{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,5]],"date-time":"2025-11-05T20:53:07Z","timestamp":1762375987087,"version":"3.37.3"},"reference-count":25,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2015,9,1]],"date-time":"2015-09-01T00:00:00Z","timestamp":1441065600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001809","name":"NSF of China","doi-asserted-by":"crossref","award":["61272379"],"award-info":[{"award-number":["61272379"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Prospective and Innovative Project of Jiangsu Province","award":["BY2012201"],"award-info":[{"award-number":["BY2012201"]}]},{"name":"Natural Science Foundation of the Jiangsu Higher Education Institutions of China","award":["15KJB520009"],"award-info":[{"award-number":["15KJB520009"]}]},{"name":"Jiangsu Postdoctoral Science Foundation","award":["1401016B"],"award-info":[{"award-number":["1401016B"]}]},{"name":"Doctoral Scientific Research Startup Foundation of Jinling Institute of Technology","award":["JIT-B-201411"],"award-info":[{"award-number":["JIT-B-201411"]}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["2015M571633"],"award-info":[{"award-number":["2015M571633"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Jiangsu Province Undergraduate Training Programs for Innovation and Entrepreneurship","award":["201513573005Z"],"award-info":[{"award-number":["201513573005Z"]}]},{"name":"Project of Modern Educational Technology of Jiangsu Province","award":["2015-R-42440"],"award-info":[{"award-number":["2015-R-42440"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Wireless Pers Commun"],"published-print":{"date-parts":[[2016,3]]},"DOI":"10.1007\/s11277-015-3042-6","type":"journal-article","created":{"date-parts":[[2015,8,31]],"date-time":"2015-08-31T08:51:20Z","timestamp":1441011080000},"page":"269-292","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["A Novel Multihop Range-Free Localization Based on Kernel Learning Approach for the Internet of Things"],"prefix":"10.1007","volume":"87","author":[{"given":"Xiaoyong","family":"Yan","sequence":"first","affiliation":[]},{"given":"Zhong","family":"Yang","sequence":"additional","affiliation":[]},{"given":"Aiguo","family":"Song","sequence":"additional","affiliation":[]},{"given":"Wankou","family":"Yang","sequence":"additional","affiliation":[]},{"given":"Yu","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Ronghui","family":"Zhu","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,9,1]]},"reference":[{"issue":"2010","key":"3042_CR1","doi-asserted-by":"crossref","first-page":"2787","DOI":"10.1016\/j.comnet.2010.05.010","volume":"54","author":"L Atzori","year":"2010","unstructured":"Atzori, L., Iera, A., & Morabito, G. (2010). The internet of things: A survey. Computer Networks, 54(2010), 2787\u20132805.","journal-title":"Computer Networks"},{"key":"3042_CR2","doi-asserted-by":"crossref","DOI":"10.1142\/8066","volume-title":"Ad hoc and sensor networks: Theory and applications","author":"C de M Cordeiro","year":"2011","unstructured":"Cordeiro, C. de M., & Agrawal, D. P. (2011). Ad hoc and sensor networks: Theory and applications. Singapore: World Scientific."},{"issue":"2","key":"3042_CR3","doi-asserted-by":"crossref","first-page":"95","DOI":"10.1109\/MC.2004.1266301","volume":"37","author":"M Hazas","year":"2004","unstructured":"Hazas, M., Scott, J., & Krumm, J. (2004). Location-aware computing comes of age. IEEE Computer, 37(2), 95\u201397.","journal-title":"IEEE Computer"},{"issue":"3","key":"3042_CR4","doi-asserted-by":"crossref","first-page":"657","DOI":"10.1007\/s11227-011-0693-2","volume":"63","author":"Z Chen","year":"2013","unstructured":"Chen, Z., et al. (2013). A localization method for the internet of things. The Journal of Supercomputing, 63(3), 657\u2013674.","journal-title":"The Journal of Supercomputing"},{"key":"3042_CR5","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4419-7371-9","volume-title":"Location, localization, and localizability location-awareness technology for wireless networks","author":"Y Liu","year":"2011","unstructured":"Liu, Y., & Yang, Z. (2011). Location, localization, and localizability location-awareness technology for wireless networks. Berlin: Springer."