메뉴 건너뛰기




Volumn 66, Issue 1, 2018, Pages 5-17

Malicious User Detection Based on Low-Rank Matrix Completion in Wideband Spectrum Sensing

Author keywords

Cooperative spectrum sensing; low rank matrix completion; malicious user detection; TV white space

Indexed keywords

DATA ACQUISITION; ESTIMATION; MATRIX ALGEBRA; NETWORK FUNCTION VIRTUALIZATION; SENSORS; SIGNAL PROCESSING;

EID: 85030787949     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2017.2759082     Document Type: Article
Times cited : (28)

References (38)
  • 1
    • 0033171330 scopus 로고    scopus 로고
    • Cognitive radio: Making software radios more personal
    • Aug
    • J. Mitola and G. Q. Maguire, "Cognitive radio: Making software radios more personal," IEEE Pers. Commun. , vol. 6, no. 4, pp. 13-18, Aug. 1999.
    • (1999) IEEE Pers. Commun , vol.6 , Issue.4 , pp. 13-18
    • Mitola, J.1    Maguire, G.Q.2
  • 3
    • 79951577034 scopus 로고    scopus 로고
    • Cooperative spectrum sensing in cognitive radio networks: A survey
    • Mar
    • I. F. Akyildiz, B. F. Lo, and R. Balakrishnan, "Cooperative spectrum sensing in cognitive radio networks: A survey," Phys. Commun. , vol. 4, no. 1, pp. 40-62, Mar. 2011.
    • (2011) Phys. Commun , vol.4 , Issue.1 , pp. 40-62
    • Akyildiz, I.F.1    Lo, B.F.2    Balakrishnan, R.3
  • 4
    • 42649135628 scopus 로고    scopus 로고
    • Toward secure distributed spectrum sensing in cognitive radio networks
    • Apr
    • R. Chen, J. M. Park, Y. T. Hou, and J. H. Reed, "Toward secure distributed spectrum sensing in cognitive radio networks," IEEE Commun. Mag., vol. 46, no. 4, pp. 50-55, Apr. 2008.
    • (2008) IEEE Commun. Mag , vol.46 , Issue.4 , pp. 50-55
    • Chen, R.1    Park, J.M.2    Hou, Y.T.3    Reed, J.H.4
  • 5
    • 85032752202 scopus 로고    scopus 로고
    • Kernel-based learning for statistical signal processing in cognitive radio networks: Theoretical foundations, example applications, and future directions
    • Jun
    • G. Ding, Q.Wu, Y.-D. Yao, J.Wang, and Y. Chen, "Kernel-based learning for statistical signal processing in cognitive radio networks: Theoretical foundations, example applications, and future directions," IEEE Signal Process. Mag., vol. 30, no. 4, pp. 126-136, Jun. 2013.
    • (2013) IEEE Signal Process. Mag , vol.30 , Issue.4 , pp. 126-136
    • Ding, G.1    Wu, Q.2    Yao, Y.-D.3    Wang, J.4    Chen, Y.5
  • 6
    • 84861582938 scopus 로고    scopus 로고
    • Vulnerability and protection for distributed consensus-based spectrum sensing in cognitive radio networks
    • Mar
    • Q. Yan, M. Li, T. Jiang, W. Lou, and Y. Hou, "Vulnerability and protection for distributed consensus-based spectrum sensing in cognitive radio networks," in Proc. IEEE INFOCOM, Mar. 2012, pp. 900-908.
    • (2012) Proc. IEEE INFOCOM , pp. 900-908
    • Yan, Q.1    Li, M.2    Jiang, T.3    Lou, W.4    Hou, Y.5
  • 7
    • 84940026342 scopus 로고    scopus 로고
    • Byzantine attack and defense in cognitive radio networks: A survey
    • Apr
    • L. Zhang, G. Ding, Q. Wu, Y. Zou, Z. Han, and J. Wang, "Byzantine attack and defense in cognitive radio networks: A survey," IEEE Commun. Surveys Tut., vol. 17, no. 3, pp. 1342-1363, Apr. 2015.
