{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T03:00:35Z","timestamp":1740106835751,"version":"3.37.3"},"reference-count":41,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"}],"funder":[{"DOI":"10.13039\/501100013223","name":"Chongqing Research Program of Basic Research and Frontier Technology","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100013223","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Digital Signal Processing"],"published-print":{"date-parts":[[2021,1]]},"DOI":"10.1016\/j.dsp.2020.102886","type":"journal-article","created":{"date-parts":[[2020,10,21]],"date-time":"2020-10-21T15:41:41Z","timestamp":1603294901000},"page":"102886","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":4,"special_numbering":"C","title":["Low-complexity soft-output signal detector for massive MIMO with higher order QAM constellations"],"prefix":"10.1016","volume":"108","author":[{"given":"Xiaorong","family":"Jing","sequence":"first","affiliation":[]},{"given":"Jingjing","family":"Wen","sequence":"additional","affiliation":[]},{"given":"Hongqing","family":"Liu","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"issue":"11","key":"10.1016\/j.dsp.2020.102886_br0010","doi-asserted-by":"crossref","first-page":"3590","DOI":"10.1109\/TWC.2010.092810.091092","article-title":"Noncooperative cellular wireless with unlimited numbers of base station antennas","volume":"9","author":"Marzetta","year":"2010","journal-title":"IEEE Trans. Wirel. Commun."},{"issue":"5","key":"10.1016\/j.dsp.2020.102886_br0020","doi-asserted-by":"crossref","first-page":"44","DOI":"10.1109\/MCOM.2014.6815892","article-title":"The role of small cells, coordinated multipoint, and massive MIMO in 5G","volume":"52","author":"Jungnickel","year":"2014","journal-title":"IEEE Commun. Mag."},{"issue":"2","key":"10.1016\/j.dsp.2020.102886_br0030","doi-asserted-by":"crossref","first-page":"122","DOI":"10.1109\/MCOM.2014.6736752","article-title":"Cellular architecture and key technologies for 5G wireless communication networks","volume":"5","author":"Wang","year":"2014","journal-title":"IEEE Commun. Mag."},{"key":"10.1016\/j.dsp.2020.102886_br0040","unstructured":"3GPP TS 38.211, NR; Physical Channels, Modulation, 3rd Generation Partnership Project, Technical Specification Group, Radio Access Network, v15.4.0 Release 15, 2018."},{"issue":"4","key":"10.1016\/j.dsp.2020.102886_br0050","doi-asserted-by":"crossref","first-page":"3109","DOI":"10.1109\/COMST.2019.2935810","article-title":"Massive MIMO detection techniques: a survey","volume":"29","author":"Albreem","year":"2019","journal-title":"IEEE Commun. Surv. Tutor."},{"key":"10.1016\/j.dsp.2020.102886_br0060","series-title":"Proc. IEEE Glob. Telecommun. Conf.","article-title":"MIMO maximum likelihood soft demodulation based on dimension reduction","author":"Lee","year":"2010"},{"issue":"3","key":"10.1016\/j.dsp.2020.102886_br0070","doi-asserted-by":"crossref","first-page":"473","DOI":"10.1109\/JSAC.2008.080406","article-title":"A low-complexity detector for large MIMO systems and multicarrier CDMA systems","volume":"26","author":"Vardhan","year":"2008","journal-title":"IEEE J. Sel. Areas Commun."},{"author":"Srinidhi","key":"10.1016\/j.dsp.2020.102886_br0080"},{"key":"10.1016\/j.dsp.2020.102886_br0090","series-title":"Proc. IEEE Veh. Technol. Conf","first-page":"1","article-title":"Low-complexity detection based on belief propagation in a massive MIMO system","author":"Fukuda","year":"2013"},{"issue":"7","key":"10.1016\/j.dsp.2020.102886_br0100","doi-asserted-by":"crossref","first-page":"3019","DOI":"10.1109\/TVT.2013.2260572","article-title":"A novel Monte-Carlo-sampling-based receiver for large-scale uplink multiuser MIMO systems","volume":"62","author":"Datta","year":"2013","journal-title":"IEEE Trans. Veh. Technol."},{"issue":"9","key":"10.1016\/j.dsp.2020.102886_br0110","doi-asserted-by":"crossref","first-page":"3697","DOI":"10.1109\/TCOMM.2016.2592521","article-title":"Large-scale MIMO detection using MCMC approach with blockwise sampling","volume":"64","author":"Bai","year":"2016","journal-title":"IEEE Trans. Commun."},{"key":"10.1016\/j.dsp.2020.102886_br0120","doi-asserted-by":"crossref","first-page":"66","DOI":"10.1016\/j.eswa.2015.12.008","article-title":"A low-complexity hybrid algorithm based on particle swarm and ant colony optimization for large-MIMO detection","volume":"50","author":"Mandloi","year":"2016","journal-title":"Expert Syst. Appl."},{"issue":"5","key":"10.1016\/j.dsp.2020.102886_br0130","doi-asserted-by":"crossref","first-page":"902","DOI":"10.1109\/JSTSP.2014.2313766","article-title":"Low-complexity iterative detection for large-scale multiuser MIMO-OFDM systems using approximate message passing","volume":"8","author":"Wu","year":"2014","journal-title":"IEEE J. Sel. Top. Signal Process."