메뉴 건너뛰기




Volumn 63, Issue 22, 2015, Pages 5897-5909

Subspace Identification for DOA Estimation in Massive/Full-Dimension MIMO Systems: Bad Data Mitigation and Automatic Source Enumeration

Author keywords

Massive MIMO; multidimensional signal processing; robust estimation; subspace method

Indexed keywords

ALGORITHMS; ANTENNAS; ITERATIVE METHODS; MIMO SYSTEMS; SIGNAL PROCESSING;

EID: 84959334366     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2015.2458788     Document Type: Article
Times cited : (63)

References (43)
  • 1
    • 84896823919 scopus 로고    scopus 로고
    • Massive MIMO for next generation wireless systems
    • Feb.
    • E. G. Larsson, O. Edfors, F. Tufvesson, T. L. Marzetta, "Massive MIMO for next generation wireless systems," IEEE Commun. Mag., vol. 52, no. 2, pp. 186-195, Feb. 2014.
    • (2014) IEEE Commun. Mag. , vol.52 , Issue.2 , pp. 186-195
    • Larsson, E.G.1    Edfors, O.2    Tufvesson, F.3    Marzetta, T.L.4
  • 2
    • 84872840920 scopus 로고    scopus 로고
    • A coordinated approach to channel estimation in large-scale multiple-antenna systems
    • Feb.
    • H. Yin, D. Gesbert, M. Filippou, Y. Liu, "A coordinated approach to channel estimation in large-scale multiple-antenna systems," IEEE J. Sel. Areas Commun., vol. 31, no. 2, pp. 264-273, Feb. 2013.
    • (2013) IEEE J. Sel. Areas Commun. , vol.31 , Issue.2 , pp. 264-273
    • Yin, H.1    Gesbert, D.2    Filippou, M.3    Liu, Y.4
  • 3
    • 84901264639 scopus 로고    scopus 로고
    • Optimal pilot beam pattern design for massive MIMO systems
    • Pacific Grove, CA, USA, Nov.
    • S. Noh, M. D. Zoltowski, Y. Sung, D. J. Love, "Optimal pilot beam pattern design for massive MIMO systems," in Proc. IEEE ASILOMAR, Pacific Grove, CA, USA, Nov. 2013, pp. 2072-2076.
    • (2013) Proc. IEEE ASILOMAR , pp. 2072-2076
    • Noh, S.1    Zoltowski, M.D.2    Sung, Y.3    Love, D.J.4
  • 4
    • 84884379186 scopus 로고    scopus 로고
    • Joint spatial division and multiplexing: The large-scale array regime
    • Oct.
    • A. Adhikary, J. Nam, J.-Y. Ahn, G. Caire, "Joint spatial division and multiplexing: The large-scale array regime," IEEE Trans. Inf. Theory, vol. 59, no. 10, pp. 6441-6463, Oct. 2013.
    • (2013) IEEE Trans. Inf. Theory , vol.59 , Issue.10 , pp. 6441-6463
    • Adhikary, A.1    Nam, J.2    Ahn, J.-Y.3    Caire, G.4
  • 5
    • 84907000552 scopus 로고    scopus 로고
    • Kronecker product correlation model and limited feedback codebook design in a 3D channel model
    • Jun.
    • D. Ying, F. W. Vook, T. A. Thomas, D. J. Love, A. Ghosh, "Kronecker product correlation model and limited feedback codebook design in a 3D channel model," in Proc. IEEE Int. Conf. Commun., Jun. 2014.
    • (2014) Proc. IEEE Int. Conf. Commun.
    • Ying, D.1    Vook, F.W.2    Thomas, T.A.3    Love, D.J.4    Ghosh, A.5
  • 6
    • 84958194134 scopus 로고    scopus 로고
    • A new approach to user scheduling in massive multi-user MIMO broadcast channels
    • [Online]. Available: submitted for publication
    • G. Lee and Y. Sung, "A new approach to user scheduling in massive multi-user MIMO broadcast channels," IEEE Trans. Inf. Theory [Online]. Available: http://arxiv.org/abs/1403.6931, submitted for publication
    • IEEE Trans. Inf. Theory
    • Lee, G.1    Sung, Y.2
  • 7
