Compressive sensing-based channel estimation schemes for wideband millimeter wave wireless communication systems
•Millimeter (mm) Wave Massive MIMO communication systems with both hybrid precoder-combiner structure and low-bit resolution analog-to-digital converters (ADCs).•Projection-based Orthogonal Matching Pursuit (POMP)-based channel estimator.•Predictive Orthogonal Least Squares (POLS)-based channel esti...
Uloženo v:
| Vydáno v: | Computers & electrical engineering Ročník 104; s. 108452 |
|---|---|
| Hlavní autoři: | , , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
| Vydáno: |
Elsevier Ltd
01.12.2022
|
| Témata: | |
| ISSN: | 0045-7906, 1879-0755 |
| On-line přístup: | Získat plný text |
| Tagy: |
Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
|
| Abstract | •Millimeter (mm) Wave Massive MIMO communication systems with both hybrid precoder-combiner structure and low-bit resolution analog-to-digital converters (ADCs).•Projection-based Orthogonal Matching Pursuit (POMP)-based channel estimator.•Predictive Orthogonal Least Squares (POLS)-based channel estimator.•Determination of the approximate number of bits that result in optimum performances of the channel estimators in mm-Wave Massive MIMO communication systems.
The introduction of both hybrid precoder-combiner structure and low-bit resolution analog-to-digital converters (ADCs) makes channel estimation in millimeter (mm) Wave Massive MIMO systems to be challenging. In the literature, several channel estimation schemes presented focus on narrowband channels. However, few works are found to be presented for the case of wideband channels for this system. In this paper, two new channel estimation techniques are proposed with the first scheme based on the Projection-based Orthogonal Matching Pursuit (POMP) algorithm. The second estimation scheme is based on the Predictive Orthogonal Least Squares (POLS) algorithm. In all the simulation results, POLS shows the best performance but with the highest computational complexity cost, with POMB exhibiting the next best performance with a lower computational complexity cost. In terms of compromise between performance and computational complexity cost, the proposed POLS-based channel estimator is the best estimator for the wideband mmWave Massive MIMO systems.
Normalized Mean Squared Error (NMSE) performances of the proposed Projection-based Orthogonal Matching Pursuit (POMP)-based channel Estimator and Predictive Orthogonal Least Squares (POLS)-based channel estimator in comparison with some other channel estimators: number of receiver antenna Mr = 16, number of transmitter antenna, Mt = 128, and the number of quantization bits NQ = 8, [Display omitted] |
|---|---|
| AbstractList | •Millimeter (mm) Wave Massive MIMO communication systems with both hybrid precoder-combiner structure and low-bit resolution analog-to-digital converters (ADCs).•Projection-based Orthogonal Matching Pursuit (POMP)-based channel estimator.•Predictive Orthogonal Least Squares (POLS)-based channel estimator.•Determination of the approximate number of bits that result in optimum performances of the channel estimators in mm-Wave Massive MIMO communication systems.
The introduction of both hybrid precoder-combiner structure and low-bit resolution analog-to-digital converters (ADCs) makes channel estimation in millimeter (mm) Wave Massive MIMO systems to be challenging. In the literature, several channel estimation schemes presented focus on narrowband channels. However, few works are found to be presented for the case of wideband channels for this system. In this paper, two new channel estimation techniques are proposed with the first scheme based on the Projection-based Orthogonal Matching Pursuit (POMP) algorithm. The second estimation scheme is based on the Predictive Orthogonal Least Squares (POLS) algorithm. In all the simulation results, POLS shows the best performance but with the highest computational complexity cost, with POMB exhibiting the next best performance with a lower computational complexity cost. In terms of compromise between performance and computational complexity cost, the proposed POLS-based channel estimator is the best estimator for the wideband mmWave Massive MIMO systems.
