{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T07:24:13Z","timestamp":1740122653840,"version":"3.37.3"},"reference-count":38,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2024,10,1]],"date-time":"2024-10-01T00:00:00Z","timestamp":1727740800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,10,1]],"date-time":"2024-10-01T00:00:00Z","timestamp":1727740800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Wireless Pers Commun"],"published-print":{"date-parts":[[2024,10]]},"DOI":"10.1007\/s11277-024-11581-7","type":"journal-article","created":{"date-parts":[[2024,10,14]],"date-time":"2024-10-14T14:02:52Z","timestamp":1728914572000},"page":"2207-2226","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["An Efficient Channel Estimation Approach for Wideband Millimeter Wave MIMO System"],"prefix":"10.1007","volume":"138","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6088-9871","authenticated-orcid":false,"given":"Prateek Saurabh","family":"Srivastav","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peng","family":"Gui","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Arfan Haider","family":"Wahla","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chen","family":"Ai","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lu","family":"Xiaoyong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,10,14]]},"reference":[{"issue":"5","key":"11581_CR1","doi-asserted-by":"publisher","first-page":"831","DOI":"10.1109\/JSTSP.2014.2334278","volume":"8","author":"A Alkhateeb","year":"2014","unstructured":"Alkhateeb, A., El Ayach, O., Leus, G., & Heath, R. W. (2014). Channel estimation and hybrid precoding for millimeter wave cellular systems. IEEE J Sel Top Signal Process, 8(5), 831\u2013846.","journal-title":"IEEE J Sel Top Signal Process"},{"issue":"7","key":"11581_CR2","doi-asserted-by":"publisher","first-page":"3814","DOI":"10.1109\/TAP.2013.2254442","volume":"61","author":"J Brady","year":"2013","unstructured":"Brady, J., Behdad, N., & Sayeed, A. M. (2013). Beamspace MIMO for millimeter-wave communications: System architecture, modeling, analysis, and measurements. IEEE Transactions on Antennas and Propagation, 61(7), 3814\u20133827.","journal-title":"IEEE Transactions on Antennas and Propagation"},{"issue":"3","key":"11581_CR3","doi-asserted-by":"publisher","first-page":"124","DOI":"10.1109\/MWC.2018.1700294","volume":"25","author":"H Ji","year":"2018","unstructured":"Ji, H., Park, S., Yeo, J., Kim, Y., Lee, J., & Shim, B. (2018). Ultra-reliable and low-latency communications in 5G downlink: Physical layer aspects. IEEE Wireless Communications, 25(3), 124\u2013130.","journal-title":"IEEE Wireless Communications"},{"issue":"9","key":"11581_CR4","doi-asserted-by":"publisher","first-page":"134","DOI":"10.1109\/MCOM.2017.1600400","volume":"55","author":"AF Molisch","year":"2017","unstructured":"Molisch, A. F., et al. (2017). Hybrid beamforming for massive MIMO: A survey. IEEE Communications Magazine, 55(9), 134\u2013141.","journal-title":"IEEE Communications Magazine"},{"issue":"3","key":"11581_CR5","doi-asserted-by":"publisher","first-page":"436","DOI":"10.1109\/JSTSP.2016.2523924","volume":"10","author":"RW Heath","year":"2016","unstructured":"Heath, R. W., Gonzalez-Prelcic, N., Rangan, S., Roh, W., & Sayeed, A. M. (2016). An overview of signal processing techniques for millimeter wave MIMO systems. IEEE Journal of Selected Topics in Signal Processing, 10(3), 436\u2013453.","journal-title":"IEEE Journal of Selected Topics in Signal Processing"},{"key":"11581_CR6","doi-asserted-by":"crossref","unstructured":"Venugopal, K., Alkhateeb, A., Heath, R. W., & Prelcic, N. G. (2017). Time-domain channel estimation for wideband millimeter wave systems with hybrid architecture. In 2017 IEEE international