{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,21]],"date-time":"2025-08-21T18:40:20Z","timestamp":1755801620631,"version":"3.44.0"},"reference-count":21,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,10]]},"DOI":"10.1109\/wcsp.2019.8928088","type":"proceedings-article","created":{"date-parts":[[2019,12,27]],"date-time":"2019-12-27T12:06:26Z","timestamp":1577448386000},"page":"1-6","source":"Crossref","is-referenced-by-count":0,"title":["Feature Extraction Based on Manifold Learning for Radio Fingerprint"],"prefix":"10.1109","author":[{"given":"Qiaolin","family":"Pu","sequence":"first","affiliation":[{"name":"Hong Kong Baptist University,Department of Computer Science,Hong Kong"}]},{"given":"Tianshu","family":"Tang","sequence":"additional","affiliation":[{"name":"Chongqing University of Posts and Telecommunications,Chongqing,China"}]},{"given":"Joseph Kee-Yin","family":"Ng","sequence":"additional","affiliation":[{"name":"Hong Kong Baptist University,Department of Computer Science,Hong Kong"}]},{"given":"Fawen","family":"Zhang","sequence":"additional","affiliation":[{"name":"Chongqing University of Posts and Telecommunications,Chongqing,China"}]}],"member":"263","reference":[{"key":"ref10","first-page":"380","article-title":"Survey of WLAN Fingerprinting Positioning System","author":"chen","year":"2013","journal-title":"Applied Mechanics and Materials"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2007.1017"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/PERCOM.2003.1192736"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2007.250598"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2005.33"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.3390\/s17040871"},{"key":"ref16","first-page":"2579","article-title":"Visualizing data using t-SNE","volume":"9","author":"van der maaten","year":"2008","journal-title":"J Mach Learn Res"},{"key":"ref17","first-page":"531","article-title":"Out-of-sample kernel extensions for nonparametric dimensionality reduction","author":"andrej","year":"2012","journal-title":"ESANN"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2012.6252809"},{"key":"ref19","first-page":"777","article-title":"Maximum Likelihood Estimation of Intrinsic Dimension","author":"levina","year":"0","journal-title":"Proceedings of the 17th International Conference on Neural Information Processing Systems"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/SURV.2009.090103"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2009.2025134"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2009.141"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2010.2093516"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/MOBIQ.2004.1331706"},{"key":"ref7","doi-asserted-by":"crossref","first-page":"738","DOI":"10.1016\/j.comcom.2011.12.011","article-title":"Indoor positioning via nonlinear discriminative feature extraction in wireless local area network","volume":"35","author":"zhi-an","year":"2012","journal-title":"Computer Communications"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/WTS.2016.7482056"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC.2002.1047316"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1587\/transcom.E94.B.649"},{"key":"ref20","first-page":"3429","article-title":"Dimensionality Reduction Using Similarity-Induced Embeddings","volume":"29","author":"passalis","year":"0","journal-title":"IEEE Transactions on Neural Networks and Learning Systems"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/WPNC.2009.4907834"}],"event":{"name":"2019 11th International Conference on Wireless Communications and Signal Processing (WCSP)","start":{"date-parts":[[2019,10,23]]},"location":"Xi'an, China","end":{"date-parts":[[2019,10,25]]}},"container-title":["2019 11th International Conference on Wireless Communications and Signal Processing (WCSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8914721\/8927844\/08928088.pdf?arnumber=8928088","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,20]],"date-time":"2025-08-20T18:33:25Z","timestamp":1755714805000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8928088\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,10]]},"references-count":21,"URL":"https:\/\/doi.org\/10.1109\/wcsp.2019.8928088","relation":{},"subject":[],"published":{"date-parts":[[2019,10]]}}}