    • (2015) IEEE Commun. Surveys Tut , vol.17 , Issue.3 , pp. 1342-1363
    • Zhang, L.1    Ding, G.2    Wu, Q.3    Zou, Y.4    Han, Z.5    Wang, J.6
  • 8
    • 77952274769 scopus 로고    scopus 로고
    • Spectrum policy task force
    • Washington, DC, USA, Rep. ET Docket no. 02-135 Jun
    • P. Kolodzy and I. Avoidance, "Spectrum policy task force," Federal Commun. Comm., Washington, DC, USA, Rep. ET Docket no. 02-135, Jun. 2002.
    • (2002) Federal Commun. Comm
    • Kolodzy, P.1    Avoidance, I.2
  • 9
    • 85038354657 scopus 로고    scopus 로고
    • Statement on cognitive access to interleaved spectrum
    • Ofcom London, U.K. Jul
    • Ofcom, "Statement on Cognitive Access to Interleaved Spectrum," U.K. Office of Communications, London, U.K., Jul. 2009.
    • (2009) U.K. Office of Communications
  • 11
    • 84865353555 scopus 로고    scopus 로고
    • Collecting detection diversity and complexity gains in cooperative spectrum sensing
    • Aug
    • Y. Wang, Z. Tian, and C. Feng, "Collecting detection diversity and complexity gains in cooperative spectrum sensing," IEEE Trans.WirelessCommun., vol. 11, no. 8, pp. 2876-2883, Aug. 2012.
    • (2012) IEEE Trans.WirelessCommun , vol.11 , Issue.8 , pp. 2876-2883
    • Wang, Y.1    Tian, Z.2    Feng, C.3
  • 12
    • 77955381003 scopus 로고    scopus 로고
    • Reconstructing spectrum occupancies forwideband cognitive radio networks: A matrix completion via belief propagation
    • May
    • H. Li, "Reconstructing spectrum occupancies forwideband cognitive radio networks: A matrix completion via belief propagation," in Proc. IEEE Int. Conf. Commun., Cape Town, South Africa, May 2010, pp. 1-6.
    • (2010) Proc. IEEE Int. Conf. Commun., Cape Town, South Africa , pp. 1-6
    • Li, H.1
  • 13
    • 71049116435 scopus 로고    scopus 로고
    • Exact matrix completion via convex optimization
    • Dec
    • E. J. Candes and B. Recht, "Exact matrix completion via convex optimization," Found. Comput. Math. , vol. 9, no. 6, pp. 717-772, Dec. 2009.
    • (2009) Found. Comput. Math , vol.9 , Issue.6 , pp. 717-772
    • Candes, E.J.1    Recht, B.2
  • 14
    • 80052671835 scopus 로고    scopus 로고
    • Securing collaborative spectrum sensing against untrustworthy secondary users in cognitive radio networks
    • Jan
    • W. Wang, H. Li, Y. Sun, and Z. Han, "Securing collaborative spectrum sensing against untrustworthy secondary users in cognitive radio networks," EURASIP J. Adv. Signal Process.2010, pp. 1-15, Jan. 2010.
    • (2010) EURASIP J. Adv. Signal Process , pp. 1-15
    • Wang, W.1    Li, H.2    Sun, Y.3    Han, Z.4
  • 15
    • 51349154337 scopus 로고    scopus 로고
    • Robust distributed spectrum sensing in cognitive radio networks
    • Phoenix, AZ, USA, Apr
    • R. Chen, J.-M. Park, and K. Bian, "Robust distributed spectrum sensing in cognitive radio networks," in Proc. IEEE INFOCOM, Phoenix, AZ, USA, Apr. 2008, pp. 13-18.
    • (2008) Proc. IEEE INFOCOM , pp. 13-18
    • Chen, R.1    Park, J.-M.2    Bian, K.3
  • 16
    • 77955699536 scopus 로고    scopus 로고
    • Malicious user detection in a cognitive radio cooperative sensing system
    • Jun
    • P. Kaligineedi, M. Khabbazian, and V. K. Bhargava, "Malicious user detection in a cognitive radio cooperative sensing system," IEEE Trans. Wireless Commun. , vol. 9, no. 8, pp. 2488-2497, Jun. 2010.
    • (2010) IEEE Trans. Wireless Commun , vol.9 , Issue.8 , pp. 2488-2497
    • Kaligineedi, P.1    Khabbazian, M.2    Bhargava, V.K.3
  • 17
    • 80052019080 scopus 로고    scopus 로고
    • Secure cooperative sensing in IEEE 802.22 WRANs using shadow fading correlation
    • Oct
    • A. W. Min, K. G. Shin, and X. Hu, "Secure cooperative sensing in IEEE 802.22 WRANs using shadow fading correlation," IEEE Trans. Mobile Comput., vol. 10, no. 10, pp. 1434-1447, Oct. 2011.