conference on acoustics, speech and signal processing (ICASSP) (pp. 6493\u20136497). IEEE.","DOI":"10.1109\/ICASSP.2017.7953407"},{"key":"11581_CR7","doi-asserted-by":"publisher","first-page":"247","DOI":"10.1109\/ACCESS.2015.2514261","volume":"4","author":"R M\u00e9ndez-Rial","year":"2016","unstructured":"M\u00e9ndez-Rial, R., Rusu, C., Gonz\u00e1lez-Prelcic, N., Alkhateeb, A., & Heath, R. W. (2016). Hybrid MIMO architectures for millimeter wave communications: Phase shifters or switches? IEEE Access, 4, 247\u2013267. https:\/\/doi.org\/10.1109\/ACCESS.2015.2514261","journal-title":"IEEE Access"},{"issue":"6","key":"11581_CR8","doi-asserted-by":"publisher","first-page":"2370","DOI":"10.1109\/TCOMM.2016.2557791","volume":"64","author":"J Lee","year":"2016","unstructured":"Lee, J., Gil, G., & Lee, Y. H. (2016). Channel Estimation via orthogonal matching pursuit for hybrid MIMO systems in millimeter wave communications. IEEE Transactions on Communications, 64(6), 2370\u20132386. https:\/\/doi.org\/10.1109\/TCOMM.2016.2557791","journal-title":"IEEE Transactions on Communications"},{"key":"11581_CR9","doi-asserted-by":"crossref","unstructured":"Alexandropoulos, G. C., & Chouvardas, S. (2016). Low complexity channel estimation for millimeter wave systems with hybrid A\/D antenna processing. In 2016 IEEE Globecom Workshops (GC Wkshps) (pp. 1\u20136). IEEE.","DOI":"10.1109\/GLOCOMW.2016.7848952"},{"issue":"9","key":"11581_CR10","doi-asserted-by":"publisher","first-page":"1996","DOI":"10.1109\/JSAC.2017.2720856","volume":"35","author":"K Venugopal","year":"2017","unstructured":"Venugopal, K., Alkhateeb, A., Prelcic, N. G., & Heath, R. W. (2017). Channel estimation for hybrid architecture-based wideband millimeter wave systems. IEEE Journal on Selected Areas in Communications, 35(9), 1996\u20132009.","journal-title":"IEEE Journal on Selected Areas in Communications"},{"key":"11581_CR11","doi-asserted-by":"crossref","unstructured":"Alexandropoulos, G. C. (2017). Position aided beam alignment for millimeter wave backhaul systems with large phased arrays. In 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) (pp. 1\u20135).","DOI":"10.1109\/CAMSAP.2017.8313072"},{"issue":"4","key":"11581_CR12","doi-asserted-by":"publisher","first-page":"1289","DOI":"10.1109\/TIT.2006.871582","volume":"52","author":"DL Donoho","year":"2006","unstructured":"Donoho, D. L. (2006). Compressed sensing. IEEE Transactions on Information Theory, 52(4), 1289\u20131306.","journal-title":"IEEE Transactions on Information Theory"},{"issue":"7","key":"11581_CR13","doi-asserted-by":"publisher","first-page":"4680","DOI":"10.1109\/TIT.2011.2146090","volume":"57","author":"TT Cai","year":"2011","unstructured":"Cai, T. T., & Wang, L. (2011). Orthogonal matching pursuit for sparse signal recovery with noise. IEEE Transactions on Information Theory, 57(7), 4680\u20134688.","journal-title":"IEEE Transactions on Information Theory"},{"issue":"2","key":"11581_CR14","doi-asserted-by":"publisher","first-page":"1123","DOI":"10.1109\/TWC.2017.2776108","volume":"17","author":"X Li","year":"2017","unstructured":"Li, X., Fang, J., Li, H., & Wang, P. (2017). Millimeter wave channel estimation via exploiting joint sparse and low-rank structures. IEEE Transactions on Wireless Communications, 17(2), 1123\u20131133.","journal-title":"IEEE Transactions on Wireless Communications"},{"issue":"9","key":"11581_CR15","doi-asserted-by":"publisher","first-page":"5953","DOI":"10.1109\/TWC.2017.2717822","volume":"16","author":"D Lee","year":"2017","unstructured":"Lee, D., Kim, S.