{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,3]],"date-time":"2025-07-03T04:05:24Z","timestamp":1751515524200,"version":"3.41.0"},"reference-count":47,"publisher":"Springer Science and Business Media LLC","issue":"S5","license":[{"start":{"date-parts":[[2018,3,5]],"date-time":"2018-03-05T00:00:00Z","timestamp":1520208000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61602113","61571110)"],"award-info":[{"award-number":["61602113","61571110)"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National High Technology Research and Development Program of China","award":["2013AA014001"],"award-info":[{"award-number":["2013AA014001"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Cluster Comput"],"published-print":{"date-parts":[[2019,9]]},"DOI":"10.1007\/s10586-018-1820-0","type":"journal-article","created":{"date-parts":[[2018,3,5]],"date-time":"2018-03-05T16:07:40Z","timestamp":1520266060000},"page":"12971-12983","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["A lightweight physical-layer based security strategy for Internet of things"],"prefix":"10.1007","volume":"22","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8254-6792","authenticated-orcid":false,"given":"Yu","family":"Jiang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Aiqun","family":"Hu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jie","family":"Huang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,3,5]]},"reference":[{"issue":"9","key":"1820_CR1","doi-asserted-by":"publisher","first-page":"1727","DOI":"10.1109\/JPROC.2016.2558521","volume":"104","author":"Y Zou","year":"2016","unstructured":"Zou, Y., Zhu, J., Wang, X., et al.: A survey on wireless security: technical challenges, recent advances, and future trends. Proc. IEEE 104(9), 1727\u20131765 (2016)","journal-title":"Proc. IEEE"},{"key":"1820_CR2","doi-asserted-by":"crossref","unstructured":"Wu, B., Chen, J., Wu, J., et al.: A survey of attacks and countermeasures in mobile ad hoc networks. In: Wireless Network Security, pp. 103\u2013135. Springer (2007)","DOI":"10.1007\/978-0-387-33112-6_5"},{"issue":"3","key":"1820_CR3","first-page":"614","volume":"4","author":"J Zhang","year":"2017","unstructured":"Zhang, J., Duong, T.Q., Marshall, A., et al.: Key generation from wireless channels: a review. IEEE Access 4(3), 614\u2013626 (2017)","journal-title":"IEEE Access"},{"key":"1820_CR4","doi-asserted-by":"crossref","unstructured":"Chen, L., Ji, J., Zhang, Z.: Wireless network security: theories and applications. Higher Education Press, Beijing and Springer- Verlag Berlin Heidelberg (2013)","DOI":"10.1007\/978-3-642-36511-9"},{"issue":"7","key":"1820_CR5","doi-asserted-by":"publisher","first-page":"1655","DOI":"10.1016\/j.comcom.2006.12.020","volume":"30","author":"P Baronti","year":"2007","unstructured":"Baronti, P., Pillai, P., Chook, V.W.C., et al.: Wireless sensor networks: a survey on the state of the art and the 802.15.4 and ZigBee standards. Comput. Commun. 30(7), 1655\u20131695 (2007)","journal-title":"Comput. Commun."},{"key":"1820_CR6","doi-asserted-by":"crossref","unstructured":"Jung, J.Y., Lee, J.W.: ZigBee device design and implementation for context-aware U-healthcare system. In: International Conference on Systems and Networks Communications, p. 22. IEEE Computer Society (2007)","DOI":"10.1109\/ICSNC.2007.88"},{"key":"1820_CR7","doi-asserted-by":"crossref","unstructured":"Kdouh, H., Zaharia, G., Brousseau, C., et al.: ZigBee-based sensor network for shipboard environments. In: International Symposium on Signals, Circuits and Systems, pp. 1\u20134. IEEE (2011)","DOI":"10.1109\/ISSCS.2011.5978701"},{"issue":"6","key":"1820_CR8","doi-asserted-by":"publisher","first-page":"3150","DOI":"10.1109\/TITS.2015.2438891","volume":"16","author":"CH Wang","year":"2015","unstructured":"Wang, C.H., Chou, C.T., Lin, P., et al.: Performance evaluation of IEEE 802.15.4 nonbeacon-enabled mode for internet of vehicles. IEEE Trans. Intell. Transp. Syst. 16(6), 3150\u20133159 (2015)","journal-title":"IEEE Trans. Intell. Transp. Syst."