Normalized Mean Squared Error (NMSE) performances of the proposed Projection-based Orthogonal Matching Pursuit (POMP)-based channel Estimator and Predictive Orthogonal Least Squares (POLS)-based channel estimator in comparison with some other channel estimators: number of receiver antenna Mr = 16, number of transmitter antenna, Mt = 128, and the number of quantization bits NQ = 8, [Display omitted] |
| ArticleNumber | 108452 |
| Author | Marciniak, Tomasz Flizikowski, Adam Oyerinde, Olutayo O. |
| Author_xml | – sequence: 1 givenname: Olutayo O. orcidid: 0000-0002-7827-5448 surname: Oyerinde fullname: Oyerinde, Olutayo O. email: Olutayo.Oyerinde@wits.ac.za organization: School of Electrical and Information Engineering, University of the Witwatersrand, Johannesburg 2020, South Africa – sequence: 2 givenname: Adam surname: Flizikowski fullname: Flizikowski, Adam organization: Faculty of Telecommunications, Computer Science and Electrical Engineering, Bydgoszcz University of Science and Technology, Bydgoszcz 85-796, Poland – sequence: 3 givenname: Tomasz surname: Marciniak fullname: Marciniak, Tomasz organization: Faculty of Telecommunications, Computer Science and Electrical Engineering, Bydgoszcz University of Science and Technology, Bydgoszcz 85-796, Poland |
| BookMark | eNqNkMtqwzAQRUVJoUnaf3A_wKmk2Ja9KiX0BYFushfyaJwo2HLQuAn5-ypNFqWrrIYZuIc7Z8JGvvfI2KPgM8FF8bSdQd_tsEVAv55JLmW8l1kub9hYlKpKucrzERtznuWpqnhxxyZEWx73QpRjtlvEeEAit8eE0JPz67Q2hDaBjfEe2wRpcJ0ZXO8Tgg12SEnTh-TgLNbG26Rzbes6HDDeTKQcXIh9iJLYrPv2Di7ZIw3Y0T27bUxL-HCZU7Z6e10tPtLl1_vn4mWZgszFkNa1VJVSVcZ5zhE5FjazwiowpjIS5hVKyFSOkjcFcNPUwoJqgJdWijzD-ZQ9n7EQeqKAjQY3_BYZgnGtFlyf_Omt_uNPn_zps79IqP4RdiF6CMersotzFuOHe4dBEzj0gDa6gUHb3l1B-QGdaJkJ |
| CitedBy_id | crossref_primary_10_3390_electronics13152909 |
| Cites_doi | 10.1109/TSP.2017.2781644 10.1109/JSTSP.2018.2813973 10.1109/TVT.2017.2779828 10.1109/TCOMM.2009.12.080559 10.1109/LCOMM.2016.2555299 10.1109/TSP.2011.2173682 10.1109/JSTSP.2014.2334278 10.1109/TWC.2014.2382098 10.1109/JSTSP.2018.2819130 10.1109/JSAC.2017.2720978 10.1016/j.dsp.2018.11.003 10.1109/JSTSP.2016.2523924 10.1109/TVT.2007.897212 10.1109/TWC.2017.2661749 10.1109/TWC.2018.2804943 10.1109/JSAC.2017.2720856 10.1109/TSP.2019.2931202 10.1109/TSP.2018.2811742 |
| ContentType | Journal Article |
| Copyright | 2022 Elsevier Ltd |
| Copyright_xml | – notice: 2022 Elsevier Ltd |
| DBID | AAYXX CITATION |
| DOI | 10.1016/j.compeleceng.2022.108452 |
| DatabaseName | CrossRef |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering |
| EISSN | 1879-0755 |
| ExternalDocumentID | 10_1016_j_compeleceng_2022_108452 S004579062200667X |
| GroupedDBID | --K --M .DC .~1 0R~ 1B1 1~. 1~5 29F 4.4 457 4G. 5GY 5VS 7-5 71M 8P~ 9JN AACTN AAEDT AAEDW AAIAV AAIKJ AAKOC AALRI AAOAW AAQFI AAQXK AAXUO AAYFN ABBOA ABEFU ABFNM ABJNI ABMAC ABXDB ABYKQ ACDAQ ACGFO ACGFS ACNNM ACRLP ACZNC ADBBV ADEZE ADJOM ADMUD ADTZH AEBSH AECPX AEKER AENEX AFFNX AFKWA AFTJW AGHFR AGUBO AGYEJ AHHHB AHJVU AHZHX AIALX AIEXJ AIKHN AITUG AJBFU AJOXV ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AOUOD ASPBG AVWKF AXJTR AZFZN BJAXD BKOJK BLXMC CS3 DU5 EBS EFJIC EFLBG EJD EO8 EO9 EP2 EP3 FDB FEDTE FGOYB FIRID FNPLU FYGXN G-2 G-Q GBLVA GBOLZ HLZ HVGLF HZ~ IHE J1W JJJVA KOM LG9 LY7 M41 MO0 N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. PQQKQ Q38 R2- RIG ROL RPZ RXW SBC SDF SDG SDP SES SET SEW SPC SPCBC SST SSV SSZ T5K TAE TN5 UHS VOH WH7 WUQ XPP ZMT ~G- ~S- 9DU AATTM AAXKI AAYWO AAYXX ABWVN ACLOT ACRPL ACVFH ADCNI ADNMO AEIPS AEUPX AFJKZ AFPUW AGQPQ AIGII AIIUN AKBMS AKRWK AKYEP ANKPU APXCP CITATION EFKBS ~HD |
