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Compared with original fingerprint positioning scheme, singular measurement is processed at the beginning of the proposed scheme. The main improvement of our proposed scheme is to employ cell matching degree and choose the best reasonable fingerprint according to the correlation of its surrounding points. Additionally, in order to improve searching efficiency, a new searching window is introduced. Finally, compared with the maximum likelihood method and the weighted K nearest neighbors method, the promising numerical results are also presented. <\/jats:p>","DOI":"10.1155\/2014\/248981","type":"journal-article","created":{"date-parts":[[2014,7,8]],"date-time":"2014-07-08T22:08:41Z","timestamp":1404857321000},"page":"248981","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":14,"title":["A 3D Fingerprinting Positioning Method Based on Cellular Networks"],"prefix":"10.1177","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9538-3689","authenticated-orcid":false,"given":"Yao-hui","family":"Wang","sequence":"first","affiliation":[{"name":"School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing 100876, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hu","family":"Li","sequence":"additional","affiliation":[{"name":"School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing 100876, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4924-6007","authenticated-orcid":false,"given":"Xin-long","family":"Luo","sequence":"additional","affiliation":[{"name":"School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing 100876, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qi-ming","family":"Sun","sequence":"additional","affiliation":[{"name":"School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing 100876, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jin-nan","family":"Liu","sequence":"additional","affiliation":[{"name":"Hisilicon Huawei Technologies Co., Ltd., Beijing 100094, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2014,7,8]]},"reference":[{"key":"B1-2014-248981","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2007.905750"},{"key":"B2-2014-248981","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2004.09.004"},{"key":"B3-2014-248981","doi-asserted-by":"publisher","DOI":"10.1109\/WiAd.2011.5983277"},{"key":"B4-2014-248981","doi-asserted-by":"publisher","DOI":"10.1109\/IPIN.2011.6071945"},{"key":"B5-2014-248981","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/826750"},{"key":"B6-2014-248981","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/297689"},{"key":"B7-2014-248981","doi-asserted-by":"publisher","DOI":"10.1109\/TENCON.2011.6129175"},{"key":"B8-2014-248981","doi-asserted-by":"publisher","DOI":"10.1155\/2013\/912029"},{"key":"B9-2014-248981","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/269596"},{"key":"B14-2014-248981","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOM.2000.832252"},{"key":"B15-2014-248981","doi-asserted-by":"publisher","DOI":"10.1109\/ICCT.2012.6511256"},{"first-page":"1026","volume-title":"Proceedings of the IEEE International Conference on Networking, Sensing and Control","author":"Wu C.-L.","key":"B16-2014-248981"},{"key":"B17-2014-248981","doi-asserted-by":"publisher","DOI":"10.1007\/11551201_9"},{"key":"B18-2014-248981","doi-asserted-by":"publisher","DOI":"10.1109\/ISIEA.2009.5356349"},{"key":"B19-2014-248981","doi-asserted-by":"publisher","DOI":"10.1109\/25.901882"},{"volume-title":"Revision of the Commission's Rules to Ensure Compatibility with Enhanced 911 Emergency Calling Systems","year":"1999","author":"FCC 99-245","key":"B20-2014-248981"}],"container-title":["International Journal of Distributed Sensor Networks"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/journals.sagepub.com\/doi\/pdf\/10.1155\/2014\/248981","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/journals.sagepub.com\/doi\/full-xml\/10.1155\/2014\/248981","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/journals.sagepub.com\/doi\/pdf\/10.1155\/2014\/248981","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,5,16]],"date-time":"2021-05-16T19:02:58Z","timestamp":1621191778000},"score":1,"resource":{"primary":{"URL":"http:\/\/journals.sagepub.com\/doi\/10.1155\/2014\/248981"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,7,1]]},"references-count":16,"journal-issue":{"issue":"7","published-print":{"date-parts":[[2014,7,1]]}},"alternative-id":["10.1155\/2014\/248981"],"URL":"https:\/\/doi.org\/10.1155\/2014\/248981","relation":{},"ISSN":["1550-1477","1550-1477"],"issn-type":[{"type":"print","value":"1550-1477"},{"type":"electronic","value":"1550-1477"}],"subject":[],"published":{"date-parts":[[2014,7,1]]}}}