    • 29144462560 scopus 로고    scopus 로고
    • Three-dimensional spatial fading correlation models for compact MIMO receivers
    • S. Yong and J. Thompson, "Three-dimensional spatial fading correlation models for compact MIMO receivers," IEEE Trans. Wireless Commun., vol. 4, no. 6, pp. 2856-2869, 2005.
    • (2005) IEEE Trans. Wireless Commun. , vol.4 , Issue.6 , pp. 2856-2869
    • Yong, S.1    Thompson, J.2
  • 8
    • 3142763151 scopus 로고    scopus 로고
    • A 3-dimensional spatial fading correlation model for uniform rectangular arrays
    • S. K. Yong and J. S. Thompson, "A 3-dimensional spatial fading correlation model for uniform rectangular arrays," IEEE Antennas Wireless Propag. Lett., vol. 2, no. 1, pp. 182-185, 2003.
    • (2003) IEEE Antennas Wireless Propag. Lett. , vol.2 , Issue.1 , pp. 182-185
    • Yong, S.K.1    Thompson, J.S.2
  • 9
    • 0031998521 scopus 로고    scopus 로고
    • Overview of spatial channel models for antenna array communication systems
    • Feb.
    • R. B. Ertel, P. Cardieri, K. W. Sowerby, T. S. Rappaport, J. H. Reed, "Overview of spatial channel models for antenna array communication systems," IEEE Pers. Commun., vol. 5, no. 1, pp. 10-22, Feb. 1998.
    • (1998) IEEE Pers. Commun. , vol.5 , Issue.1 , pp. 10-22
    • Ertel, R.B.1    Cardieri, P.2    Sowerby, K.W.3    Rappaport, T.S.4    Reed, J.H.5
  • 10
    • 84879075799 scopus 로고    scopus 로고
    • Full-dimension MIMO (FD-MIMO) for next generation cellular technology
    • June
    • Y.-H. Nam, B. L. Ng, K. Sayana, Y. Li, J. Zhang, Y. Kim, J. Lee, "Full-dimension MIMO (FD-MIMO) for next generation cellular technology," IEEE Commun. Mag., vol. 51, no. 6, pp. 172-179, June 2013.
    • (2013) IEEE Commun. Mag. , vol.51 , Issue.6 , pp. 172-179
    • Nam, Y.-H.1    Ng, B.L.2    Sayana, K.3    Li, Y.4    Zhang, J.5    Kim, Y.6    Lee, J.7
  • 11
    • 84903593060 scopus 로고    scopus 로고
    • Full dimension MIMO (FD-MIMO): The next evolution of MIMO in LTE systems
    • Apr.
    • Y. Kim et al., "Full dimension mimo (FD-MIMO): The next evolution of MIMO in LTE systems," IEEE Wireless Commun., vol. 21, no. 2, pp. 26-33, Apr. 2014.
    • (2014) IEEE Wireless Commun. , vol.21 , Issue.2 , pp. 26-33
    • Kim, Y.1
  • 13
    • 0030193445 scopus 로고    scopus 로고
    • Two decades of array signal processing research: The parametric approach
    • H. Krim and M. Viberg, "Two decades of array signal processing research: The parametric approach," IEEE Signal Process. Mag., vol. 13, no. 4, pp. 67-94, 1996.
    • (1996) IEEE Signal Process. Mag. , vol.13 , Issue.4 , pp. 67-94
    • Krim, H.1    Viberg, M.2
  • 14
    • 84875639106 scopus 로고    scopus 로고
    • Low complexity direction of arrival (DoA) estimation for 2D massive MIMO systems
    • Dec. 3-7
    • A. Wang, L. Liu, J. Zhang, "Low complexity direction of arrival (DoA) estimation for 2D massive MIMO systems," in Proc. IEEE Globecom Workshops (GC Wkshps), Dec. 3-7, 2012, pp. 703-707.
    • (2012) Proc. IEEE Globecom Workshops (GC Wkshps) , pp. 703-707
    • Wang, A.1    Liu, L.2    Zhang, J.3
  • 15
    • 84891368211 scopus 로고    scopus 로고
    • DoA estimation and capacity analysis for 2D active massive MIMO systems
    • Jun. 9-13
    • Y. Zhu, L. Liu, A. Wang, K. Sayana, J. Zhang, "DoA estimation and capacity analysis for 2D active massive MIMO systems," in Proc. IEEE Int. Conf. Commun. (ICC), Jun. 9-13, 2013, pp. 4630-4634.