| ID | FETCH-LOGICAL-c251t-bb27977940050ee0e6d4d1d7caa9a2c39e2c475e20f6c0afb1dc7fc08d2154e3 |
| ISICitedReferencesCount | 3 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000882453200001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 0045-7906 |
| IngestDate | Sat Nov 29 07:30:09 EST 2025 Tue Nov 18 21:58:30 EST 2025 Fri Feb 23 02:37:31 EST 2024 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Keywords | mmWave Orthogonal projection Wideband channel Compressive sensing Hybrid precoder Channel estimation Massive MIMO |
| Language | English |
| LinkModel | OpenURL |
| MergedId | FETCHMERGED-LOGICAL-c251t-bb27977940050ee0e6d4d1d7caa9a2c39e2c475e20f6c0afb1dc7fc08d2154e3 |
| ORCID | 0000-0002-7827-5448 |
| ParticipantIDs | crossref_citationtrail_10_1016_j_compeleceng_2022_108452 crossref_primary_10_1016_j_compeleceng_2022_108452 elsevier_sciencedirect_doi_10_1016_j_compeleceng_2022_108452 |
| PublicationCentury | 2000 |
| PublicationDate | December 2022 2022-12-00 |
| PublicationDateYYYYMMDD | 2022-12-01 |
| PublicationDate_xml | – month: 12 year: 2022 text: December 2022 |
| PublicationDecade | 2020 |
| PublicationTitle | Computers & electrical engineering |
| PublicationYear | 2022 |
| Publisher | Elsevier Ltd |
| Publisher_xml | – name: Elsevier Ltd |
| References | Rodríguez-Fernández, Venugopal, González-Prelcic, Heath (bib0012) 2017 Gao, Hu, Dai, Wang (bib0014) 2016; 20 Lee, Gil, Lee (bib0006) 2014 CATR, “Discussion on the frame structure design for NR. 3GPP TDocs TSG RAN WG1”, Busan, Korea, Tech. Rep. R1–163132, April 2016,https://www.3gpp.org/dynareport?code=TDocExMtg--R1-84b--31661.htm. Venugopal, Alkhateeb, Prelcic, Heath (bib0011) 2017; 35 He, Kim, Ghauch, Liu, Wang (bib0007) 2014 Tropp, Gilbert, Strauss (bib0016) 2005; 5 Wang, Wen, Jin (bib0020) 2017; 35 Roth, Pirzadeh, Swindlehurst, Nossek (bib0002) 2018; 12 Singh, Dabeer, Madhow (bib0003) 2009; 57 Tsai, Liu, Wu (bib0029) 2018; 66 Mo, Schniter, Heath (bib0019) 2018; 66 Zhang, Zhang, Gao, Zhao (bib0021) 2019; 85 Rodríguez-Fernández, González-Prelcic, Venugopal, Heath (bib0013) 2018; 17 Forenza, Love, Heath (bib0024) 2007; 56 Oyerinde (bib0010) 2022 Schniter, Sayeed (bib0023) 2014 Yang, Zeng, Zhang (bib0008) 2018; 67 J. Sung, J. Choi, and B.L. Evans,(2017). "Wideband channel estimation for hybrid beamforming millimeter wave communication systems with low-resolution ADCs [Online]. Available Oyerinde, Flizikowski, Marciniak (bib0022) 2021 Heath, Gonzlez-Prelcic, Rangan, Roh, Sayeed (bib0001) 2016; 10 Kaushik, Vlachos, Thompson, Perelli (bib0017) 2018 Araújo, de Almeida, Axnãs, Mota (bib0015) 2014 Gao, Dai, Zhou, Sayeed, Hanzo (bib0028) 2019; 67 Alkhateeb, El Ayach, Leus, Heath (bib0005) 2014; 8 Alkhateeb, El Ayach, Leus, Heath (bib0009) 2014 Mo, Alkhateeb, Abu-Surra, Heath (bib0004) 2017; 16 . Wang, Li, Wang (bib0025) 2015; 14 Chatterjee, Sundman, Vehkapera, Skoglund (bib0026) 2012; 60 González-Coma, Rodríguez-Fernández, González-Prelcic, Castedo, Heath (bib0018) 2018; 12 Lee (10.1016/j.compeleceng.2022.108452_bib0006) 2014 Forenza (10.1016/j.compeleceng.2022.108452_bib0024) 2007; 56 Rodríguez-Fernández (10.1016/j.compeleceng.2022.108452_bib0013) 2018; 17 Gao (10.1016/j.compeleceng.2022.108452_bib0028) 2019; 67 Alkhateeb (10.1016/j.compeleceng.2022.108452_bib0005) 2014; 8 Heath (10.1016/j.compeleceng.2022.108452_bib0001) 2016; 10 10.1016/j.compeleceng.2022.108452_bib0030 Oyerinde (10.1016/j.compeleceng.2022.108452_bib0022) 2021 Alkhateeb (10.1016/j.compeleceng.2022.108452_bib0009) 