    • (2011) IEEE Trans. Mobile Comput , vol.10 , Issue.10 , pp. 1434-1447
    • Min, A.W.1    Shin, K.G.2    Hu, X.3
  • 18
    • 84860828910 scopus 로고    scopus 로고
    • Malicious user suppression for cooperative spectrum sensing in cognitive radio networks using Dixon's outlier detection method
    • Kharagpur, India, Feb
    • S. Kalamkar, A. Banerjee, and A. Roychowdhury, "Malicious user suppression for cooperative spectrum sensing in cognitive radio networks using Dixon's outlier detection method," in Proc. Nat. Conf. Commun., Kharagpur, India, Feb. 2012, pp. 1-5.
    • (2012) Proc. Nat. Conf. Commun. , pp. 1-5
    • Kalamkar, S.1    Banerjee, A.2    Roychowdhury, A.3
  • 20
    • 84863341424 scopus 로고    scopus 로고
    • Detecting and counteracting statistical attacks in cooperative spectrum sensing
    • Apr
    • F. Penna, Y. Sun, L. Dolecek, and D. Cabric, "Detecting and counteracting statistical attacks in cooperative spectrum sensing," IEEE Trans. Signal Process., vol. 60, no. 4, pp. 1806-1822, Apr. 2012.
    • (2012) IEEE Trans. Signal Process , vol.60 , Issue.4 , pp. 1806-1822
    • Penna, F.1    Sun, Y.2    Dolecek, L.3    Cabric, D.4
  • 21
    • 84866945275 scopus 로고    scopus 로고
    • Attack prevention for collaborative spectrum sensing in cognitive radio networks
    • Oct
    • L. Duan, A. W. Min, J. Huang, and K. G. Shin, "Attack prevention for collaborative spectrum sensing in cognitive radio networks," IEEE J. Sel. Areas Commun., vol. 30, no. 9, pp. 1658-1665, Oct. 2012.
    • (2012) IEEE J. Sel. Areas Commun , vol.30 , Issue.9 , pp. 1658-1665
    • Duan, L.1    Min, A.W.2    Huang, J.3    Shin, K.G.4
  • 22
    • 78449280420 scopus 로고    scopus 로고
    • Catchmeif you can:An abnormality detection approach for collaborative spectrum sensing in cognitive radio networks
    • Nov
    • H. Li andZ.Han, "Catchmeif you can:An abnormality detection approach for collaborative spectrum sensing in cognitive radio networks," IEEE Trans. Wireless Commun. , vol. 9, no. 11, pp. 3554-3565, Nov. 2010.
    • (2010) IEEE Trans. Wireless Commun , vol.9 , Issue.11 , pp. 3554-3565
    • Li, H.1    Han, Z.2
  • 23
    • 84952033116 scopus 로고    scopus 로고
    • Thwarting intelligent malicious behaviors in cooperative spectrum sensing
    • Nov
    • W.Wang, L. Chen, K. Shin, and L. Duan, "Thwarting intelligent malicious behaviors in cooperative spectrum sensing," IEEE Trans.Mobile Comput., vol. 14, no. 11, pp. 2392-2405, Nov. 2015.
    • (2015) IEEE Trans.Mobile Comput , vol.14 , Issue.11 , pp. 2392-2405
    • Wang, W.1    Chen, L.2    Shin, K.3    Duan, L.4
  • 24
    • 79251622735 scopus 로고    scopus 로고
    • Collaborative spectrum sensing from sparse observations in cognitive radio networks
    • Feb
    • J. Meng, W. Yin, H. Li, E. Hossain, and Z. Han, "Collaborative spectrum sensing from sparse observations in cognitive radio networks," IEEE J. Sel. Areas Commun., vol. 29, no. 2, pp. 327-337, Feb. 2011.
