{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,18]],"date-time":"2026-03-18T14:11:29Z","timestamp":1773843089098,"version":"3.50.1"},"reference-count":28,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2017,5,18]],"date-time":"2017-05-18T00:00:00Z","timestamp":1495065600000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Wireless Pers Commun"],"published-print":{"date-parts":[[2017,9]]},"DOI":"10.1007\/s11277-017-4306-0","type":"journal-article","created":{"date-parts":[[2017,5,18]],"date-time":"2017-05-18T05:16:37Z","timestamp":1495084597000},"page":"2447-2461","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":11,"title":["Method of Empirical Mode Decomposition in Specific Emitter Identification"],"prefix":"10.1007","volume":"96","author":[{"given":"Jiang-Hai","family":"Liang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhi-Tao","family":"Huang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhi-Wei","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,5,18]]},"reference":[{"issue":"3","key":"4306_CR1","doi-asserted-by":"crossref","first-page":"141","DOI":"10.1002\/bltj.20462","volume":"15","author":"P Scanlon","year":"2010","unstructured":"Scanlon, P., Kennedy, I. O., & Liu, Y. (2010). Feature extraction approaches to RF fingerprinting for device identification in femtocells. Bell Labs Technical Journal, 15(3), 141\u2013151.","journal-title":"Bell Labs Technical Journal"},{"key":"4306_CR2","unstructured":"Gerdes, R. M., Daniels, T. E., & Mina, M. (2006). Device identification via analog signal fingerprinting: a matched filter approach. In NDSS."},{"key":"4306_CR3","unstructured":"Hall, J., Barbeau, M., & Kranakis, E. (2004). Enhancing intrusion detection in wireless networks using radiofrequency fingerprinting. In Proceedings of the 3rd IASTED international conference on communications, internet and information technology (CIIT) (pp. 201\u2013206)."},{"key":"4306_CR4","doi-asserted-by":"crossref","first-page":"67","DOI":"10.2528\/PIERC13080703","volume":"44","author":"Y Yuan","year":"2013","unstructured":"Yuan, Y., Huang, Z., & Sha, Z. (2013). Specific emitter identification based on transient energy trajectory. Progress In Electromagnetics Research C, 44, 67\u201382.","journal-title":"Progress In Electromagnetics Research C"},{"key":"4306_CR5","doi-asserted-by":"crossref","unstructured":"Kennedy, I. O., Scanlon, P., & Mullany, F. J. (2008). Radio transmitter fingerprinting: A steady state frequency domain approach. In IEEE 68th vehicular technology conference (VTC 2008-Fall) (pp. 1\u20135).","DOI":"10.1109\/VETECF.2008.291"},{"key":"4306_CR6","unstructured":"Hall, J., Barbeau, M., & Kranakis, E. (2006). Detecting rogue devices in bluetooth networks using radio frequency fingerprinting. In IASTED international conference on communications and computer networks."},{"issue":"4","key":"4306_CR7","doi-asserted-by":"crossref","first-page":"585","DOI":"10.1029\/2000RS002345","volume":"36","author":"KJ Ellis","year":"2001","unstructured":"Ellis, K. J., & Serinken, N. (2001). Characteristics of radio transmitter fingerprints. Radio Science, 36(4), 585\u2013597.","journal-title":"Radio Science"},{"key":"4306_CR8","doi-asserted-by":"crossref","unstructured":"Zhao, C., Huang, L., Hu, L. & Yao, Y. (2011). transient fingerprint feature extraction for WLAN cards based on polynomial fitting. In The 6th international conference on computer science and education (ICCSE 2011) (pp. 1099\u20131102).","DOI":"10.1109\/ICCSE.2011.6028826"},{"issue":"6","key":"4306_CR9","doi-asserted-by":"crossref","first-page":"544","DOI":"10.1109\/JCN.2009.6388408","volume":"11","author":"WK