},{"issue":"9","key":"10.1016\/j.dsp.2020.102886_br0140","doi-asserted-by":"crossref","first-page":"8984","DOI":"10.1109\/TVT.2018.2846291","article-title":"Soft-output-sparse-aware (SOSA) detector for coded MU-MIMO systems","volume":"67","author":"Park","year":"2018","journal-title":"IEEE Trans. Veh. Technol."},{"issue":"4","key":"10.1016\/j.dsp.2020.102886_br0150","doi-asserted-by":"crossref","first-page":"1436","DOI":"10.1109\/TCOMM.2013.020413.110848","article-title":"Energy and spectral efficiency of very large multiuser MIMO systems","volume":"61","author":"Ngo","year":"2013","journal-title":"IEEE Trans. Commun."},{"author":"de Figueiredo","key":"10.1016\/j.dsp.2020.102886_br0160"},{"issue":"7","key":"10.1016\/j.dsp.2020.102886_br0170","doi-asserted-by":"crossref","first-page":"6272","DOI":"10.1109\/TVT.2019.2915171","article-title":"On the low-complexity, hardware-friendly tridiagonal matrix inversion for correlated massive MIMO systems","volume":"68","author":"Zhang","year":"2019","journal-title":"IEEE Trans. Veh. Technol."},{"issue":"5","key":"10.1016\/j.dsp.2020.102886_br0180","doi-asserted-by":"crossref","first-page":"916","DOI":"10.1109\/JSTSP.2014.2313021","article-title":"Large-scale MIMO detection for 3GPP LTE: algorithms and FPGA implementations","volume":"8","author":"Wu","year":"2014","journal-title":"IEEE J. Sel. Top. Signal Process."},{"issue":"14","key":"10.1016\/j.dsp.2020.102886_br0190","doi-asserted-by":"crossref","first-page":"972","DOI":"10.1049\/el.2017.1133","article-title":"Low-complexity MMSE-IRC algorithm for uplink massive MIMO systems","volume":"53","author":"Ren","year":"2017","journal-title":"Electron. Lett."},{"issue":"1","key":"10.1016\/j.dsp.2020.102886_br0200","doi-asserted-by":"crossref","first-page":"75","DOI":"10.1109\/LSP.2015.2500682","article-title":"Fast matrix inversion updates for massive MIMO detection and precoding","volume":"23","author":"Ros\u00e1rio","year":"2016","journal-title":"IEEE Signal Process. Lett."},{"key":"10.1016\/j.dsp.2020.102886_br0210","series-title":"Proc. 25th Eur. Signal Process. Conf","first-page":"873","article-title":"Low-complexity detection based on Landweber method in the uplink of massive MIMO systems","author":"Zhang","year":"2017"},{"issue":"3","key":"10.1016\/j.dsp.2020.102886_br0220","doi-asserted-by":"crossref","first-page":"490","DOI":"10.1109\/LCOMM.2015.2514281","article-title":"High precision low complexity matrix inversion based on newton iteration for data detection in the massive MIMO","volume":"20","author":"Tang","year":"2016","journal-title":"IEEE Commun. Lett."},{"key":"10.1016\/j.dsp.2020.102886_br0230","series-title":"Proc. Inter. Conf. Commun. Syst. (ICCS)","first-page":"477","article-title":"Low-complexity signal detection using CG method for uplink large-scale MIMO systems","author":"Hu","year":"2014"},{"issue":"2","key":"10.1016\/j.dsp.2020.102886_br0240","doi-asserted-by":"crossref","first-page":"276","DOI":"10.1109\/LCOMM.2015.2504506","article-title":"A near-optimal detection scheme based on joint steepest descent and Jacobi method for uplink massive MIMO systems","volume":"20","author":"Qin","year":"2016","journal-title":"IEEE Commun. Lett."},{"issue":"3","key":"10.1016\/j.dsp.2020.102886_br0250","doi-asserted-by":"crossref","first-page":"568","DOI":"10.1109\/LCOMM.2016.2637366","article-title":"Low-complexity near-optimal iterative sequential detection for uplink massive MIMO systems","volume":"21","author":"Mandloi","year":"2017","journal-title":"IEEE Commun. Lett."},{"key":"10.1016\/j.dsp.2020.102886_br0260","series-title":"Proc. IEEE Veh. Technol. Conf. (VTC2014-Fall)","first-page":"1","article-title":"Low-complexity MMSE signal detection based on Richardson method for large-scale MIMO systems","author":"Gao","year":"2014"},{"key":"10.1016\/j.dsp.2020.102886_br0270","series-title":"Proc. IEEE Glob. Commun. Conf. (GLOBECOM)","first-page":"3291","article-title":"Matrix inversion-less signal detection using SOR method for uplink large-scale MIMO systems","author":"Gao","year":"2014"},{"issue":"6","key":"10.1016\/j.dsp.2020.102886_br0280","doi-asserted-by":"crossref","first-page":"801","DOI":"10.1049\/iet-com.2016.1160","article-title":"Semidefinite further relaxation on likelihood ascent search detection algorithm for high-order modulation in massive MIMO system","volume":"11","author":"Li","year":"2017","journal-title":"IET Commun."