    • (2011) IEEE J. Sel. Areas Commun , vol.29 , Issue.2 , pp. 327-337
    • Meng, J.1    Yin, W.2    Li, H.3    Hossain, E.4    Han, Z.5
  • 25
    • 84964658639 scopus 로고    scopus 로고
    • Wideband spectrum sensing on real-time signals at sub-Nyquist sampling rates in single and cooperative multiple nodes
    • Jun
    • Z. Qin, Y. Gao, M. D. Plumbley, and C. G. Parini, "Wideband spectrum sensing on real-time signals at sub-Nyquist sampling rates in single and cooperative multiple nodes," IEEE Trans. Signal Process., vol. 64, no. 12, pp. 3106-3117, Jun. 2016.
    • (2016) IEEE Trans. Signal Process , vol.64 , Issue.12 , pp. 3106-3117
    • Qin, Z.1    Gao, Y.2    Plumbley, M.D.3    Parini, C.G.4
  • 26
    • 85019083030 scopus 로고    scopus 로고
    • Wireless powered cognitive radio networks with compressive sensing and matrix completion
    • Apr
    • Z. Qin, Y. Liu, Y. Gao, M. Elkashlan, and A. Nallanathan, "Wireless powered cognitive radio networks with compressive sensing and matrix completion," IEEE Trans. Commun., vol. 65, no. 4, pp. 1464-1476, Apr. 2017.
    • (2017) IEEE Trans. Commun , vol.65 , Issue.4 , pp. 1464-1476
    • Qin, Z.1    Liu, Y.2    Gao, Y.3    Elkashlan, M.4    Nallanathan, A.5
  • 27
    • 85027023659 scopus 로고    scopus 로고
    • Reliable and efficient sub-Nyquist wideband spectrum sensing in cooperative cognitive radio networks
    • Oct
    • Y. Ma, Y. Gao, Y. C. Liang, and S. Cui, "Reliable and efficient sub-Nyquist wideband spectrum sensing in cooperative cognitive radio networks," IEEE J. Sel. Areas Commun., vol. 34, no. 10, pp. 2750-2762, Oct. 2016.
    • (2016) IEEE J. Sel. Areas Commun , vol.34 , Issue.10 , pp. 2750-2762
    • Ma, Y.1    Gao, Y.2    Liang, Y.C.3    Cui, S.4
  • 28
    • 84962175400 scopus 로고    scopus 로고
    • Data-assisted low complexity compressive spectrum sensing on real-time signals under sub-Nyquist rate
    • Feb
    • Z. Qin, Y. Gao, and C. G. Parini, "Data-assisted low complexity compressive spectrum sensing on real-time signals under sub-Nyquist rate," IEEE Trans. Wireless Commun., vol. 15, no. 2, pp. 1174-1185, Feb. 2016.
    • (2016) IEEE Trans. Wireless Commun , vol.15 , Issue.2 , pp. 1174-1185
    • Qin, Z.1    Gao, Y.2    Parini, C.G.3
  • 29
    • 84897713290 scopus 로고    scopus 로고
    • Low-rank matrix completion based malicious user detection in cooperative spectrum sensing
    • Austin, TX, USA, Dec
    • Z. Qin, Y. Gao, M. Plumbley, C. Parini, and L. Cuthbert, "Low-rank matrix completion based malicious user detection in cooperative spectrum sensing," in Proc. IEEE Global Conf. Signal Inf. Process., Austin, TX, USA, Dec. 2013, pp. 1186-1189.
    • (2013) Proc. IEEE Global Conf. Signal Inf. Process. , pp. 1186-1189
    • Qin, Z.1    Gao, Y.2    Plumbley, M.3    Parini, C.4    Cuthbert, L.5
  • 30
    • 84881146105 scopus 로고    scopus 로고
    • Exact low-rank matrix completion from sparsely corrupted entries via adaptive outlier pursuit
    • Sep
    • M. Yan, Y. Yang, and S. Osher, "Exact low-rank matrix completion from sparsely corrupted entries via adaptive outlier pursuit," J. Sci. Comput., vol. 56, no. 3, pp. 433-449, Sep. 2013.
    • (2013) J. Sci. Comput , vol.56 , Issue.3 , pp. 433-449
    • Yan, M.1    Yang, Y.2    Osher, S.3
  • 31
    • 84862634853 scopus 로고    scopus 로고
    • Robust 1-bit compressive sensing using adaptive outlier pursuit
    • Jul
    • M. Yan, Y. Yang, and S. Osher, "Robust 1-bit compressive sensing using adaptive outlier pursuit," IEEE Trans. Signal Process., vol. 60, no. 7, pp. 3868-3875, Jul. 2012.