Randall","year":"2009","unstructured":"Randall, W. K., Michael, A. T., & Michael, J. M. (2009). Application of wavelet-based RF fingerprinting to enhance wireless network security. Journal of Communications and Networks, 11(6), 544\u2013555.","journal-title":"Journal of Communications and Networks"},{"issue":"2","key":"4306_CR10","doi-asserted-by":"crossref","first-page":"1047","DOI":"10.1007\/s11277-014-2265-2","volume":"82","author":"Y Yuan","year":"2015","unstructured":"Yuan, Y., Huang, Z., & Wang, X. (2015). Detection of radio transient signal based on permutation entropy and GLRT. Wireless Personal Communications, 82(2), 1047\u20131057.","journal-title":"Wireless Personal Communications"},{"key":"4306_CR11","doi-asserted-by":"crossref","first-page":"2404","DOI":"10.1049\/iet-com.2013.0865","volume":"8","author":"Y Yuan","year":"2014","unstructured":"Yuan, Y., Huang, Z., Wu, H., & Wang, X. (2014). Specific emitter identification based on Hilbert\u2013Huang transform-based time\u2013frequency-energy distribution features. IET Communication, 8, 2404\u20132412.","journal-title":"IET Communication"},{"key":"4306_CR12","doi-asserted-by":"crossref","unstructured":"Rehman, S. U., Sowerby, K., & Coghill, C. (2012). RF fingerprint extraction from the energy envelope of an instantaneous transient signal. In Australian communications theory workshop (pp. 90\u201395). New Zealand, Wellington.","DOI":"10.1109\/AusCTW.2012.6164912"},{"issue":"1","key":"4306_CR13","first-page":"34","volume":"59","author":"C Bertoncini","year":"2012","unstructured":"Bertoncini, C., Rudd, K., & Nousain, B. (2012). Wavelet fingerprinting of radio-frequency identification (RFID) tags. IEEE Transactions on Industrial Electronics, 59(1), 34\u201341.","journal-title":"IEEE Transactions on Industrial Electronics"},{"key":"4306_CR14","doi-asserted-by":"crossref","first-page":"1409","DOI":"10.1049\/el.2013.2759","volume":"49","author":"P Padilla","year":"2013","unstructured":"Padilla, P., Padilla, J. L., & Valenzuela-Valdes, J. F. (2013). Radiofrequency identification of wireless devices based on RF fingerprinting. Electronics Letters, 49, 1409\u20131410.","journal-title":"Electronics Letters"},{"issue":"12","key":"4306_CR15","first-page":"4834","volume":"39","author":"G Huang","year":"2016","unstructured":"Huang, G., Yuan, Y., Wang, X., & Huang, Z. (2016). Specific emitter identification based on nonlinear dynamical characteristics. Canadian Journal of Electronics and Computer Engineering, 39(12), 4834\u20134850.","journal-title":"Canadian Journal of Electronics and Computer Engineering"},{"key":"4306_CR16","unstructured":"Afolabi, O., Kim, K., & Ahmad, A. (2002). Testing and troubleshooting digital RF communications transmitter designs. Agilent Technologies. Application note 1313, literature no. 5968-3578E."},{"key":"4306_CR17","unstructured":"Norden, E. H., Zheng, S., & Steven, R. L. (1998). The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis. In Proceedings of the Royal Society of London, A (Vol. 454, pp. 903\u2013995)."},{"key":"4306_CR18","unstructured":"Shaw, D., & Kinsner, W. (1997). Multifractal modeling of radio transmitter transients for classification. In Proceedings of WESCANEX97 (pp. 306\u2013312)."},{"issue":"23","key":"4306_CR19","doi-asserted-by":"crossref","first-page":"1996","DOI":"10.1049\/el:19991369","volume":"35","author":"O Ureten","year":"1999","unstructured":"Ureten, O., & Serinken, N. (1999). Detection of radio transmitter turn-on transients. Electronics Letters, 35(23), 1996\u20131997.","journal-title":"Electronics Letters"},{"issue":"6","key":"4306_CR20","doi-asserted-by":"crossref","first-page":"373","DOI":"10.1049\/el:20057769","volume":"41","author":"O Ureten","year":"2005","unstructured":"Ureten, O., & Serinken, N. (2005). Bayesian detection of Wi-Fi transmitter RF fingerprints. Electronics Letters, 41(6), 373\u2013374.","journal-title":"Electronics Letters"},{"key":"4306_CR21","unstructured":"Hall, J., Barbeau, M., & Kranakis, E. (2003). Detection of transient in radio frequency fingerprinting using signal phase. In The 3rd IASTED international conference on wireless and optical communications (pp. 13\u201318)."