2014 Venugopal (10.1016/j.compeleceng.2022.108452_bib0011) 2017; 35 10.1016/j.compeleceng.2022.108452_bib0027 Tropp (10.1016/j.compeleceng.2022.108452_bib0016) 2005; 5 Kaushik (10.1016/j.compeleceng.2022.108452_bib0017) 2018 Schniter (10.1016/j.compeleceng.2022.108452_bib0023) 2014 Tsai (10.1016/j.compeleceng.2022.108452_bib0029) 2018; 66 Wang (10.1016/j.compeleceng.2022.108452_bib0025) 2015; 14 Araújo (10.1016/j.compeleceng.2022.108452_bib0015) 2014 Yang (10.1016/j.compeleceng.2022.108452_bib0008) 2018; 67 Oyerinde (10.1016/j.compeleceng.2022.108452_bib0010) 2022 He (10.1016/j.compeleceng.2022.108452_bib0007) 2014 Rodríguez-Fernández (10.1016/j.compeleceng.2022.108452_bib0012) 2017 Chatterjee (10.1016/j.compeleceng.2022.108452_bib0026) 2012; 60 González-Coma (10.1016/j.compeleceng.2022.108452_bib0018) 2018; 12 Singh (10.1016/j.compeleceng.2022.108452_bib0003) 2009; 57 Roth (10.1016/j.compeleceng.2022.108452_bib0002) 2018; 12 Mo (10.1016/j.compeleceng.2022.108452_bib0004) 2017; 16 Wang (10.1016/j.compeleceng.2022.108452_bib0020) 2017; 35 Gao (10.1016/j.compeleceng.2022.108452_bib0014) 2016; 20 Mo (10.1016/j.compeleceng.2022.108452_bib0019) 2018; 66 Zhang (10.1016/j.compeleceng.2022.108452_bib0021) 2019; 85 |
| References_xml | – volume: 8 start-page: 831 year: 2014 end-page: 846 ident: bib0005 article-title: Channel estimation and hybrid precoding for millimeter wave cellular systems publication-title: IEEE J Sel Top Signal Process – start-page: 416 year: 2014 end-page: 421 ident: bib0007 article-title: Millimeter-wave MIMO channel tracking systems publication-title: Proceedings of the IEEE globecom workshops (GC Wkshps) – volume: 5 start-page: 721 year: 2005 end-page: 724 ident: bib0016 article-title: Simultaneous sparse approximation via greedy pursuit publication-title: Proceedings of the IEEE international conference acoustics speech signal processing (ICASSP ’05) – reference: CATR, “Discussion on the frame structure design for NR. 3GPP TDocs TSG RAN WG1”, Busan, Korea, Tech. Rep. R1–163132, April 2016,https://www.3gpp.org/dynareport?code=TDocExMtg--R1-84b--31661.htm. – volume: 12 start-page: 353 year: 2018 end-page: 367 ident: bib0018 article-title: Channel estimation and hybrid precoding for frequency selective multiuser mmWave MIMO systems publication-title: IEEE J Sel Top Signal Process – start-page: 3326 year: 2014 end-page: 3331 ident: bib0006 article-title: Exploiting spatial sparsity for estimating channels of hybrid MIMO systems in millimeter-wave communications publication-title: Proceedings of the IEEE global communications conference – volume: 20 start-page: 1259 year: 2016 end-page: 1262 ident: bib0014 article-title: Channel estimation for millimeter-wave massive MIMO with hybrid precoding over frequency-selective fading channels publication-title: IEEE Commun Lett – volume: 35 start-page: 1962 year: 2017 end-page: 1979 ident: bib0020 article-title: Bayesian optimal data detector for mm-wave OFDM system with low-resolution ADC publication-title: IEEE J Sel Areas Commun – volume: 67 start-page: 3239 year: 2018 end-page: 3251 ident: bib0008 article-title: Channel estimation for millimeter-wave MIMO communications with lens antenna arrays publication-title: IEEE Trans Veh Technol – volume: 56 start-page: 1924 year: 2007 end-page: 1934 ident: bib0024 article-title: Simplified spatial correlation models for clustered MIMO channels with different array configurations publication-title: IEEE Trans Veh Technol – volume: 16 start-page: 2274 year: 2017 end-page: 