Publisher_xml | – name: John Wiley & Sons, Ltd |
References | 2019 2018 2020; 6 2017 2017; 19 2005 2015 2020; 22 2020; 20 2012 2019; 2 2021 e_1_2_9_11_1 e_1_2_9_13_1 e_1_2_9_12_1 e_1_2_9_8_1 e_1_2_9_7_1 e_1_2_9_6_1 e_1_2_9_5_1 e_1_2_9_4_1 Anugrah TW (e_1_2_9_9_1) 2020; 6 e_1_2_9_3_1 Ingabire W (e_1_2_9_10_1) 2021 e_1_2_9_2_1 e_1_2_9_15_1 e_1_2_9_14_1 |
References_xml | – start-page: 1032 year: 2021 end-page: 1043 – year: 2005 – volume: 2 issue: 1 year: 2019 article-title: Experimental data set analysis of RSSI‐based indoor and outdoor localization in LoRa networks publication-title: Internet Technol Lett – start-page: 6 year: 2017 – year: 2017 – volume: 6 start-page: 52 issue: 2 year: 2020 end-page: 63 article-title: Non‐line of sight LoRa‐based localization using RSSI‐Kalman‐Filter and trilateration publication-title: Int J Inf Commun Technol – year: 2018 – volume: 19 start-page: 855 issue: 2 year: 2017 end-page: 873 article-title: Low power wide area networks: an overview publication-title: IEEE Commun Surv Tutor – year: 2019 – volume: 22 start-page: 371 issue: 1 year: 2020 end-page: 388 article-title: A survey on LoRa networking: research problems, current solutions, and open issues publication-title: IEEE Commun Surv Tutor – year: 2015 – volume: 20 start-page: 5464 issue: 19 year: 2020 article-title: Investigation of the performance of TDoA‐based localization over LoRaWAN in theory and practice publication-title: Sensors – year: 2012 – ident: e_1_2_9_3_1 doi: 10.1109/COMST.2017.2652320 – ident: e_1_2_9_2_1 – start-page: 1032 volume-title: LoRa RSSI Based Outdoor Localization in an Urban Area Using Random Neural Networks year: 2021 ident: e_1_2_9_10_1 – volume: 6 start-page: 52 issue: 2 year: 2020 ident: e_1_2_9_9_1 article-title: Non‐line of sight LoRa‐based localization using RSSI‐Kalman‐Filter and trilateration publication-title: Int J Inf Commun Technol – ident: e_1_2_9_12_1 doi: 10.1017/CBO9780511841224 – ident: e_1_2_9_14_1 – ident: e_1_2_9_5_1 – ident: e_1_2_9_6_1 doi: 10.1109/COMST.2019.2949598 – ident: e_1_2_9_8_1 doi: 10.1002/itl2.75 – ident: e_1_2_9_11_1 doi: 10.3390/s20195464 – ident: e_1_2_9_7_1 – ident: e_1_2_9_15_1 – ident: e_1_2_9_13_1 – ident: e_1_2_9_4_1 |
SSID | ssj0001934895 |
Score | 2.257647 |
Snippet | Internet of Things (IoT) is a hot research topic, and typically involves communication between small devices in order to sense, react, and reinvent our way of... |
SourceID | crossref wiley |
SourceType | Enrichment Source Index Database Publisher |
SubjectTerms | Localization LoRa LPWA RSSI TDoA |
Title | LoRa‐aided outdoor localization system: RSSI or TDoA? |
URI | https://onlinelibrary.wiley.com/doi/abs/10.1002%2Fitl2.319 |
Volume | 5 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3NjtMwELaq7gUOaPkTy5-ChOBgZdnajpNwQdUuqKAWoaWL9hbZsQ2VqnqVJhx6gjfgGXkSxnGaplWRFi5R5DhO4_kynpnOfEboOdNEKZmykAlAMFjEJhRGn8AZl4qkg0jnrsB58pGPLtiHy-iy1_vZrS4p5XG-2ltX8j9ShTaQq6uS_QfJtoNCA5yDfOEIEobjtWQ8tucCt-kKjuxRYVuVytoC14tUU2TZ8DXXyW-gPV0O-vTMDvFOVp-PDuoSl228Hc_rcp_lRjksv4EO8FurOx2KR_BUu76sBD4tqpUPy9f_wVOLv8ANBT63qph9rTYpixPHizXzZTYT-Nzs0mWbAGAt_jT7Lop2UIeAuShLuz3suJqtujELcHfbpC2v2giLeeiY6P0qtKet0c1RB4Jkr8b3DLIwS-SYNsp3i1R7Z7FrUxA9XTPJ3J0ZdcSxByQG86uPDoZnk_HnTaAupSypd-9pf-GaxPiEvFo_eMus6bo5tZ0yPUS3GgcjGHq03EY9vbiDbnZoJ--i1OEm-P3jV42YoEFM0EVM4BHzOnB4CeCiw0vw5h66ePd2ejoKmy00wpxwF-AVkmtOGVGSRzGNmJBJBK8RcUUHhsXMCLfpPdihA0pyIzV3FHwafHZN0zyJ6X3UX9iFfoACAt2VihIZG_AqjZR5HilpBoYksAbk5Ai9XM9Aljf88m6bk3m2O9VH6Fnb88pzquzp86KexL92yN5Px-CbpA-vMdgjdGODwseoXxaVfgK2ZCmfNtL-A3Sfcs4 |
linkProvider | EBSCOhost |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=LoRa+%E2%80%90aided+outdoor+localization+system%3A+RSSI+or+TDoA+%3F&rft.jtitle=Internet+technology+letters&rft.au=Yoshitome%2C+Eric+Hideo&rft.au=da+Cruz%2C+Jo%C3%A3o+Vitor+Rodrigues&rft.au=Monteiro%2C+Marcos+Eduardo+Pivaro&rft.au=Rebelatto%2C+Jo%C3%A3o+Luiz&rft.date=2022-03-01&rft.issn=2476-1508&rft.eissn=2476-1508&rft.volume=5&rft.issue=2&rft_id=info:doi/10.1002%2Fitl2.319&rft.externalDBID=n%2Fa&rft.externalDocID=10_1002_itl2_319 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2476-1508&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2476-1508&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2476-1508&client=summon |