{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,6]],"date-time":"2025-11-06T11:42:02Z","timestamp":1762429322426},"reference-count":23,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2018,4,11]],"date-time":"2018-04-11T00:00:00Z","timestamp":1523404800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Wireless Com Network"],"published-print":{"date-parts":[[2018,12]]},"DOI":"10.1186\/s13638-018-1085-6","type":"journal-article","created":{"date-parts":[[2018,4,11]],"date-time":"2018-04-11T09:24:36Z","timestamp":1523438676000},"update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":13,"title":["Fast sparsity adaptive matching pursuit algorithm for large-scale image reconstruction"],"prefix":"10.1186","volume":"2018","author":[{"given":"Shihong","family":"Yao","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qingfeng","family":"Guan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sheng","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiao","family":"Xie","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,4,11]]},"reference":[{"key":"1085_CR1","first-page":"1433","volume-title":"Proceedings of the International Congress of Mathematicians. vol.3","author":"EJ Cand\u00e8s","year":"2006","unstructured":"EJ Cand\u00e8s, in Proceedings of the International Congress of Mathematicians. vol.3. Compressive sampling (2006), pp. 1433\u20131452"},{"issue":"2","key":"1085_CR2","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1109\/MSP.2007.914731","volume":"25","author":"EJ Candes","year":"2008","unstructured":"EJ Candes, MB Wakin, An introduction to compressive sampling. IEEE Signal Process. Mag. 25(2), 21\u201330 (2008)","journal-title":"IEEE Signal Process. Mag."},{"key":"1085_CR3","volume-title":"Compressed sensing: theory and applications (Cambridge University Press)","year":"2012","unstructured":"Eldar, Yonina C., and Gitta Kutyniok, eds. Compressed sensing: theory and applications (Cambridge University Press), 2012)."},{"issue":"2","key":"1085_CR4","doi-asserted-by":"publisher","first-page":"489","DOI":"10.1109\/TIT.2005.862083","volume":"52","author":"EJ Candes","year":"2006","unstructured":"EJ Candes, J Romberg, T Tao, Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information. IEEE Trans. Inf. Theory 52(2), 489\u2013509 (2006)","journal-title":"IEEE Trans. Inf. Theory"},{"issue":"11","key":"1085_CR5","doi-asserted-by":"publisher","first-page":"7086","DOI":"10.1109\/TGRS.2014.2307354","volume":"52","author":"X Li","year":"2014","unstructured":"X Li, H Shen, L Zhang, et al., Recovering quantitative remote sensing products contaminated by thick clouds and shadows using multitemporal dictionary learning. IEEE Trans. Geosci. Remote Sens. 52(11), 7086\u20137098 (2014)","journal-title":"IEEE Trans. Geosci. Remote Sens."},{"issue":"11","key":"1085_CR6","doi-asserted-by":"publisher","first-page":"5338","DOI":"10.1109\/TSP.2011.2162328","volume":"59","author":"Y Yu","year":"2011","unstructured":"Y Yu, AP Petropulu, HV Poor, Measurement matrix design for compressive sensing-based MIMO radar. IEEE Trans. Signal Process. 59(11), 5338\u20135352 (2011)","journal-title":"IEEE Trans. Signal Process."},{"key":"1085_CR7","first-page":"19","volume-title":"Measurement matrix design for hyperspectral image compressive sensing","author":"B Huang","year":"2014","unstructured":"B Huang, J Wan, Y Nian, Measurement matrix design for hyperspectral image compressive sensing (Paper presented at the 12th IEEE International Conference on Signal Processing, Hangzhou, 2014), pp. 19\u201323"},{"key":"1085_CR8","first-page":"26","volume-title":"The simplest measurement matrix for compressed sensing of natural images","author":"Z He","year":"2010","unstructured":"Z He, T Ogawa, M Haseyama, The simplest measurement matrix for compressed sensing of natural images (Paper presented at the 17th IEEE International Conference on Image Processing (ICIP), Hong Kong, 2010), pp. 26\u201329"},{"issue":"3","key":"1085_CR9","doi-asserted-by":"publisher","first-page":"549","DOI":"10.1016\/j.sigpro.2005.05.029","volume":"86","author":"Y Tsaig","year":"2006","unstructured":"Y Tsaig, DL Donoho, Extensions of compressed sensing. Signal Process. 