},{"issue":"6","key":"1820_CR9","doi-asserted-by":"publisher","first-page":"152","DOI":"10.1109\/MCOM.2016.7498103","volume":"54","author":"X Wang","year":"2016","unstructured":"Wang, X., Hao, P., Hanzo, L.: Physical-layer authentication for wireless security enhancement: current challenges and future developments. IEEE Commun. Mag. 54(6), 152\u2013158 (2016)","journal-title":"IEEE Commun. Mag."},{"issue":"6","key":"1820_CR10","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1109\/MCOM.2015.7120016","volume":"53","author":"PL Yu","year":"2015","unstructured":"Yu, P.L., Verma, G., Sadler, B.M.: Wireless physical layer authentication via fingerprint embedding. IEEE Commun. Mag. 53(6), 48\u201353 (2015)","journal-title":"IEEE Commun. Mag."},{"issue":"1","key":"1820_CR11","doi-asserted-by":"publisher","first-page":"94","DOI":"10.1109\/COMST.2015.2476338","volume":"18","author":"Q Xu","year":"2016","unstructured":"Xu, Q., Zheng, R., Saad, W., et al.: Device fingerprinting in wireless networks: challenges and opportunities. IEEE Commun. Surv. Tutor. 18(1), 94\u2013104 (2016)","journal-title":"IEEE Commun. Surv. Tutor."},{"issue":"1","key":"1820_CR12","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/2379776.2379782","volume":"45","author":"B Danev","year":"2012","unstructured":"Danev, B., Zanetti, D., Capkun, S.: On physical-layer identification of wireless devices. ACM Comput. Surv. 45(1), 1\u201329 (2012)","journal-title":"ACM Comput. Surv."},{"issue":"11","key":"1820_CR13","doi-asserted-by":"publisher","first-page":"3776","DOI":"10.1109\/TAP.2005.858853","volume":"53","author":"T Aono","year":"2005","unstructured":"Aono, T., Higuchi, K., Ohira, T., et al.: Wireless secret key generation exploiting reactance-domain scalar response of multipath fading channels. IEEE Trans. Antennas Propag. 53(11), 3776\u20133784 (2005)","journal-title":"IEEE Trans. Antennas Propag."},{"key":"1820_CR14","doi-asserted-by":"crossref","unstructured":"Jana, S., Premnath, S.N., Clark, M., et al.: On the effectiveness of secret key extraction from wireless signal strength in real environments. In: International Conference on Mobile Computing and NETWORKING, pp. 321\u2013332. ACM (2009)","DOI":"10.1145\/1614320.1614356"},{"key":"1820_CR15","doi-asserted-by":"crossref","unstructured":"Sayeed, A., Perrig, A.: Secure wireless communications: secret keys through multipath. In: IEEE International Conference on Acoustics, Speech and Signal Processing, pp. 3013\u20133016. IEEE (2008)","DOI":"10.1109\/ICASSP.2008.4518284"},{"issue":"6","key":"1820_CR16","doi-asserted-by":"publisher","first-page":"1180","DOI":"10.1109\/TIFS.2015.2400426","volume":"10","author":"DR Reising","year":"2015","unstructured":"Reising, D.R., Temple, M.A., Jackson, J.A.: Authorized and rogue device discrimination using dimensionally reduced RF-DNA fingerprints. IEEE Trans. Inf. Forensics Secur. 10(6), 1180\u20131192 (2015)","journal-title":"IEEE Trans. Inf. Forensics Secur."