DC Field | Value | Language |
---|---|---|
dc.contributor.author | Min, Dongchan | ko |
dc.contributor.author | Kim, Minchan | ko |
dc.contributor.author | Lee, Jinsil | ko |
dc.contributor.author | Circiu, Mihaela Simona | ko |
dc.contributor.author | Meurer, Michael | ko |
dc.contributor.author | Lee, Jiyun | ko |
dc.date.accessioned | 2023-01-06T07:00:21Z | - |
dc.date.available | 2023-01-06T07:00:21Z | - |
dc.date.created | 2022-10-17 | - |
dc.date.created | 2022-10-17 | - |
dc.date.created | 2022-10-17 | - |
dc.date.issued | 2022-12 | - |
dc.identifier.citation | IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, v.23, no.12, pp.25047 - 25053 | - |
dc.identifier.issn | 1524-9050 | - |
dc.identifier.uri | http://hdl.handle.net/10203/304130 | - |
dc.description.abstract | One of the major error components of differential global navigation satellite systems is a multipath error in a reference station. This paper introduces a deep neural network based multipath modeling method. A signal to noise ratio, as well as satellite geometry, is used as a feature parameter to capture the variation of the multipath error caused by unavoidable changes in the vicinity of the reference station. The performance of the proposed method is demonstrated for both normal and varying multipath cases using experimental data. The remaining multipath error after mitigation is well bounded by the standardized error model. | - |
dc.language | English | - |
dc.publisher | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC | - |
dc.title | DNN-Based Approach to Mitigate Multipath Errors of Differential GNSS Reference Stations | - |
dc.type | Article | - |
dc.identifier.wosid | 000862335000001 | - |
dc.identifier.scopusid | 2-s2.0-85139494686 | - |
dc.type.rims | ART | - |
dc.citation.volume | 23 | - |
dc.citation.issue | 12 | - |
dc.citation.beginningpage | 25047 | - |
dc.citation.endingpage | 25053 | - |
dc.citation.publicationname | IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS | - |
dc.identifier.doi | 10.1109/TITS.2022.3207281 | - |
dc.contributor.localauthor | Lee, Jiyun | - |
dc.contributor.nonIdAuthor | Kim, Minchan | - |
dc.contributor.nonIdAuthor | Circiu, Mihaela Simona | - |
dc.contributor.nonIdAuthor | Meurer, Michael | - |
dc.description.isOpenAccess | N | - |
dc.type.journalArticle | Article | - |
dc.subject.keywordAuthor | Satellites | - |
dc.subject.keywordAuthor | Global navigation satellite system | - |
dc.subject.keywordAuthor | Signal to noise ratio | - |
dc.subject.keywordAuthor | Geometry | - |
dc.subject.keywordAuthor | Satellite antennas | - |
dc.subject.keywordAuthor | Receiving antennas | - |
dc.subject.keywordAuthor | Measurement uncertainty | - |
dc.subject.keywordAuthor | Differential global navigation satellite system | - |
dc.subject.keywordAuthor | deep neural network | - |
dc.subject.keywordAuthor | multipath error mitigation | - |
dc.subject.keywordPlus | TRACKING | - |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.