86(3), 549\u2013571 (2006)","journal-title":"Signal Process."},{"issue":"6","key":"1085_CR10","doi-asserted-by":"publisher","first-page":"797","DOI":"10.1002\/cpa.20132","volume":"59","author":"DL Donoho","year":"2006","unstructured":"DL Donoho, For most large underdetermined systems of linear equations the minimal L1-norm solution is also the sparsest solution. Commun. Pure Appl. Math. 59(6), 797\u2013829 (2006)","journal-title":"Commun. Pure Appl. Math."},{"issue":"4","key":"1085_CR11","doi-asserted-by":"publisher","first-page":"1289","DOI":"10.1109\/TIT.2006.871582","volume":"52","author":"DL Donoho","year":"2006","unstructured":"DL Donoho et al., IEEE Trans. Inf. Theory 52(4), 1289\u20131306 (2006)","journal-title":"IEEE Trans. Inf. Theory"},{"issue":"4","key":"1085_CR12","first-page":"1289","volume":"52","author":"G Kutyniok","year":"2012","unstructured":"G Kutyniok, Compressed sensing: theory and applications. Corrosion 52(4), 1289\u20131306 (2012)","journal-title":"Corrosion"},{"issue":"12","key":"1085_CR13","doi-asserted-by":"publisher","first-page":"3397","DOI":"10.1109\/78.258082","volume":"41","author":"SG Mallat","year":"1993","unstructured":"SG Mallat, Z Zhang, Matching pursuits with time-frequency dictionaries. IEEE Trans. Signal Process. 41(12), 3397\u20133415 (1993)","journal-title":"IEEE Trans. Signal Process."},{"key":"1085_CR14","doi-asserted-by":"crossref","unstructured":"YC Pati, R Rezaiifar, PS Krishnaprasad, Orthogonal matching pursuit: recursive function approximation with applications to wavelet decomposition (Paper presented at the 27th Asilomar Conference on Signals, Systems and Computers, Pacific Grove, 1993), pp. 1\u20133","DOI":"10.1109\/ACSSC.1993.342465"},{"issue":"3","key":"1085_CR15","doi-asserted-by":"publisher","first-page":"301","DOI":"10.1016\/j.acha.2008.07.002","volume":"26","author":"D Needell","year":"2008","unstructured":"D Needell, JA Tropp, CoSaMP: iterative signal recovery from incomplete and inaccurate samples. Appl Comput Harmonic Anal 26(3), 301\u2013321 (2008)","journal-title":"Appl Comput Harmonic Anal"},{"issue":"5","key":"1085_CR16","doi-asserted-by":"publisher","first-page":"2230","DOI":"10.1109\/TIT.2009.2016006","volume":"55","author":"W Dai","year":"2009","unstructured":"W Dai, O Milenkovic, Subspace pursuit for compressive sensing signal reconstruction. IEEE Trans. Inf. Theory 55(5), 2230\u20132249 (2009)","journal-title":"IEEE Trans. Inf. Theory"},{"issue":"3","key":"1085_CR17","doi-asserted-by":"publisher","first-page":"317","DOI":"10.1007\/s10208-008-9031-3","volume":"9","author":"D Needell","year":"2009","unstructured":"D Needell, R Vershynin, Uniform uncertainty principle and signal recovery via regularized orthogonal matching pursuit. Found. Comput. Math. 9(3), 317\u2013334 (2009)","journal-title":"Found. Comput. Math."},{"issue":"2","key":"1085_CR18","doi-asserted-by":"publisher","first-page":"1094","DOI":"10.1109\/TIT.2011.2173241","volume":"58","author":"DL Donoho","year":"2012","unstructured":"DL Donoho, Y Tsaig, I Drori, et al., Sparse solution of underdetermined systems of linear equations by stagewise orthogonal matching pursuit. IEEE Trans. Inf. Theory 58(2), 1094\u20131121 (2012)","journal-title":"IEEE Trans. Inf. Theory"},{"issue":"11","key":"1085_CR19","doi-asserted-by":"publisher","first-page":"4333","DOI":"10.1109\/TSP.2009.2025088","volume":"57","author":"Blumensath","year":"2009","unstructured":"Blumensath, ME Davies, Stagewise weak gradient pursuits. IEEE Trans. Signal Process. 57(11), 4333\u20134346 (2009)","journal-title":"IEEE Trans. Signal Process."