},{"issue":"3","key":"10.1016\/j.dsp.2020.102886_br0290","first-page":"917","article-title":"A low-complexity detection algorithm for uplink massive MIMO systems based on alternating minimization","volume":"8","author":"Elgabli","year":"2019","journal-title":"IET Commun."},{"issue":"3","key":"10.1016\/j.dsp.2020.102886_br0300","doi-asserted-by":"crossref","first-page":"302","DOI":"10.1109\/LWC.2017.2677905","article-title":"Error recovery based low-complexity detection for uplink massive MIMO systems","volume":"6","author":"Mandloi","year":"2017","journal-title":"IEEE Wirel. Commun. Lett."},{"author":"Reddy","key":"10.1016\/j.dsp.2020.102886_br0310"},{"issue":"10","key":"10.1016\/j.dsp.2020.102886_br0320","doi-asserted-by":"crossref","first-page":"4839","DOI":"10.1109\/TVT.2014.2370106","article-title":"Low-complexity soft-output signal detection based on Gauss-Seidel method for uplink multi-user large-scale MIMO systems","volume":"64","author":"Dai","year":"2015","journal-title":"IEEE Trans. Veh. Technol."},{"key":"10.1016\/j.dsp.2020.102886_br0330","series-title":"Proc. IEEE Glob. Commun. Conf. (GLOBECOM)","first-page":"3696","article-title":"Conjugate Gradient-based soft-output detection and precoding in massive MIMO systems","author":"Yin","year":"2014"},{"issue":"8","key":"10.1016\/j.dsp.2020.102886_br0340","doi-asserted-by":"crossref","first-page":"1701","DOI":"10.1109\/JSAC.2017.2710878","article-title":"A low complexity data detection algorithm for uplink multiuser massive MIMO systems","volume":"35","author":"Chen","year":"2017","journal-title":"IEEE J. Sel. Areas Commun."},{"key":"10.1016\/j.dsp.2020.102886_br0350","doi-asserted-by":"crossref","first-page":"41","DOI":"10.1016\/j.dsp.2017.06.018","article-title":"Low-complexity Lanczos-algorithm-based detector with soft-output for multiuser massive MIMO systems","volume":"69","author":"Jing","year":"2017","journal-title":"Digit. Signal Process."},{"key":"10.1016\/j.dsp.2020.102886_br0360","doi-asserted-by":"crossref","first-page":"74","DOI":"10.1016\/j.cam.2007.07.035","article-title":"On a new iterative method for solving linear systems and comparison results","volume":"220","author":"Jing","year":"2008","journal-title":"J. Comput. Appl. Math."},{"issue":"7","key":"10.1016\/j.dsp.2020.102886_br0370","doi-asserted-by":"crossref","first-page":"3899","DOI":"10.1109\/TWC.2015.2414413","article-title":"Massive MIMO performance evaluation based on measured propagation data","volume":"14","author":"Gao","year":"2015","journal-title":"IEEE Trans. Wirel. Commun."},{"key":"10.1016\/j.dsp.2020.102886_br0380","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.dsp.2019.102640","article-title":"Multi-user massive MIMO channel estimation using joint sparsity and non-ideal feedback modeling","volume":"100","author":"Sadeghi","year":"2020","journal-title":"Digit. Signal Process."},{"key":"10.1016\/j.dsp.2020.102886_br0390","doi-asserted-by":"crossref","first-page":"251","DOI":"10.1109\/JSAC.2013.130213","article-title":"Spectrally efficient time\u2013frequency training OFDM for mobile large-scale MIMO systems","volume":"32","author":"Dai","year":"2013","journal-title":"IEEE J. Sel. Areas Commun."},{"year":"1994","series-title":"Modern Quadrature Amplitude Modulation: Principles and Applications for Fixed and Wireless Channels","author":"Webb","key":"10.1016\/j.dsp.2020.102886_br0400"},{"key":"10.1016\/j.dsp.2020.102886_br0410","article-title":"Balanced Gray codes","volume":"3 (1 (R25))","author":"Bhat","year":"1996","journal-title":"Electron. J. Comb."}],"container-title":["Digital Signal Processing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1051200420302311?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1051200420302311?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2021,1,21]],"date-time":"2021-01-21T14:13:59Z","timestamp":1611238439000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1051200420302311"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,1]]},"references-count":41,"alternative-id":["S1051200420302311"],"URL":"https:\/\/doi.org\/10.1016\/j.dsp.2020.102886","relation":{},"ISSN":["1051-2004"],"issn-type":[{"type":"print","value":"1051-2004"}],"subject":[],"published":{"date-parts":[[2021,1]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Low-complexity soft-output signal detector for massive MIMO with higher order QAM constellations","name":"articletitle","label":"Article Title"},{"value":"Digital Signal Processing","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.dsp.2020.102886","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2020 Elsevier Inc. All rights reserved.","name":"copyright","label":"Copyright"}],"article-number":"102886"}}