-J., & Giannakis, G. B. (2017). Channel gain cartography for cognitive radios leveraging low rank and sparsity. IEEE Transactions on Wireless Communications, 16(9), 5953\u20135966.","journal-title":"IEEE Transactions on Wireless Communications"},{"issue":"12","key":"11581_CR16","doi-asserted-by":"publisher","first-page":"4397","DOI":"10.3390\/app10124397","volume":"10","author":"PS Srivastav","year":"2020","unstructured":"Srivastav, P. S., Chen, L., & Wahla, A. H. (2020). Precise channel estimation approach for a mmWave MIMO system. Applied Sciences, 10(12), 4397.","journal-title":"Applied Sciences"},{"issue":"11","key":"11581_CR17","doi-asserted-by":"publisher","first-page":"1675","DOI":"10.1109\/LSP.2018.2870533","volume":"25","author":"E Vlachos","year":"2018","unstructured":"Vlachos, E., Alexandropoulos, G. C., & Thompson, J. (2018). Massive MIMO channel estimation for millimeter wave systems via matrix completion. IEEE Signal Processing Letters, 25(11), 1675\u20131679. https:\/\/doi.org\/10.1109\/LSP.2018.2870533","journal-title":"IEEE Signal Processing Letters"},{"issue":"5","key":"11581_CR18","doi-asserted-by":"publisher","first-page":"5142","DOI":"10.1109\/TWC.2023.3324679","volume":"23","author":"C Ruan","year":"2024","unstructured":"Ruan, C., Zhang, Z., Jiang, H., Zhang, H., Dang, J., & Liang, W. (2024). Simplified learned approximate message passing network for beamspace channel estimation in mmWave massive MIMO systems. IEEE Transactions on Wireless Communications, 23(5), 5142\u20135156. https:\/\/doi.org\/10.1109\/TWC.2023.3324679","journal-title":"IEEE Transactions on Wireless Communications"},{"key":"11581_CR19","doi-asserted-by":"publisher","first-page":"79016","DOI":"10.1109\/ACCESS.2023.3297884","volume":"11","author":"E Sharifi","year":"2023","unstructured":"Sharifi, E., Feghhi, M. M., Azarnia, G., Nouri, S., Lee, D., & Piran, M. J. (2023). Channel estimation based on compressed sensing for massive MIMO systems with Lens Antenna Array. IEEE Access, 11, 79016\u201379032.","journal-title":"IEEE Access"},{"key":"11581_CR20","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3322658","author":"B Hadji","year":"2023","unstructured":"Hadji, B., A\u00efssa-El-Bey, A., Fergani, L., & Djeddou, M. (2023). Joint hybrid precoding and combining design based multi-stage compressed sensing approach for mmWave MIMO channel estimation. IEEE Access. https:\/\/doi.org\/10.1109\/ACCESS.2023.3322658","journal-title":"IEEE Access"},{"issue":"8","key":"11581_CR21","doi-asserted-by":"publisher","first-page":"1314","DOI":"10.1109\/LWC.2023.3270160","volume":"12","author":"S Weng","year":"2023","unstructured":"Weng, S., Jiang, F., & Wymeersch, H. (2023). Wideband mmWave massive MIMO channel estimation and localization. IEEE Wireless Communications Letters, 12(8), 1314\u20131318.","journal-title":"IEEE Wireless Communications Letters"},{"issue":"5","key":"11581_CR22","doi-asserted-by":"publisher","first-page":"1407","DOI":"10.1109\/LCOMM.2023.3257191","volume":"27","author":"JN Pisharody","year":"2023","unstructured":"Pisharody, J. N., Rajoriya, A., Gupta, N., & Budhiraja, R. (2023). Fast correlated sbl algorithm for estimating correlated sparse millimeter wave channels. IEEE Communications Letters, 27(5), 1407\u20131411.","journal-title":"IEEE Communications Letters"},{"issue":"8","key":"11581_CR23","doi-asserted-by":"publisher","first-page":"10330","DOI":"10.1109\/TVT.2023.3259071","volume":"72","author":"S Bera","year":"2023","unstructured":"Bera, S., Chakraborty, S., Sen, D., & Dutta, A. K. (2023). Iterative variational bayesian inference based channel estimation for TWR mmWave systems. IEEE Transactions on Vehicular Technology, 72(8), 10330\u201310344.","journal-title":"IEEE Transactions on Vehicular Technology"},{"key":"11581_CR24","doi-asserted-by":"publisher","unstructured":"Ma, F., Ni, M., Zhang, X., & Yu, Z. (2015). Solving Lasso: Extended ADMM is more efficient than ADMM. In 2015 Chinese Automation Congress (CAC) (pp. 