2287 ident: bib0004 article-title: Hybrid architectures with few-bit ADC receivers: achievable rates and energy-rate tradeoffs publication-title: IEEE Trans Wirel Commun – start-page: 1 year: 2017 end-page: 7 ident: bib0012 article-title: A frequency-domain approach to wideband channel estimation in millimeter wave systems publication-title: Proceedings of the IEEE international conference communication (ICC) – volume: 10 start-page: 436 year: 2016 end-page: 453 ident: bib0001 article-title: An overview of signal processing techniques for millimeter wave MIMO systems publication-title: IEEE J Sel Top Signal Process – year: 2014 ident: bib0023 article-title: Channel estimation and precoder design for millimeter-wave communications: the sparse way publication-title: Proceedings of the 48th Asilomar conference on signals, systems and computers – volume: 67 start-page: 4809 year: 2019 end-page: 4824 ident: bib0028 article-title: Wideband beamspace channel estimation for millimeter-wave MIMO systems relying on lens antenna arrays publication-title: IEEE Trans Signal Process – start-page: 125 year: 2014 end-page: 129 ident: bib0009 article-title: Single-sided adaptive estimation of multi-path millimeter-wave channels publication-title: Proceedings of the IEEE 15th international workshop on signal processing advances in wireless communications (SPAWC) – volume: 85 start-page: 29 year: 2019 end-page: 40 ident: bib0021 article-title: Bussgang decomposition-based sparse channel estimation in wideband hybrid millimeter wave MIMO systems with finite-bit ADCs publication-title: Digit Signal Process – volume: 12 start-page: 484 year: 2018 end-page: 498 ident: bib0002 article-title: A comparison of hybrid beamforming and digital beamforming with low-resolution ADCs for multiple users and imperfect CSI publication-title: IEEE J Sel Top Signal Process – volume: 66 start-page: 2414 year: 2018 end-page: 2428 ident: bib0029 article-title: Efficient compressive channel estimation for millimeter-wave large-scale antenna systems publication-title: IEEE Trans Signal Process – volume: 66 start-page: 1141 year: 2018 end-page: 1154 ident: bib0019 article-title: Channel estimation in broadband millimeter-wave MIMO systems with few-bit ADCs publication-title: IEEE Trans Signal Process – volume: 14 start-page: 2156 year: 2015 end-page: 2168 ident: bib0025 article-title: Multiuser detection in massive spatial modulation MIMO with low-resolution ADCs publication-title: IEEE Trans Wirel Commun – start-page: 1825 year: 2018 end-page: 1829 ident: bib0017 article-title: Efficient channel estimation in millimeter-wave hybrid MIMO systems with low-resolution ADCs publication-title: Proceedings of the 26th Europe signal processing conference (EUSIPCO) – volume: 35 start-page: 1996 year: 2017 end-page: 2009 ident: bib0011 article-title: Channel estimation for hybrid architecture-based wideband millimeter-wave systems publication-title: IEEE J Sel Areas Commun – volume: 60 start-page: 634 year: 2012 end-page: 647 ident: bib0026 article-title: Projection-based and look-ahead strategies for atom selection publication-title: IEEE Trans Signal Process – reference: . – volume: 57 start-page: 3629 year: 2009 end-page: 3639 ident: bib0003 article-title: On the limits of communication with low-precision analog-to-digital conversion at the receiver publication-title: IEEE Trans Commun – year: 2021 ident: bib0022 article-title: Adjusted orthogonal matching pursuit based channel estimation for hybrid beamforming millimeter wave wireless