},{"issue":"2012","key":"3042_CR6","doi-asserted-by":"crossref","first-page":"3581","DOI":"10.1016\/j.comnet.2012.07.007","volume":"56","author":"G Wu","year":"2012","unstructured":"Wu, G., et al. (2012). A novel range-free localization based on regulated neighborhood distance for wireless ad hoc and sensor networks. Computer Networks, 56(2012), 3581\u20133593.","journal-title":"Computer Networks"},{"issue":"11","key":"3042_CR7","doi-asserted-by":"crossref","first-page":"1592","DOI":"10.1109\/TMC.2010.129","volume":"9","author":"Q Xiao","year":"2010","unstructured":"Xiao, Q., et al. (2010). Multihop range-free localization in anisotropic wireless sensor networks: A pattern-driven scheme. IEEE Transactions on Mobile Computing, 9(11), 1592\u20131607.","journal-title":"IEEE Transactions on Mobile Computing"},{"issue":"2","key":"3042_CR8","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/1498915.1498917","volume":"5","author":"H Lim","year":"2009","unstructured":"Lim, H., & Hou, J. C. (2009). Distributed localization for anisotropic sensor networks. ACM Transactions on Sensor Networks (TOSN), 5(2), 1\u201326.","journal-title":"ACM Transactions on Sensor Networks (TOSN)"},{"issue":"1\u20134","key":"3042_CR9","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1023\/A:1023403323460","volume":"22","author":"D Niculescu","year":"2003","unstructured":"Niculescu, D., & Nath, B. (2003). DV based positioning in ad hoc networks. Telecommunication Systems, 22(1\u20134), 267\u2013280.","journal-title":"Telecommunication Systems"},{"issue":"11","key":"3042_CR10","doi-asserted-by":"crossref","first-page":"1943","DOI":"10.1109\/TPDS.2011.105","volume":"22","author":"Z Zhong","year":"2011","unstructured":"Zhong, Z., & He, T. (2011). RSD: A metric for achieving range-free localization beyond connectivity. IEEE Transactions on Parallel and Distributed Systems, 22(11), 1943\u20131951.","journal-title":"IEEE Transactions on Parallel and Distributed Systems"},{"issue":"1","key":"3042_CR11","doi-asserted-by":"crossref","first-page":"320","DOI":"10.1109\/TNET.2009.2024940","volume":"18","author":"M Li","year":"2010","unstructured":"Li, M., & Liu, Y. (2010). Rendered path: Range-free localization in anisotropic sensor networks with holes. IEEE\/ACM Transactions on Networking, 18(1), 320\u2013332.","journal-title":"IEEE\/ACM Transactions on Networking"},{"issue":"1","key":"3042_CR12","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/2529976","volume":"10","author":"G Tan","year":"2013","unstructured":"Tan, G., et al. (2013). Connectivity-based and anchor-free localization in large-scale 2D\/3D sensor networks. ACM Transactions on Sensor Networks (TOSN), 10(1), 1\u201321.","journal-title":"ACM Transactions on Sensor Networks (TOSN)"},{"key":"3042_CR13","first-page":"1","volume":"99","author":"MA Alsheikh","year":"2014","unstructured":"Alsheikh, M. A., et al. (2014). Machine learning in wireless sensor networks: Algorithms, strategies, and applications. IEEE Communications Surveys and Tutorials, 99, 1\u201324.","journal-title":"IEEE Communications Surveys and Tutorials"},{"key":"3042_CR14","doi-asserted-by":"crossref","unstructured":"Shang, Y., et al. (2003). Localization from mere connectivity. In MobiHoc\u201903 Proceedings of the 4th ACM international symposium on mobile ad hoc networking and computing. Annapolis, MD.","DOI":"10.1145\/778415.778439"},{"key":"3042_CR15","doi-asserted-by":"crossref","unstructured":"Shang, Y., & Ruml, W. (2004). Improved MDS-based localization. In INFOCOM 2004.","DOI":"10.1109\/INFCOM.2004.1354683"},{"key":"3042_CR16","volume-title":"Handbook of linear algebra","author":"L Hogben","year":"2007","unstructured":"Hogben, L. (2007). Handbook of linear algebra. UK: CRC Press."