An Optimized DV-Hop Localization Algorithm Based on Hop Count Optimization and Ranging Correction
Due to the relatively low positioning accuracy of the DV-Hop algorithm in wireless sensor network, an optimized DV-Hop localization algorithm based on hop count optimization and ranging correction(HCRDV-Hop). Firstly, the algorithm uses multiple-communication radius broadcasting to revise the hop in...
Saved in:
Published in | 2022 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC) pp. 1 - 4 |
---|---|
Main Authors | , , , , , |
Format | Conference Proceeding |
Language | English |
Published |
IEEE
25.10.2022
|
Subjects | |
Online Access | Get full text |
Cover
Loading…
Abstract | Due to the relatively low positioning accuracy of the DV-Hop algorithm in wireless sensor network, an optimized DV-Hop localization algorithm based on hop count optimization and ranging correction(HCRDV-Hop). Firstly, the algorithm uses multiple-communication radius broadcasting to revise the hop information between nodes to reduce errors caused by the hop information. Then the weight correction factor is used to reduce the average hop distance error. Finally, the improved sparrow search algorithm is used to replace the least squares method to compute the unknown node locations, which further improves the location accuracy of unknown nodes. Simulation verification shows that, in comparison with the DV-Hop, WPDV-Hop and MWDV-Hop localization algorithms, HCRDV-HOP algorithm can minimize the positioning error and enhance the localization performance. |
---|---|
AbstractList | Due to the relatively low positioning accuracy of the DV-Hop algorithm in wireless sensor network, an optimized DV-Hop localization algorithm based on hop count optimization and ranging correction(HCRDV-Hop). Firstly, the algorithm uses multiple-communication radius broadcasting to revise the hop information between nodes to reduce errors caused by the hop information. Then the weight correction factor is used to reduce the average hop distance error. Finally, the improved sparrow search algorithm is used to replace the least squares method to compute the unknown node locations, which further improves the location accuracy of unknown nodes. Simulation verification shows that, in comparison with the DV-Hop, WPDV-Hop and MWDV-Hop localization algorithms, HCRDV-HOP algorithm can minimize the positioning error and enhance the localization performance. |
Author | Chun, Zhang Huachao, Sun Jingjie, Gao Fei, Hua Qian, Zhang Kunkun, Tian |
Author_xml | – sequence: 1 givenname: Sun surname: Huachao fullname: Huachao, Sun email: 2020224115@chd.edu.cn organization: Chang'an University,College of Information Engineering,Xi'an,China,710072 – sequence: 2 givenname: Gao surname: Jingjie fullname: Jingjie, Gao email: gaojingj@chd.edu.cn organization: Chang'an University,College of Information Engineering,Xi'an,China,710072 – sequence: 3 givenname: Hua surname: Fei fullname: Fei, Hua email: huafei@mail.nwpu.edu.cn organization: Technique Research Institute,AVIC Xi'an Aeronautics Computing,Xi'an,China,710065 – sequence: 4 givenname: Zhang surname: Qian fullname: Qian, Zhang email: 2020124007@chd.edu.cn organization: Chang'an University,College of Information Engineering,Xi'an,China,710072 – sequence: 5 givenname: Zhang surname: Chun fullname: Chun, Zhang email: 2021224082@chd.edu.cn organization: Chang'an University,College of Information Engineering,Xi'an,China,710072 – sequence: 6 givenname: Tian surname: Kunkun fullname: Kunkun, Tian email: 20201224101@chd.edu.cn organization: Chang'an University,College of Information Engineering,Xi'an,China,710072 |
BookMark | eNo1j81OwzAQhI0EB1p4Ai5-gQRnE8fxMZifVopUBBXXahNvg6XEjtJwoE9PqpbTSDPfjDQLdu2DJ8Z4IuIkEfpxbT7fjZFSQRqDAIi1LjIAuGKLJM9llmsFcMuw9HwzTK53R7L8-StahYFXocHOHXFywfOya8Popu-eP-FhZmbrxJjw46f_6plEb_kH-tb5do7HkZqTfcdu9tgd6P6iS7Z9fdmaVVRt3tamrCKXFTqqgRqwqbQEe4lUo7V13hRC1FLNJzKNOiUFCinTOYmkaWpJqlBW1rpICkiX7OE864hoN4yux_F3dzmd_gHiwVNH |
