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In this paper, we firstly apply 1-bit compressive sensing to wireless sensor networks to further reduce the communication overhead that each sensor needs to send. Furthermore, we propose a novel blind 1-bit CS reconstruction algorithm which outperforms other state-of-the-art blind 1-bit CS reconstruction algorithms under the settings of WSN. Experimental results on real sensor datasets demonstrate the efficiency of our method.<\/jats:p>","DOI":"10.1155\/2014\/805423","type":"journal-article","created":{"date-parts":[[2014,5,15]],"date-time":"2014-05-15T17:11:33Z","timestamp":1400173893000},"page":"1-8","source":"Crossref","is-referenced-by-count":12,"title":["1-Bit Compressive Data Gathering for Wireless Sensor Networks"],"prefix":"10.1155","volume":"2014","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2116-3709","authenticated-orcid":true,"given":"Jiping","family":"Xiong","sequence":"first","affiliation":[{"name":"College of Mathematics, Physics and Information Engineering, Zhejiang Normal University, Jinhua 321004, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qinghua","family":"Tang","sequence":"additional","affiliation":[{"name":"College of Mathematics, Physics and Information Engineering, Zhejiang Normal University, Jinhua 321004, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"issue":"7","key":"1","first-page":"633","volume":"5","year":"2013","journal-title":"International Journal on Computer Science and Engineering"},{"issue":"12","key":"2","doi-asserted-by":"crossref","first-page":"2538","DOI":"10.1109\/JPROC.2013.2257631","volume":"101","year":"2013","journal-title":"Proceedings of the IEEE"},{"issue":"10","key":"3","doi-asserted-by":"crossref","first-page":"1538","DOI":"10.1109\/TMC.2011.190","volume":"11","year":"2012","journal-title":"IEEE Transactions on Mobile Computing"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1155\/2009\/134165"},{"issue":"1","key":"5","doi-asserted-by":"crossref","first-page":"4","DOI":"10.1007\/s11036-011-0316-4","volume":"17","year":"2012","journal-title":"Mobile Networks and Applications"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1049\/iet-com.2009.0164"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2010.10.003"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1007\/s11277-010-9976-9"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1098\/rsta.2011.0247"},{"key":"10","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2006.885507"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2006.871582"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2010.092810.100063"},{"issue":"8","key":"17","doi-asserted-by":"crossref","first-page":"1572","DOI":"10.1109\/LCOMM.2013.13.0621130828","volume":"17","year":"2013","journal-title":"IEEE Communications Letters"},{"key":"19","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2007.914732"},{"issue":"1","key":"21","doi-asserted-by":"crossref","first-page":"382","DOI":"10.1109\/TII.2013.2266097","volume":"10","year":"2014","journal-title":"IEEE Transactions on Industrial Informatics"},{"issue":"2","key":"24","doi-asserted-by":"crossref","first-page":"850","DOI":"10.1109\/TWC.2012.121412.120148","volume":"12","year":"2013","journal-title":"IEEE Transactions on Wireless Communications"},{"issue":"1","key":"26","first-page":"61","volume":"9","year":"2013","journal-title":"International Journal of Online Engineering"},{"key":"27","doi-asserted-by":"publisher","DOI":"10.1007\/s10208-009-9045-5"},{"issue":"4","key":"29","doi-asserted-by":"crossref","first-page":"2082","DOI":"10.1109\/TIT.2012.2234823","volume":"59","year":"2013","journal-title":"IEEE Transactions on Information Theory"},{"key":"30","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2011.2162324"},{"key":"31"},{"key":"32"}],"container-title":["Journal of Sensors"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/js\/2014\/805423.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/js\/2014\/805423.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/js\/2014\/805423.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,22]],"date-time":"2017-06-22T09:17:20Z","timestamp":1498123040000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.hindawi.com\/journals\/js\/2014\/805423\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"references-count":22,"alternative-id":["805423","805423"],"URL":"https:\/\/doi.org\/10.1155\/2014\/805423","relation":{},"ISSN":["1687-725X","1687-7268"],"issn-type":[{"value":"1687-725X","type":"print"},{"value":"1687-7268","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014]]}}}