},{"issue":"2013","key":"3042_CR17","doi-asserted-by":"crossref","first-page":"20","DOI":"10.1016\/j.ins.2013.04.024","volume":"243","author":"J Lee","year":"2013","unstructured":"Lee, J., Chung, W., & Kim, E. (2013). A new kernelized approach to wireless sensor network localization. Information Sciences, 243(2013), 20\u201338.","journal-title":"Information Sciences"},{"issue":"7","key":"3042_CR18","doi-asserted-by":"crossref","first-page":"1099","DOI":"10.1109\/TNNLS.2013.2250996","volume":"24","author":"J Lee","year":"2013","unstructured":"Lee, J., Choi, B., & Kim, E. (2013). Novel range-free localization based on multidimensional support vector regression trained in the primal space. IEEE Transactions on Neural Networks and Learning Systems, 24(7), 1099\u20131113.","journal-title":"IEEE Transactions on Neural Networks and Learning Systems"},{"key":"3042_CR19","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511809682","volume-title":"Kernel methods for pattern analysis","author":"J Shawe-Taylor","year":"2004","unstructured":"Shawe-Taylor, J., & Cristianini, N. (2004). Kernel methods for pattern analysis. Cambridge: Cambridge University Press."},{"issue":"9","key":"3042_CR20","doi-asserted-by":"crossref","first-page":"1078","DOI":"10.1016\/j.patrec.2013.01.015","volume":"34","author":"S Xu","year":"2011","unstructured":"Xu, S., et al. (2011). Multi-output least-squares support vector regression machines. Pattern Recognition Letters, 34(9), 1078\u20131084.","journal-title":"Pattern Recognition Letters"},{"key":"3042_CR21","first-page":"97","volume":"2","author":"R Rosipal","year":"2001","unstructured":"Rosipal, R., & Trejo, L. J. (2001). Kernel partial least squares regression in reproducing kernel Hilbert space. Journal of Machine Learning Research, 2, 97\u2013123.","journal-title":"Journal of Machine Learning Research"},{"issue":"10","key":"3042_CR22","doi-asserted-by":"crossref","first-page":"2385","DOI":"10.1162\/089976600300014980","volume":"12","author":"G Baudat","year":"2000","unstructured":"Baudat, G., & Anouar, F. (2000). Generalized discriminant analysis using a kernel approach. Neural Computation, 12(10), 2385\u20132404.","journal-title":"Neural Computation"},{"issue":"10","key":"3042_CR23","doi-asserted-by":"crossref","first-page":"2481","DOI":"10.1016\/j.comnet.2011.04.010","volume":"55","author":"J Chen","year":"2011","unstructured":"Chen, J., et al. (2011). Semi-supervised Laplacian regularized least squares algorithm for localization in wireless sensor networks. Computer Networks, 55(10), 2481\u20132491.","journal-title":"Computer Networks"},{"issue":"2004","key":"3042_CR24","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1016\/S0893-6080(03)00169-2","volume":"17","author":"V Cherkassky","year":"2004","unstructured":"Cherkassky, V., & Ma, Y. (2004). Practical selection of SVM parameters and noise estimation for SVM regression. Neural Networks, 17(2004), 113\u2013126.","journal-title":"Neural Networks"},{"issue":"2","key":"3042_CR25","doi-asserted-by":"crossref","first-page":"221","DOI":"10.1145\/1149283.1149287","volume":"2","author":"G Zhou","year":"2006","unstructured":"Zhou, G., et al. (2006). Models and solutions for radio irregularity in wireless sensor networks. ACM Transactions on Sensor Networks (TOSN), 2(2), 221\u2013262.","journal-title":"ACM Transactions on Sensor Networks (TOSN)"}],"container-title":["Wireless Personal Communications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11277-015-3042-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11277-015-3042-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11277-015-3042-6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,5,15]],"date-time":"2020-05-15T19:52:24Z","timestamp":1589572344000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11277-015-3042-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,9,1]]},"references-count":25,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2016,3]]}},"alternative-id":["3042"],"URL":"https:\/\/doi.org\/10.1007\/s11277-015-3042-6","relation":{},"ISSN":["0929-6212","1572-834X"],"issn-type":[{"type":"print","value":"0929-6212"},{"type":"electronic","value":"1572-834X"}],"subject":[],"published":{"date-parts":[[2015,9,1]]}}}