communication systems publication-title: Proceedings of the 15th international conference on signal processing and communication systems (ICSPCS'2021) – reference: J. Sung, J. Choi, and B.L. Evans,(2017). "Wideband channel estimation for hybrid beamforming millimeter wave communication systems with low-resolution ADCs [Online]. Available: – volume: 17 start-page: 2946 year: 2018 end-page: 2960 ident: bib0013 article-title: Frequency-domain compressive channel estimation for frequency-selective hybrid millimeter wave MIMO systems publication-title: IEEE Trans Wireless Commun – start-page: 81 year: 2014 end-page: 85 ident: bib0015 article-title: Channel estimation for millimeter-wave very-large MIMO systems publication-title: Proceedings of the 22nd Europe signal processing conference (EUSIPCO) – start-page: 1 year: 2022 end-page: 6 ident: bib0010 article-title: Recast subspace pursuit-based channel estimation for hybrid beamforming narrowband millimeter-wave massive MIMO systems publication-title: Proceedings of the IEEE 95th vehicular technology conference: VTC2022-spring – volume: 66 start-page: 1141 issue: 5 year: 2018 ident: 10.1016/j.compeleceng.2022.108452_bib0019 article-title: Channel estimation in broadband millimeter-wave MIMO systems with few-bit ADCs publication-title: IEEE Trans Signal Process doi: 10.1109/TSP.2017.2781644 – volume: 12 start-page: 484 issue: 3 year: 2018 ident: 10.1016/j.compeleceng.2022.108452_bib0002 article-title: A comparison of hybrid beamforming and digital beamforming with low-resolution ADCs for multiple users and imperfect CSI publication-title: IEEE J Sel Top Signal Process doi: 10.1109/JSTSP.2018.2813973 – volume: 67 start-page: 3239 issue: 4 year: 2018 ident: 10.1016/j.compeleceng.2022.108452_bib0008 article-title: Channel estimation for millimeter-wave MIMO communications with lens antenna arrays publication-title: IEEE Trans Veh Technol doi: 10.1109/TVT.2017.2779828 – volume: 57 start-page: 3629 issue: 12 year: 2009 ident: 10.1016/j.compeleceng.2022.108452_bib0003 article-title: On the limits of communication with low-precision analog-to-digital conversion at the receiver publication-title: IEEE Trans Commun doi: 10.1109/TCOMM.2009.12.080559 – volume: 20 start-page: 1259 issue: 6 year: 2016 ident: 10.1016/j.compeleceng.2022.108452_bib0014 article-title: Channel estimation for millimeter-wave massive MIMO with hybrid precoding over frequency-selective fading channels publication-title: IEEE Commun Lett doi: 10.1109/LCOMM.2016.2555299 – volume: 60 start-page: 634 issue: 2 year: 2012 ident: 10.1016/j.compeleceng.2022.108452_bib0026 article-title: Projection-based and look-ahead strategies for atom selection publication-title: IEEE Trans Signal Process doi: 10.1109/TSP.2011.2173682 – ident: 10.1016/j.compeleceng.2022.108452_bib0030 – volume: 8 start-page: 831 issue: 5 year: 2014 ident: 10.1016/j.compeleceng.2022.108452_bib0005 article-title: Channel estimation and hybrid precoding for millimeter wave cellular systems publication-title: IEEE J Sel Top Signal Process doi: 10.1109/JSTSP.2014.2334278 – start-page: 1 year: 2017 ident: 10.1016/j.compeleceng.2022.108452_bib0012 article-title: A frequency-domain approach to wideband channel estimation in millimeter wave systems – volume: 14 start-page: 2156 issue: 4 year: 2015 ident: 10.1016/j.compeleceng.2022.108452_bib0025 article-title: Multiuser detection in massive spatial modulation MIMO with low-resolution ADCs publication-title: IEEE Trans Wirel Commun doi: 10.1109/TWC.2014.2382098 – start-page: 