55-58).https:\/\/doi.org\/10.1109\/CAC.2015.7382469","DOI":"10.1109\/CAC.2015.7382469"},{"issue":"5","key":"11581_CR25","doi-asserted-by":"publisher","first-page":"1136","DOI":"10.1109\/JSTSP.2019.2937633","volume":"13","author":"E Vlachos","year":"2019","unstructured":"Vlachos, E., Alexandropoulos, G. C., & Thompson, J. (2019). Wideband MIMO channel estimation for hybrid beamforming millimeter wave systems via random spatial sampling. IEEE Journal of Selected Topics in Signal Processing, 13(5), 1136\u20131150.","journal-title":"IEEE Journal of Selected Topics in Signal Processing"},{"issue":"5","key":"11581_CR26","doi-asserted-by":"publisher","first-page":"1141","DOI":"10.1109\/TSP.2017.2781644","volume":"66","author":"J Mo","year":"2017","unstructured":"Mo, J., Schniter, P., & Heath, R. W. (2017). Channel estimation in broadband millimeter wave MIMO systems with few-bit ADCs. IEEE Transactions on Signal Processing, 66(5), 1141\u20131154.","journal-title":"IEEE Transactions on Signal Processing"},{"issue":"10","key":"11581_CR27","doi-asserted-by":"publisher","first-page":"2563","DOI":"10.1109\/TSP.2002.803324","volume":"50","author":"AM Sayeed","year":"2002","unstructured":"Sayeed, A. M. (2002). Deconstructing multiantenna fading channels. IEEE Transactions on Signal Processing, 50(10), 2563\u20132579. https:\/\/doi.org\/10.1109\/TSP.2002.803324","journal-title":"IEEE Transactions on Signal Processing"},{"issue":"3","key":"11581_CR28","doi-asserted-by":"publisher","first-page":"528","DOI":"10.1109\/JSTSP.2016.2538178","volume":"10","author":"H Ghauch","year":"2016","unstructured":"Ghauch, H., Kim, T., Bengtsson, M., & Skoglund, M. (2016). Subspace estimation and decomposition for large millimeter-wave MIMO systems. IEEE J Sel Top Signal Process, 10(3), 528\u2013542.","journal-title":"IEEE J Sel Top Signal Process"},{"issue":"5","key":"11581_CR29","doi-asserted-by":"publisher","first-page":"2748","DOI":"10.1109\/TWC.2017.2662687","volume":"16","author":"PA Eliasi","year":"2017","unstructured":"Eliasi, P. A., Rangan, S., & Rappaport, T. S. (2017). Low-rank spatial channel estimation for millimeter wave cellular systems. IEEE Transactions on Wireless Communications, 16(5), 2748\u20132759.","journal-title":"IEEE Transactions on Wireless Communications"},{"issue":"5","key":"11581_CR30","doi-asserted-by":"publisher","first-page":"2946","DOI":"10.1109\/TWC.2018.2804943","volume":"17","author":"J Rodr\u00edguez-Fern\u00e1ndez","year":"2018","unstructured":"Rodr\u00edguez-Fern\u00e1ndez, J., Gonz\u00e1lez-Prelcic, N., Venugopal, K., & Heath, R. W. (2018). Frequency-domain compressive channel estimation for frequency-selective hybrid millimeter wave MIMO systems. IEEE Transactions on Wireless Communications, 17(5), 2946\u20132960.","journal-title":"IEEE Transactions on Wireless Communications"},{"issue":"10","key":"11581_CR31","doi-asserted-by":"publisher","first-page":"2179","DOI":"10.1007\/s11425-013-4683-0","volume":"56","author":"X Cai","year":"2013","unstructured":"Cai, X., Gu, G., He, B., & Yuan, X. (2013). A proximal point algorithm revisit on the alternating direction method of multipliers. Science China Mathematics, 56(10), 2179\u20132186. https:\/\/doi.org\/10.1007\/s11425-013-4683-0","journal-title":"Science China Mathematics"},{"key":"11581_CR32","doi-asserted-by":"publisher","unstructured":"Xu, Z., Figueiredo, M. A., Yuan, X., Studer, C., & Goldstein, T. (2017). Adaptive relaxed ADMM: Convergence theory and practical implementation. In Proceedings of the IEEE conference on computer vision and pattern recognition (pp. 7389-7398).https:\/\/doi.org\/10.1109\/CVPR.2017.765","DOI":"10.1109\/CVPR.2017.765"},{"issue":"4","key":"11581_CR33","doi-asserted-by":"publisher","first-page":"485","DOI":"10.1007\/s40305-017-0186-y","volume":"6","author":"B-S He","year":"2018","unstructured":"He, B.