    • (2013) Proc. IEEE Int. Conf. Commun. (ICC) , pp. 4630-4634
    • Zhu, Y.1    Liu, L.2    Wang, A.3    Sayana, K.4    Zhang, J.5
  • 16
    • 0030084734 scopus 로고    scopus 로고
    • Closed-form 2D angle estimation with rectangular arrays in element space or beamspace via unitary ESPRIT
    • Feb.
    • M. D. Zoltowski, M. Haardt, C. P. Mathews, "Closed-form 2D angle estimation with rectangular arrays in element space or beamspace via unitary ESPRIT," IEEE Trans. Signal Process., vol. 44, no. 2, pp. 316-328, Feb. 1996.
    • (1996) IEEE Trans. Signal Process. , vol.44 , Issue.2 , pp. 316-328
    • Zoltowski, M.D.1    Haardt, M.2    Mathews, C.P.3
  • 17
    • 77950886959 scopus 로고    scopus 로고
    • On the MUSIC-derived approaches of angle estimation for bistatic MIMO radar
    • Dec.
    • X. Gao et al., "On the MUSIC-derived approaches of angle estimation for bistatic MIMO radar," in Proc. Int. Conf. Wireless Netw. Inf. Syst. (WNIS), Dec. 2009, pp. 343-346.
    • (2009) Proc. Int. Conf. Wireless Netw. Inf. Syst. (WNIS) , pp. 343-346
    • Gao, X.1
  • 18
    • 36148983849 scopus 로고    scopus 로고
    • Efficient computation of the azimuth and elevation angles of the sources by using unitary matrix pencil method (2-D UMP)
    • N. Yilmazer and T. K. Sarkar, "Efficient computation of the azimuth and elevation angles of the sources by using unitary matrix pencil method (2-D UMP)," in Proc. IEEE Antennas Propag. So. Int. Symp., 2006, pp. 1145-1148.
    • (2006) Proc. IEEE Antennas Propag. So. Int. Symp. , pp. 1145-1148
    • Yilmazer, N.1    Sarkar, T.K.2
  • 19
    • 46649109335 scopus 로고    scopus 로고
    • Higher-order SVD based subspace estimation to improve the parameter estimation accuracy in multi-dimensional harmonic retrieval problems
    • July
    • M. Haardt, F. Roemer, G. D. Galdo, "Higher-order SVD based subspace estimation to improve the parameter estimation accuracy in multi-dimensional harmonic retrieval problems," IEEE Trans. Signal Process., vol. 56, no. 7, pp. 3198-3213, July 2008.
    • (2008) IEEE Trans. Signal Process. , vol.56 , Issue.7 , pp. 3198-3213
    • Haardt, M.1    Roemer, F.2    Galdo, G.D.3
  • 20
    • 84900007793 scopus 로고    scopus 로고
    • Analytical performance assessment of multi-dimensional matrix-and tensor-based ESPRIT-type algorithms
    • Apr.
    • F. Roemer, M. Haardt, G. D. Galdo, "Analytical performance assessment of multi-dimensional matrix-and tensor-based ESPRIT-type algorithms," IEEE Trans. Signal Process., vol. 62, no. 10, pp. 2611-2625, Apr. 2014.
    • (2014) IEEE Trans. Signal Process. , vol.62 , Issue.10 , pp. 2611-2625
    • Roemer, F.1    Haardt, M.2    Galdo, G.D.3
  • 22
    • 84888865591 scopus 로고    scopus 로고
    • Robust multi-dimensional model order estimation in the presence of brief sensor failures
    • Y. Cheng and M. Haardt, "Robust multi-dimensional model order estimation in the presence of brief sensor failures," in Proc. IEEE Int. Conf. Digit. Signal Process. (DSP 2013), pp. 1-7.
    • (2013) Proc. IEEE Int. Conf. Digit. Signal Process. (DSP , pp. 1-7
    • Cheng, Y.1    Haardt, M.2
  • 23
    • 80051628018 scopus 로고    scopus 로고
    • Source number estimation in impulsive noise environments using bootstrap techniques and robust statistics