},{"issue":"16","key":"1820_CR17","doi-asserted-by":"publisher","first-page":"1165","DOI":"10.1049\/el.2010.1220","volume":"46","author":"HL Yuan","year":"2005","unstructured":"Yuan, H.L., Hu, A.Q.: Preamble-based detection of Wi-Fi transmitter RF fingerprints. Electron. Lett. 46(16), 1165\u20131167 (2005)","journal-title":"Electron. Lett."},{"issue":"1","key":"1820_CR18","doi-asserted-by":"publisher","first-page":"221","DOI":"10.1109\/TR.2014.2372432","volume":"64","author":"HJ Patel","year":"2015","unstructured":"Patel, H.J., Temple, M.A., Baldwin, R.O.: Improving ZigBee device network authentication using ensemble decision tree classifiers with radio frequency distinct native attribute fingerprinting. IEEE Trans. Reliab. 64(1), 221\u2013233 (2015)","journal-title":"IEEE Trans. Reliab."},{"key":"1820_CR19","doi-asserted-by":"crossref","unstructured":"Brik, V., Banerjee, S., Gruteser, M., et al.: Wireless device identification with radiometric signatures. In: Proceedings of the 14th ACM international conference on Mobile computing and networking, pp. 116\u2013127. ACM (2008)","DOI":"10.1145\/1409944.1409959"},{"issue":"8","key":"1820_CR20","doi-asserted-by":"publisher","first-page":"1274","DOI":"10.1049\/iet-com.2013.0568","volume":"8","author":"SU Rehman","year":"2014","unstructured":"Rehman, S.U., Sowerby, K.W., Coghill, C.: Radio-frequency fingerprinting for mitigating primary user emulation attack in low-end cognitive radios. IET Commun. 8(8), 1274\u20131284 (2014)","journal-title":"IET Commun."},{"key":"1820_CR21","doi-asserted-by":"crossref","unstructured":"Azimi-Sadjadi, B., Kiayias, A., Mercado, A., et al.: Robust key generation from signal envelopes in wireless networks. In: ACM Conference on Computer and Communications Security, pp. 401\u2013410 (2007)","DOI":"10.1145\/1315245.1315295"},{"key":"1820_CR22","unstructured":"Chan, H., Perrig, A., Song, D.: Random key predistribution schemes for sensor networks. security and privacy. In: 2003 Symposium on Proceedings, vol. 2003, pp. 197\u2013213. IEEE (2003)"},{"key":"1820_CR23","doi-asserted-by":"crossref","unstructured":"Liu, H., Wang, Y., Yang, J., et al.: Fast and practical secret key extraction by exploiting channel response. In: IEEE INFOCOM, pp. 3048\u20133056. IEEE (2013)","DOI":"10.1109\/INFCOM.2013.6567117"},{"issue":"5","key":"1820_CR24","doi-asserted-by":"publisher","first-page":"917","DOI":"10.1109\/TMC.2012.63","volume":"12","author":"SNN Premnath","year":"2013","unstructured":"Premnath, S.N.N., Jana, S., Croft, J., et al.: Secret key extraction from wireless signal strength in real environments. IEEE Trans. Mob. Comput. 12(5), 917\u2013930 (2013)","journal-title":"IEEE Trans. Mob. Comput."},{"issue":"4","key":"1820_CR25","doi-asserted-by":"publisher","first-page":"1121","DOI":"10.1109\/18.243431","volume":"39","author":"R Ahlswede","year":"1993","unstructured":"Ahlswede, R., Csiszar, I.: Common randomness in information theory and cryptography. I. Secret sharing. IEEE Trans. Inf. Theory 39(4), 1121\u20131132 (1993)","journal-title":"IEEE Trans. Inf. Theory"},{"issue":"5","key":"1820_CR26","doi-asserted-by":"publisher","first-page":"1484","DOI":"10.1109\/TIFS.2012.2206385","volume":"7","author":"Y Liu","year":"2012","unstructured":"Liu, Y., Draper, S.C., Sayeed, A.M.: Exploiting channel diversity in secret key generation from multipath fading randomness. IEEE Trans. Inf. Forensics Secur. 7(5), 1484\u20131497 (2012)","journal-title":"IEEE Trans. Inf. Forensics Secur."