-S., Xu, M.-H., & Yuan, X.-M. (2018). Block-wise ADMM with a relaxation factor for multiple-block convex programming. Journal of the Operations Research Society of China, 6(4), 485\u2013505. https:\/\/doi.org\/10.1007\/s40305-017-0186-y","journal-title":"Journal of the Operations Research Society of China"},{"issue":"4","key":"11581_CR34","doi-asserted-by":"publisher","first-page":"1956","DOI":"10.1137\/080738970","volume":"20","author":"J-F Cai","year":"2010","unstructured":"Cai, J.-F., Cand\u00e8s, E. J., & Shen, Z. (2010). A singular value thresholding algorithm for matrix completion. SIAM Journal on optimization, 20(4), 1956\u20131982.","journal-title":"SIAM Journal on optimization"},{"issue":"1","key":"11581_CR35","doi-asserted-by":"publisher","first-page":"267","DOI":"10.1111\/j.2517-6161.1996.tb02080.x","volume":"58","author":"R Tibshirani","year":"1996","unstructured":"Tibshirani, R. (1996). Regression shrinkage and selection via the lasso. Journal of the Royal Statistical Society: Series B (Methodological), 58(1), 267\u2013288.","journal-title":"Journal of the Royal Statistical Society: Series B (Methodological)"},{"issue":"2","key":"11581_CR36","doi-asserted-by":"publisher","first-page":"267","DOI":"10.1109\/TCOMM.2003.809280","volume":"51","author":"JA Bucklew","year":"2003","unstructured":"Bucklew, J. A., & Radeke, R. (2003). On the Monte Carlo simulation of digital communication systems in Gaussian noise. IEEE Transactions on Communications, 51(2), 267\u2013274. https:\/\/doi.org\/10.1109\/TCOMM.2003.809280","journal-title":"IEEE Transactions on Communications"},{"issue":"01","key":"11581_CR37","doi-asserted-by":"publisher","first-page":"1651001","DOI":"10.1142\/S0218001416510010","volume":"30","author":"C Peng","year":"2016","unstructured":"Peng, C., Cheng, H., & Ko, M. (2016). An efficient two-stage sparse representation method. International Journal of Pattern Recognition and Artificial Intelligence, 30(01), 1651001.","journal-title":"International Journal of Pattern Recognition and Artificial Intelligence"},{"issue":"10","key":"11581_CR38","doi-asserted-by":"publisher","first-page":"6664","DOI":"10.1109\/TIT.2019.2916359","volume":"65","author":"S Rangan","year":"2019","unstructured":"Rangan, S., Schniter, P., & Fletcher, A. K. (2019). Vector approximate message passing. IEEE Transactions on Information Theory, 65(10), 6664\u20136684.","journal-title":"IEEE Transactions on Information Theory"}],"container-title":["Wireless Personal Communications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11277-024-11581-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11277-024-11581-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11277-024-11581-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,28]],"date-time":"2024-10-28T14:11:27Z","timestamp":1730124687000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11277-024-11581-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10]]},"references-count":38,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2024,10]]}},"alternative-id":["11581"],"URL":"https:\/\/doi.org\/10.1007\/s11277-024-11581-7","relation":{},"ISSN":["0929-6212","1572-834X"],"issn-type":[{"type":"print","value":"0929-6212"},{"type":"electronic","value":"1572-834X"}],"subject":[],"published":{"date-parts":[[2024,10]]},"assertion":[{"value":"2 September 2024","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"14 October 2024","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors have no relevant financial or non-financial interests to disclose. The authors have no competing interests to declare that are relevant to the content of this article.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}