Academic Journal
MF-OAMP-Based Joint Channel Estimation and Data Detection for OTFS Systems
| العنوان: | MF-OAMP-Based Joint Channel Estimation and Data Detection for OTFS Systems |
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| المؤلفون: | Wen, Haifeng, Yuan, Weijie, Yuen, Chau, Li, Yonghui |
| بيانات النشر: | Ieee-inst Electrical Electronics Engineers Inc |
| سنة النشر: | 2024 |
| المجموعة: | The Hong Kong University of Science and Technology: HKUST Institutional Repository |
| مصطلحات موضوعية: | Channel estimation, Symbols, Detectors, Message passing, Estimation, Manganese, Delays, Orthogonal time frequency space (OTFS), Detection, OAMP, Mean-field |
| الوصف: | To overcome the low spectral efficiency issue caused by large guard space adopted in conventional channel estimation schemes for orthogonal time frequency space (OTFS) systems, superimposed pilot-data placement schemes without the use of guard space have been considered in the literature. However, it is still an open problem for efficient joint channel estimation and OTFS symbol detection based on superimposed pilot-data placement schemes. In this work, an orthogonal approximate message passing (OAMP) based joint channel estimation and detection algorithm with the aid of mean-field (MF) message passing is proposed. In particular, soft information corresponding to the effective channel matrix and data symbols are fed OAMP-based symbol detector and channel estimator via MF, respectively. Thanks to the MF message passing rules, enhanced error performance is brought by iterative information exchange between the OTFS detector and the channel estimator. Numerical results demonstrate that the proposed iterative algorithm can efficiently detect the data symbols without the use of guard space. |
| نوع الوثيقة: | article in journal/newspaper |
| اللغة: | English |
| تدمد: | 0018-9545 1939-9359 |
| Relation: | http://repository.hkust.edu.hk/ir/Record/1783.1-139812; IEEE Transactions on Vehicular Technology, v. 73, (2), February 2024, article number 10264119, p. 2948-2953; https://doi.org/10.1109/TVT.2023.3319562; http://lbdiscover.ust.hk/uresolver?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rfr_id=info:sid/HKUST:SPI&rft.genre=article&rft.issn=0018-9545&rft.volume=73&rft.issue=2&rft.date=2024&rft.spage=2948&rft.aulast=Wen&rft.aufirst=Haifeng&rft.atitle=MF-OAMP-Based+Joint+Channel+Estimation+and+Data+Detection+for+OTFS+Systems&rft.title=IEEE+TRANSACTIONS+ON+VEHICULAR+TECHNOLOGY; http://gateway.isiknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=LinksAMR&SrcApp=PARTNER_APP&DestLinkType=FullRecord&DestApp=WOS&KeyUT=001203463300091; http://www.scopus.com/record/display.url?eid=2-s2.0-85163015955&origin=inward |
| DOI: | 10.1109/TVT.2023.3319562 |
| الاتاحة: | http://repository.hkust.edu.hk/ir/Record/1783.1-139812 https://doi.org/10.1109/TVT.2023.3319562 http://lbdiscover.ust.hk/uresolver?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rfr_id=info:sid/HKUST:SPI&rft.genre=article&rft.issn=0018-9545&rft.volume=73&rft.issue=2&rft.date=2024&rft.spage=2948&rft.aulast=Wen&rft.aufirst=Haifeng&rft.atitle=MF-OAMP-Based+Joint+Channel+Estimation+and+Data+Detection+for+OTFS+Systems&rft.title=IEEE+TRANSACTIONS+ON+VEHICULAR+TECHNOLOGY http://gateway.isiknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=LinksAMR&SrcApp=PARTNER_APP&DestLinkType=FullRecord&DestApp=WOS&KeyUT=001203463300091 http://www.scopus.com/record/display.url?eid=2-s2.0-85163015955&origin=inward |
| رقم الانضمام: | edsbas.4CBE15DC |
| قاعدة البيانات: | BASE |
| تدمد: | 00189545 19399359 |
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| DOI: | 10.1109/TVT.2023.3319562 |