    • Prague, Czech Republic, May 22-27
    • Z. Lu, Y. Chakhchoukh, A. M. Zoubir, "Source number estimation in impulsive noise environments using bootstrap techniques and robust statistics," in Proc. Int. Conf. Acoust., Speech, Signal Process. (ICASSP), Prague, Czech Republic, May 22-27, 2011, pp. 2712-2715.
    • (2011) Proc. Int. Conf. Acoust., Speech, Signal Process. (ICASSP) , pp. 2712-2715
    • Lu, Z.1    Chakhchoukh, Y.2    Zoubir, A.M.3
  • 24
    • 68649096448 scopus 로고    scopus 로고
    • Tensor decompositions and applications
    • T. G. Kolda and B. W. Bader, "Tensor decompositions and applications," SIAM Rev., vol. 51, pp. 455-500.
    • SIAM Rev. , vol.51 , pp. 455-500
    • Kolda, T.G.1    Bader, B.W.2
  • 25
    • 0038959172 scopus 로고    scopus 로고
    • Probabilistic principle component analysis
    • M. E. Tipping and C. M. Bishop, "Probabilistic principle component analysis," J. Roy. Statist. Soc. B, vol. 61, no. 3, pp. 611-622, 1999.
    • (1999) J. Roy. Statist. Soc. B , vol.61 , Issue.3 , pp. 611-622
    • Tipping, M.E.1    Bishop, C.M.2
  • 27
    • 80052891985 scopus 로고    scopus 로고
    • Bayesian robust principal component analysis,"
    • X. Ding, L. He, L. Carin, "Bayesian robust principal component analysis," IEEE Trans. Image Process., vol. 29, no. 12, pp. 3419-3430, 2011.
    • (2011) IEEE Trans. Image Process. , vol.29 , Issue.12 , pp. 3419-3430
    • Ding, X.1    He, L.2    Carin, L.3
  • 30
    • 65749118363 scopus 로고    scopus 로고
    • Graphical models, exponential families, variational inference
    • Jan.
    • M. J. Wainwright and M. I. Jordan, "Graphical models, exponential families, variational inference," Found. Trends Mach. Learn., vol. 1, no. 102, pp. 1-305, Jan. 2008.
    • (2008) Found. Trends Mach. Learn. , vol.1 , Issue.102 , pp. 1-305
    • Wainwright, M.J.1    Jordan, M.I.2
  • 32
    • 57749104755 scopus 로고    scopus 로고
    • Multi-HDP: A non-parametric Bayesian model for tensor factorization
    • I. Porteous, E. Bart, M. Welling, "Multi-HDP: A non-parametric Bayesian model for tensor factorization," in Proc. AAAI, 2008, pp. 1487-1490.
    • (2008) Proc. AAAI , pp. 1487-1490
    • Porteous, I.1    Bart, E.2    Welling, M.3
  • 34
    • 84920982450 scopus 로고    scopus 로고
    • Bayesian nonparametric models for multiway data analysis
    • Z. Xu, F. Yan, Y. Qi, "Bayesian nonparametric models for multiway data analysis," IEEE Trans. Pattern Anal. Mach. Intell., vol. 37, no. 2, pp. 475-487, 2015.
    • (2015) IEEE Trans. Pattern Anal. Mach. Intell. , vol.37 , Issue.2 , pp. 475-487
    • Xu, Z.1    Yan, F.2    Qi, Y.3
  • 36
    • 0039713775 scopus 로고
    • On scale mixtures of normal distributions
    • M. West, "On scale mixtures of normal distributions," Biometrika, vol. 74, no. 3, pp. 646-648, 1987.
    • (1987) Biometrika , vol.74 , Issue.3 , pp. 646-648
    • West, M.1
  • 37
  • 43
    • 84961594668 scopus 로고    scopus 로고
    • Bounds for 2-D angle-of-arrival estimation with separate and joint processing
    • L. Mailaender, "Bounds for 2-D angle-of-arrival estimation with separate and joint processing," in EURASIP J. Adv. Signal Process., 2011, pp. 1-11.
    • (2011) EURASIP J. Adv. Signal Process. , pp. 1-11
    • Mailaender, L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.