},{"key":"1820_CR27","doi-asserted-by":"crossref","unstructured":"El, H.S.Y., Hogrefe, D.: An optimal guard-intervals based mechanism for key generation from multipath wireless channels. In: IFIP International Conference on New Technologies, Mobility and Security, pp. 1\u20135. (2011)","DOI":"10.1109\/NTMS.2011.5720584"},{"key":"1820_CR28","unstructured":"Shehadeh, Y.E.H., Alfandi, O., Tout, K., et al.: Intelligent mechanisms for key generation from multipath wireless channels. In: Wireless Telecommunications Symposium (WTS), pp. 1\u20136. IEEE (2011)"},{"key":"1820_CR29","doi-asserted-by":"crossref","unstructured":"Wang, Q., Su, H., Ren, K., et al. Fast and scalable secret key generation exploiting channel phase randomness in wireless networks. In: IEEE INFOCOM, pp. 1422\u20131430. IEEE (2011)","DOI":"10.1109\/INFCOM.2011.5934929"},{"issue":"9","key":"1820_CR30","doi-asserted-by":"publisher","first-page":"1666","DOI":"10.1109\/JSAC.2012.121010","volume":"30","author":"W Qian","year":"2012","unstructured":"Qian, W., Xu, K., Ren, K.: Cooperative secret key generation from phase estimation in narrowband fading channels. IEEE J. Sel. Areas Commun. 30(9), 1666\u20131674 (2012)","journal-title":"IEEE J. Sel. Areas Commun."},{"key":"1820_CR31","doi-asserted-by":"crossref","unstructured":"Marino, F., Paolini, E., Chiani, M.: Secret key extraction from a UWB channel: analysis in a real environment. IEEE International Conference on Ultra-Wideband, pp. 80\u201385. IEEE (2014)","DOI":"10.1109\/ICUWB.2014.6958955"},{"key":"1820_CR32","doi-asserted-by":"crossref","unstructured":"Huang, J., Jiang, T.: Dynamic secret key generation exploiting Ultra-wideband wireless channel characteristics. Wireless Communications and NETWORKING Conference, pp. 1701\u20131706. IEEE (2015)","DOI":"10.1109\/WCNC.2015.7127724"},{"key":"1820_CR33","doi-asserted-by":"crossref","unstructured":"Mathur, S., Miller, R., Varshavsky, A., et al.: ProxiMate:proximity-based secure pairing using ambient wireless signals. In: International Conference on Mobile Systems, Applications, and Services, pp. 211\u2013224. DBLP (2011)","DOI":"10.1145\/1999995.2000016"},{"key":"1820_CR34","doi-asserted-by":"crossref","unstructured":"Zhang, J., Marshall, A., Woods, R., et al.: Secure key generation from OFDM subcarriers\u2019 channel responses. In: Globecom Workshops (GC Wkshps), pp. 1302\u20131307. IEEE (2014)","DOI":"10.1109\/GLOCOMW.2014.7063613"},{"key":"1820_CR35","doi-asserted-by":"crossref","unstructured":"Zhang, J., Woods, R., Marshall, A., et al.: Verification of key generation from individual OFDM subcarrier\u2019s channel response. In: Globecom Workshops (GC Wkshps), pp. 1\u20136. IEEE (2015)","DOI":"10.1109\/GLOCOMW.2015.7414111"},{"issue":"1","key":"1820_CR36","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1145\/1925861.1925870","volume":"41","author":"D Halperin","year":"2011","unstructured":"Halperin, D., Hu, W., Sheth, A., et al.: Tool release: gathering 802.11n traces with channel state information. ACM Sigcomm Comput. Commun. Rev. 41(1), 53\u201353 (2011)","journal-title":"ACM Sigcomm Comput. Commun. Rev."},{"key":"1820_CR37","doi-asserted-by":"crossref","unstructured":"Guillaume, R., Winzer, F., Zenger, C.T., et al. Bringing PHY-based key generation into the field: an evaluation for practical scenarios. In: Vehicular Technology Conference, pp. 1\u20135. IEEE (2015)","DOI":"10.1109\/VTCFall.2015.7390857"},{"issue":"12","key":"1820_CR38","doi-asserted-by":"publisher","first-page":"2763","DOI":"10.1109\/TMC.2013.71","volume":"13","author":"ST Ali","year":"2014","unstructured":"Ali, S.T., Sivaraman, V., Ostry, D.: Eliminating reconciliation cost in secret key generation for body-worn health monitoring devices. IEEE Trans. Mob. Comput. 