    • (2012) IEEE Trans. Signal Process , vol.60 , Issue.7 , pp. 3868-3875
    • Yan, M.1    Yang, Y.2    Osher, S.3
  • 32
    • 46149091216 scopus 로고    scopus 로고
    • Sensing-throughput tradeoff for cognitive radio networks
    • Apr
    • Y. C. Liang, Y. Zeng, E. C. Y. Peh, and A. T. Hoang, "Sensing-throughput tradeoff for cognitive radio networks," IEEE Trans. Wireless Commun. , vol. 7, no. 4, pp. 1326-1337, Apr. 2008.
    • (2008) IEEE Trans. Wireless Commun , vol.7 , Issue.4 , pp. 1326-1337
    • Liang, Y.C.1    Zeng, Y.2    Peh, E.C.Y.3    Hoang, A.T.4
  • 33
    • 85162495153 scopus 로고    scopus 로고
    • RTRMC: A Riemannian trust-region method for low-rank matrix completion
    • Granada, Spain, Dec
    • N. Boumal and P.-A. Absil, "RTRMC: A Riemannian trust-region method for low-rank matrix completion," in Proc. Adv. Neural Inf. Process. Syst. 24, Granada, Spain, Dec. 2011, pp. 406-414.
    • (2011) Proc. Adv. Neural Inf. Process. Syst. 24 , pp. 406-414
    • Boumal, N.1    Absil, P.-A.2
  • 34
    • 73849142717 scopus 로고    scopus 로고
    • Beyond Nyquist: Efficient sampling of sparse bandlimited signals
    • Jan
    • J. Tropp, J. Laska, M. Duarte, J. Romberg, and R. Baraniuk, "Beyond Nyquist: Efficient sampling of sparse bandlimited signals," IEEE Trans. Inf. Theory, vol. 56, no. 1, pp. 520-544, Jan. 2010.
    • (2010) IEEE Trans. Inf. Theory , vol.56 , Issue.1 , pp. 520-544
    • Tropp, J.1    Laska, J.2    Duarte, M.3    Romberg, J.4    Baraniuk, R.5
  • 35
    • 84878104490 scopus 로고    scopus 로고
    • Compressive sampling
    • Madrid, Spain, Aug
    • E. Candes, "Compressive sampling," in Proc. Int. Congr. Math., Madrid, Spain, Aug. 2006 3, pp. 1433-1452.
    • (2006) Proc. Int. Congr. Math , vol.3 , pp. 1433-1452
    • Candes, E.1
  • 36
    • 84863002432 scopus 로고    scopus 로고
    • Sparsity order estimation and its application in compressive spectrum sensing for cognitive radios
    • May
    • Y.Wang, Z. Tian, and C. Feng, "Sparsity order estimation and its application in compressive spectrum sensing for cognitive radios," IEEE Trans. Wireless Commun., vol. 11, no. 6, pp. 2116-2125, May 2012.
    • (2012) IEEE Trans. Wireless Commun , vol.11 , Issue.6 , pp. 2116-2125
    • Wang, Y.1    Tian, Z.2    Feng, C.3
  • 37
    • 85038364063 scopus 로고    scopus 로고
    • UK Office of Communications (Ofcom)
    • Jun
    • UK Office of Communications (Ofcom), "Ofcom TV White Spaces Pilot Update Event," Jun. 2014. [Online]. Available: http://stakeholders.ofcom.org.uk/binaries/spectrum/whitespaces/TVWS Pil otUpdateevent26-06-14presentationPUBLISH.pdf
    • (2014) Ofcom TV White Spaces Pilot Update Event
  • 38
    • 84960333773 scopus 로고    scopus 로고
    • To white space or not to white space: That is the trial within the Ofcom TV white spaces pilot
    • Stockholm, Sweden, Sep
    • O. Holland et al., "To white space or not to white space: That is the trial within the Ofcom TV white spaces pilot," in Proc. IEEE Int. Symp. Dyn. Spectrum Access Netw., Stockholm, Sweden, Sep. 2015, pp. 11-22.
    • (2015) Proc. IEEE Int. Symp. Dyn. Spectrum Access Netw. , pp. 11-22
    • Holland, O.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.