ContentType | Conference Proceeding |
DBID | 6IE 6IL CBEJK RIE RIL |
DOI | 10.1109/ICSPCC55723.2022.9984222 |
DatabaseName | IEEE Electronic Library (IEL) Conference Proceedings IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume IEEE Xplore All Conference Proceedings IEEE/IET Electronic Library (IEL) IEEE Proceedings Order Plans (POP All) 1998-Present |
DatabaseTitleList | |
Database_xml | – sequence: 1 dbid: RIE name: IEEE/IET Electronic Library (IEL) url: https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/ sourceTypes: Publisher |
DeliveryMethod | fulltext_linktorsrc |
EISBN | 1665469722 9781665469722 |
EndPage | 4 |
ExternalDocumentID | 9984222 |
Genre | orig-research |
GroupedDBID | 6IE 6IL CBEJK RIE RIL |
ID | FETCH-LOGICAL-i489-b2ec2d35de2f5aebaddb6c800b5755749a93e727ae496e01ccb5e787d5b981823 |
IEDL.DBID | RIE |
IngestDate | Thu Jan 18 11:14:19 EST 2024 |
IsPeerReviewed | false |
IsScholarly | false |
Language | English |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-i489-b2ec2d35de2f5aebaddb6c800b5755749a93e727ae496e01ccb5e787d5b981823 |
PageCount | 4 |
ParticipantIDs | ieee_primary_9984222 |
PublicationCentury | 2000 |
PublicationDate | 2022-Oct.-25 |
PublicationDateYYYYMMDD | 2022-10-25 |
PublicationDate_xml | – month: 10 year: 2022 text: 2022-Oct.-25 day: 25 |
PublicationDecade | 2020 |
PublicationTitle | 2022 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC) |
PublicationTitleAbbrev | ICSPCC |
PublicationYear | 2022 |
Publisher | IEEE |
Publisher_xml | – name: IEEE |
Score | 1.865169 |
Snippet | Due to the relatively low positioning accuracy of the DV-Hop algorithm in wireless sensor network, an optimized DV-Hop localization algorithm based on hop... |
SourceID | ieee |
SourceType | Publisher |
StartPage | 1 |
SubjectTerms | Broadcasting Computational modeling DV-Hop Location awareness multiple communication radius Signal processing Signal processing algorithms sparrow search algorithm Wireless communication Wireless sensor network Wireless sensor networks |
Title | An Optimized DV-Hop Localization Algorithm Based on Hop Count Optimization and Ranging Correction |
URI | https://ieeexplore.ieee.org/document/9984222 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1NT8MwDI3GTpwAbYhv5cCRdm3apO1xFKaBGEww0G5T0rhjgrXT1F3263HabgjEgVuVukqUqH6242cTcqmUK10tpKUC4JbPAtfoQW6V1c80Mz2vTEB_8Cj6r_79mI8b5GrLhQGAMvkMbPNY3uXrPFmZUFkHXQMTsdghO6HDKq7WJjnHiTp38cswjjkPmId-H2N2Lf6jb0oJG709MthMWGWLfNirQtnJ-lctxv-uaJ-0vwl6dLiFngPSgKxFZDejT6gB5rM1aHrzZvXzBX0wWFVzLWn3c5ovZ8X7nF4jeGmKQ0bG8NKLzaeVpMw0fZamVuEUXy9LtZhnbTLq3Y7ivlV3ULBmfhhZikHCtMc1sJRLUKjLlEjQRFRopPHAj2TkARowEvxIgOMmieKAf7DmKkIgZ94haWZ5BkeE8lQykQrhS4keZRgqbQrNpb7rJOjAgDgmLbM7k0VVI2NSb8zJ38OnZNeckMEAxs9Is1iu4BzBvVAX5al-Abljpb0 |
link.rule.ids | 310,311,786,790,795,796,802,27956,55107 |
linkProvider | IEEE |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1NT8JAEN0gHvSkBozf7sGjLe3SbekRq6QoIFE03shud4pEaQkpF369s23BaDx4a7a7abObzpuZzntDyJWUtrCVKwzpATcc5tnaDnIjVz9TTPe80gn9_sANX5z7N_5WIdcbLgwA5MVnYOrL_F--SqOlTpU1MDTQGYstso04b3kFW2tdnmP5jW7wPAwCzj3WxMiPMbNc8KNzSg4cnT3SXz-yqBf5MJeZNKPVLzXG_77TPql_U_TocAM-B6QCSY2IdkIf0QbMpitQ9PbVCNM57Wm0KtmWtP05SRfT7H1GbxC-FMUhPUcz07P10mKmSBR9ElqtcIK3F7lhTJM6GXXuRkFolD0UjKnT8g3JIGKqyRWwmAuQaM2kG6GTKNFN457jC78J6MIIcHwXLDuKJAf8hhWXPkI5ax6SapImcEQojwVzY9d1hMCYstWSSkvNxY5tRRjCgHtManp3xvNCJWNcbszJ38OXZCcc9XvjXnfwcEp29WlpRGD8jFSzxRLOEeozeZGf8Beh-6kR |
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%3Abook&rft.genre=proceeding&rft.title=2022+IEEE+International+Conference+on+Signal+Processing%2C+Communications+and+Computing+%28ICSPCC%29&rft.atitle=An+Optimized+DV-Hop+Localization+Algorithm+Based+on+Hop+Count+Optimization+and+Ranging+Correction&rft.au=Huachao%2C+Sun&rft.au=Jingjie%2C+Gao&rft.au=Fei%2C+Hua&rft.au=Qian%2C+Zhang&rft.date=2022-10-25&rft.pub=IEEE&rft.spage=1&rft.epage=4&rft_id=info:doi/10.1109%2FICSPCC55723.2022.9984222&rft.externalDocID=9984222 |