1 year: 2022 ident: 10.1016/j.compeleceng.2022.108452_bib0010 article-title: Recast subspace pursuit-based channel estimation for hybrid beamforming narrowband millimeter-wave massive MIMO systems – start-page: 125 year: 2014 ident: 10.1016/j.compeleceng.2022.108452_bib0009 article-title: Single-sided adaptive estimation of multi-path millimeter-wave channels – volume: 12 start-page: 353 issue: 2 year: 2018 ident: 10.1016/j.compeleceng.2022.108452_bib0018 article-title: Channel estimation and hybrid precoding for frequency selective multiuser mmWave MIMO systems publication-title: IEEE J Sel Top Signal Process doi: 10.1109/JSTSP.2018.2819130 – volume: 35 start-page: 1962 issue: 9 year: 2017 ident: 10.1016/j.compeleceng.2022.108452_bib0020 article-title: Bayesian optimal data detector for mm-wave OFDM system with low-resolution ADC publication-title: IEEE J Sel Areas Commun doi: 10.1109/JSAC.2017.2720978 – volume: 5 start-page: 721 year: 2005 ident: 10.1016/j.compeleceng.2022.108452_bib0016 article-title: Simultaneous sparse approximation via greedy pursuit – volume: 85 start-page: 29 year: 2019 ident: 10.1016/j.compeleceng.2022.108452_bib0021 article-title: Bussgang decomposition-based sparse channel estimation in wideband hybrid millimeter wave MIMO systems with finite-bit ADCs publication-title: Digit Signal Process doi: 10.1016/j.dsp.2018.11.003 – year: 2014 ident: 10.1016/j.compeleceng.2022.108452_bib0023 article-title: Channel estimation and precoder design for millimeter-wave communications: the sparse way – start-page: 1825 year: 2018 ident: 10.1016/j.compeleceng.2022.108452_bib0017 article-title: Efficient channel estimation in millimeter-wave hybrid MIMO systems with low-resolution ADCs – volume: 10 start-page: 436 issue: 3 year: 2016 ident: 10.1016/j.compeleceng.2022.108452_bib0001 article-title: An overview of signal processing techniques for millimeter wave MIMO systems publication-title: IEEE J Sel Top Signal Process doi: 10.1109/JSTSP.2016.2523924 – volume: 56 start-page: 1924 issue: 4 year: 2007 ident: 10.1016/j.compeleceng.2022.108452_bib0024 article-title: Simplified spatial correlation models for clustered MIMO channels with different array configurations publication-title: IEEE Trans Veh Technol doi: 10.1109/TVT.2007.897212 – start-page: 81 year: 2014 ident: 10.1016/j.compeleceng.2022.108452_bib0015 article-title: Channel estimation for millimeter-wave very-large MIMO systems – volume: 16 start-page: 2274 issue: 4 year: 2017 ident: 10.1016/j.compeleceng.2022.108452_bib0004 article-title: Hybrid architectures with few-bit ADC receivers: achievable rates and energy-rate tradeoffs publication-title: IEEE Trans Wirel Commun doi: 10.1109/TWC.2017.2661749 – volume: 17 start-page: 2946 issue: 5 year: 2018 ident: 10.1016/j.compeleceng.2022.108452_bib0013 article-title: Frequency-domain compressive channel estimation for frequency-selective hybrid millimeter wave MIMO systems publication-title: IEEE Trans Wireless Commun doi: 10.1109/TWC.2018.2804943 – start-page: 3326 year: 2014 ident: 10.1016/j.compeleceng.2022.108452_bib0006 article-title: Exploiting spatial sparsity for estimating channels of hybrid MIMO systems in millimeter-wave communications – start-page: 416 year: 2014 ident: 10.1016/j.compeleceng.2022.108452_bib0007 article-title: Millimeter-wave MIMO channel tracking systems – volume: 35 start-page: 1996 issue: 9 year: 2017 ident: 10.1016/j.compeleceng.2022.108452_bib0011 article-title: Channel estimation for hybrid architecture-based wideband millimeter-wave