},{"key":"4306_CR22","doi-asserted-by":"crossref","unstructured":"Rasmussen, K. B., & Capkun, S. (2007). Implications of radio fingerprinting on the security of sensor networks. In Third international conference on security and privacy in communications networks and the workshops (pp. 331\u2013340). IEEE.","DOI":"10.1109\/SECCOM.2007.4550352"},{"issue":"13","key":"4306_CR23","doi-asserted-by":"crossref","first-page":"956","DOI":"10.1049\/el.2013.3534","volume":"50","author":"Y Yuan","year":"2014","unstructured":"Yuan, Y., Huang, Z., & Wang, X. (2014). Detection of frequency-hopping radio frequency-switch transients. Electronics Letters, 50(13), 956\u2013957.","journal-title":"Electronics Letters"},{"issue":"12","key":"4306_CR24","doi-asserted-by":"crossref","first-page":"1064","DOI":"10.1049\/el:20000735","volume":"36","author":"N Serinken","year":"2000","unstructured":"Serinken, N., & Ureten, O. (2000). Generalised dimension characterisation of radio transmitter turn-on transients. Electronics Letters, 36(12), 1064\u20131066.","journal-title":"Electronics Letters"},{"key":"4306_CR25","unstructured":"Christopher, J. C., & Burges (1998). A tutorial on support vector machines for pattern recognition. Data Mining and Knowledge Discovery, 2, 121\u2013167."},{"key":"4306_CR26","unstructured":"Lu, X., Yang, J., & Zhou, Y. (2010). A new method based on local integral bispectra and SVM for radio transmitter individual identification. In Information engineering (ICIE), 2010 WASE international conference on information engineering (pp. 65\u201368)."},{"issue":"4","key":"4306_CR27","doi-asserted-by":"crossref","first-page":"2908","DOI":"10.1109\/TAES.2012.6324669","volume":"48","author":"B Billur","year":"2012","unstructured":"Billur, B., & Bahaeddin, E. (2012). Automatic radar antenna scan type recognition in electronic warfare. IEEE Transactions on Aerospace and Electronic Systems, 48(4), 2908\u20132931.","journal-title":"IEEE Transactions on Aerospace and Electronic Systems"},{"key":"4306_CR28","doi-asserted-by":"crossref","unstructured":"Afolabi, O., Kim, K., & Ahmad, A. (2009). On secure spectrum sensing in cognitive radio network using emitters electromagnetic signature. In Computer communications and networks, ICCCN 2009, proceeding of 18th international conference on IEEE (pp. 1\u20135).","DOI":"10.1109\/ICCCN.2009.5235288"}],"container-title":["Wireless Personal Communications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11277-017-4306-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11277-017-4306-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11277-017-4306-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,8,29]],"date-time":"2017-08-29T05:58:57Z","timestamp":1503986337000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11277-017-4306-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,5,18]]},"references-count":28,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2017,9]]}},"alternative-id":["4306"],"URL":"https:\/\/doi.org\/10.1007\/s11277-017-4306-0","relation":{},"ISSN":["0929-6212","1572-834X"],"issn-type":[{"value":"0929-6212","type":"print"},{"value":"1572-834X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,5,18]]}}}