},{"key":"1085_CR20","first-page":"26","volume-title":"Sparsity adaptive matching pursuit algorithm for practical compressed sensing","author":"TT Do","year":"2008","unstructured":"TT Do, L Gan, N Nguyen, et al., Sparsity adaptive matching pursuit algorithm for practical compressed sensing (Paper presented at the 42nd Asilomar Conference on Signals, Systems and Computers, Pacific Grove, California, 2008), pp. 26\u201329"},{"key":"1085_CR21","first-page":"28","volume-title":"Variable step-size compressed sensing-based sparsity adaptive matching pursuit algorithm for speech reconstruction","author":"Z Yu","year":"2014","unstructured":"Z Yu, Variable step-size compressed sensing-based sparsity adaptive matching pursuit algorithm for speech reconstruction (Paper presented at the 33rd IEEE Control Conference, Nanjing, 2014), pp. 28\u201330"},{"key":"1085_CR22","first-page":"20","volume-title":"Sparsity and Step-size adaptive regularized matching pursuit algorithm for compressed sensing","author":"W Huang","year":"2015","unstructured":"W Huang, J Zhao, Z Lv, et al., Sparsity and Step-size adaptive regularized matching pursuit algorithm for compressed sensing (Paper presented at the IEEE 7th Information Technology and Artificial Intelligence Conference, Chongqing, 2015), pp. 20\u201321"},{"key":"1085_CR23","doi-asserted-by":"crossref","unstructured":"Chen Y, Peng J. Influences of preconditioning on the mutual coherence and the restricted isometry property of Gaussian\/Bernoulli measurement matrices. Linear & Multilinear Algebra, 64(9),1750\u20131759 (2015)","DOI":"10.1080\/03081087.2015.1116495"}],"container-title":["EURASIP Journal on Wireless Communications and Networking"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s13638-018-1085-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1186\/s13638-018-1085-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s13638-018-1085-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,4,10]],"date-time":"2019-04-10T19:15:43Z","timestamp":1554923743000},"score":1,"resource":{"primary":{"URL":"https:\/\/jwcn-eurasipjournals.springeropen.com\/articles\/10.1186\/s13638-018-1085-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,4,11]]},"references-count":23,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2018,12]]}},"alternative-id":["1085"],"URL":"https:\/\/doi.org\/10.1186\/s13638-018-1085-6","relation":{},"ISSN":["1687-1499"],"issn-type":[{"value":"1687-1499","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,4,11]]},"assertion":[{"value":"26 January 2018","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"21 March 2018","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"11 April 2018","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"SHY is a post doctor with the Faculty of Information Engineering, China University of Geosciences, Wuhan, China. Her research interests include image processing, machine vision, and wireless communication.QFG is a professor at the Faculty of Information Engineering at China University of Geosciences. His research topics include geographic information systems (GIS) and science (GIScience), land-use and land-cover change, and human-environment relationships and interactions.WS is a graduate student at the Faculty of Information Engineering at China University of Geosciences. His research interests include image processing and machine vision.XX is serving as an assistant professor in Urban and Environmental Computation at the Research Center for Industrial Ecology & Sustainability, Institute of Applied Ecology, Chinese Academy of Sciences and the vice director in Key Laboratory for Environment Computation & Sustainability of Liaoning Province. Her research interests mainly focus on the virtual geographic environments (VGE) and dynamic and multi-dimensional GIS (DMGIS).","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Authors\u2019 information"}},{"value":"The authors declare that they have no competing interests.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}},{"value":"Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Publisher\u2019s Note"}}],"article-number":"78"}}