13(12), 2763\u20132776 (2014)","journal-title":"IEEE Trans. Mob. Comput."},{"key":"1820_CR39","unstructured":"Naranjo, P.G.V., Pooranian, Z., Shojafar, M., et al.: FOCAN: A Fog-supported Smart City Network Architecture for Management of Applications in the Internet of Everything Environments. arXiv preprint arXiv:1710.01801 (2017)"},{"key":"1820_CR40","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.phycom.2017.09.005","volume":"25","author":"H Soleimani","year":"2017","unstructured":"Soleimani, H., Tomasin, S., Alizadeh, T., et al.: Cluster-head based feedback for simplified time reversal prefiltering in ultra-wideband systems. Phys. Commun. 25, 1\u201319 (2017)","journal-title":"Phys. Commun."},{"issue":"1","key":"1820_CR41","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1504\/IJGUC.2015.066397","volume":"6","author":"S Javanmardi","year":"2014","unstructured":"Javanmardi, S., Shojafar, M., Shariatmadari, S., et al.: FRTRUST: a fuzzy reputation based model for trust management in semantic P2P grids. Int. J. Grid Util. Comput. 6(1), 57\u201366 (2014)","journal-title":"Int. J. Grid Util. Comput."},{"key":"1820_CR42","unstructured":"Ettus Research. [Online]. http:\/\/www.ettus.com"},{"key":"1820_CR43","unstructured":"WARP Project. [Online]. http:\/\/warpproject.org"},{"key":"1820_CR44","unstructured":"CC1100 Single-Chip Low Cost Low Power RF-Transceiver, Data sheet"},{"key":"1820_CR45","doi-asserted-by":"crossref","unstructured":"Rukhin, A., Soto, J., Nechvatal, J., et al.: A Statistical Test Suite for Random and Pseudorandom Number Generators for Cryptographic Applications. NIST Special Publication 800\u201322 (2001).","DOI":"10.6028\/NIST.SP.800-22"},{"key":"1820_CR46","doi-asserted-by":"crossref","unstructured":"Zhu, X., Xu, F., Novak, E., et al.: Extracting secret key from wireless link dynamics in vehicular environments. In: IEEE INFOCOM, pp. 2283\u20132291. IEEE (2013)","DOI":"10.1109\/INFCOM.2013.6567032"},{"issue":"1","key":"1820_CR47","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1109\/TMC.2009.88","volume":"9","author":"N Patwari","year":"2010","unstructured":"Patwari, N., Croft, J., Jana, S., et al.: High-rate uncorrelated bit extraction for shared secret key generation from channel measurements. IEEE Trans. Mob. Comput. 9(1), 17\u201330 (2010)","journal-title":"IEEE Trans. Mob. Comput."}],"container-title":["Cluster Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-018-1820-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10586-018-1820-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-018-1820-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,2]],"date-time":"2025-07-02T10:19:35Z","timestamp":1751451575000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10586-018-1820-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,3,5]]},"references-count":47,"journal-issue":{"issue":"S5","published-print":{"date-parts":[[2019,9]]}},"alternative-id":["1820"],"URL":"https:\/\/doi.org\/10.1007\/s10586-018-1820-0","relation":{},"ISSN":["1386-7857","1573-7543"],"issn-type":[{"type":"print","value":"1386-7857"},{"type":"electronic","value":"1573-7543"}],"subject":[],"published":{"date-parts":[[2018,3,5]]},"assertion":[{"value":"16 August 2017","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"9 January 2018","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"11 January 2018","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"5 March 2018","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}