systems publication-title: IEEE J Sel Areas Commun doi: 10.1109/JSAC.2017.2720856 – year: 2021 ident: 10.1016/j.compeleceng.2022.108452_bib0022 article-title: Adjusted orthogonal matching pursuit based channel estimation for hybrid beamforming millimeter wave wireless communication systems – volume: 67 start-page: 4809 issue: 18 year: 2019 ident: 10.1016/j.compeleceng.2022.108452_bib0028 article-title: Wideband beamspace channel estimation for millimeter-wave MIMO systems relying on lens antenna arrays publication-title: IEEE Trans Signal Process doi: 10.1109/TSP.2019.2931202 – volume: 66 start-page: 2414 issue: 9 year: 2018 ident: 10.1016/j.compeleceng.2022.108452_bib0029 article-title: Efficient compressive channel estimation for millimeter-wave large-scale antenna systems publication-title: IEEE Trans Signal Process doi: 10.1109/TSP.2018.2811742 – ident: 10.1016/j.compeleceng.2022.108452_bib0027 |
| SSID | ssj0004618 |
| Score | 2.3126879 |
| Snippet | •Millimeter (mm) Wave Massive MIMO communication systems with both hybrid precoder-combiner structure and low-bit resolution analog-to-digital converters... |
| SourceID | crossref elsevier |
| SourceType | Enrichment Source Index Database Publisher |
| StartPage | 108452 |
| SubjectTerms | Channel estimation Compressive sensing Hybrid precoder Massive MIMO mmWave Orthogonal projection Wideband channel |
| Title | Compressive sensing-based channel estimation schemes for wideband millimeter wave wireless communication systems |
| URI | https://dx.doi.org/10.1016/j.compeleceng.2022.108452 |
| Volume | 104 |
| WOSCitedRecordID | wos000882453200001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVESC databaseName: Elsevier SD Freedom Collection Journals 2021 customDbUrl: eissn: 1879-0755 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0004618 issn: 0045-7906 databaseCode: AIEXJ dateStart: 19950101 isFulltext: true titleUrlDefault: https://www.sciencedirect.com providerName: Elsevier |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1bb9MwFLZKhxA8IK5i4yIj8RZlShynTiReKjQECG1IVKhvkWM7KKNLq7Zrt_0J_jLnxM5lA8QQ4iVqI7lOzvlsH7vf-Q4hr7hheazS3DdFBBsUU4z8RKehn-c5MwJCBl7rFnz5KA4Pk-k0_TQYfG9yYTYzUVXJ2Vm6-K-uhnvgbEyd_Qt3tz8KN-AzOB2u4Ha4XsvxOMJrcuvGeCukp1dffVyrdJ3kW5mZh8IaNmPRg72tQbkmJBtuS21yPEfHSkTlCfJkvC0WJ0I54xnOiKqfTeJEoFf98LapEbGqEWVL7NQoMJ3sYXuse45frervERhEns-9o_0OT-VF-W2-dWW1x1qedIfnS1VWpbQcb-Q3XfTPLhi7wgNpk2o6BlM9SXNU0QycQradlxOBuVZW0beduG3h4p8WAXsecYw-XOCbwivuY-_Ip-RWL_eKxvZn7BO7ZPV_UWJ6g-wwEafJkOyM3x9MP_RSbUO7uLtnvEVedpTB33T465CnF8ZM7pG7bv9BxxY398nAVA_InZ4q5UOy6CGIXkIQdQiiHYKoQxAFBNEGQbRDEEUE0QZB9BKCqEPQIzJ5ezB58853hTl8BeHwGgYyE7BvSDmqBxkTmJHmOtRCSZlKpqLUMMVFbFhQjFQgizzUShQqSDQEmNxEj8mwmlfmCaExlnkJmRRKFTzSYaJkDiG0iiULIyaTXZI0psuUE63H2imzrGEnHmc9q2do9cxafZewtunCKrdcp9Hrxj-ZC0FtaJkBuP7cfO_fmj8lt7tR8owM18tT85zcVJt1uVq-cFD8Ae0quto |
| linkProvider | Elsevier |
| 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=Compressive+sensing-based+channel+estimation+schemes+for+wideband+millimeter+wave+wireless+communication+systems&rft.jtitle=Computers+%26+electrical+engineering&rft.au=Oyerinde%2C+Olutayo+O.&rft.au=Flizikowski%2C+Adam&rft.au=Marciniak%2C+Tomasz&rft.date=2022-12-01&rft.pub=Elsevier+Ltd&rft.issn=0045-7906&rft.eissn=1879-0755&rft.volume=104&rft_id=info:doi/10.1016%2Fj.compeleceng.2022.108452&rft.externalDocID=S004579062200667X |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0045-7906&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0045-7906&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0045-7906&client=summon |