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Volumn 15, Issue 9, 2016, Pages 6487-6501

Convergence analysis and assurance for Gaussian message passing iterative detector in massive MU-MIMO systems

Author keywords

Convergence analysis; Gaussian belief propagation; Gaussian message passing; graph based detection; loopy factor graph; low complexity MIMO detection

Indexed keywords

GAUSSIAN DISTRIBUTION; GRAPHIC METHODS; ITERATIVE METHODS; MEAN SQUARE ERROR; MIMO SYSTEMS; TRELLIS CODES;

EID: 84987903916     PISSN: 15361276     EISSN: None     Source Type: Journal    
DOI: 10.1109/TWC.2016.2585481     Document Type: Article
Times cited : (115)

References (57)
  • 1
    • 84880557558 scopus 로고    scopus 로고
    • MIMO for dvb-ngh, the next generation mobile tv broadcasting
    • Jul
    • D. Argas, D. Gozalvez, D. Gomez-Barquero, and N. Cardona, "MIMO for DVB-NGH, the next generation mobile TV broadcasting," IEEE Commun. Mag., vol. 51, no. 7, pp. 130-137, Jul. 2013
    • (2013) IEEE Commun. Mag , vol.51 , Issue.7 , pp. 130-137
    • Argas, D.1    Gozalvez, D.2    Gomez-Barquero, D.3    Cardona, N.4
  • 2
    • 85032752174 scopus 로고    scopus 로고
    • Scaling up MIMO: Opportunities, and challenges with very large arrays
    • Jan
    • F. Rusek et al., "Scaling up MIMO: Opportunities, and challenges with very large arrays," IEEE Signal Process. Mag., vol. 30, no. 1, pp. 40-60, Jan. 2013
    • (2013) IEEE Signal Process. Mag , vol.30 , Issue.1 , pp. 40-60
    • Rusek, F.1
  • 4
    • 78449301600 scopus 로고    scopus 로고
    • Noncooperative cellular wireless with unlimited numbers of base station antennas
    • Nov
    • T. L. Marzetta, "Noncooperative cellular wireless with unlimited numbers of base station antennas," IEEE Trans. Wireless Commun., vol. 9, no. 11, pp. 3590-3600, Nov. 2010
    • (2010) IEEE Trans. Wireless Commun , vol.9 , Issue.11 , pp. 3590-3600
    • Marzetta, T.L.1
  • 5
    • 84877926659 scopus 로고    scopus 로고
    • Energy, and spectral efficiency of very large multiuser MIMO systems
    • Apr
    • H. Q. Ngo, E. G. Larsson, and T. L. Marzetta, "Energy, and spectral efficiency of very large multiuser MIMO systems," IEEE Trans. Commun., vol. 61, no. 4, pp. 1436-1449, Apr. 2012
    • (2012) IEEE Trans. Commun , vol.61 , Issue.4 , pp. 1436-1449
    • Ngo, H.Q.1    Larsson, E.G.2    Marzetta, T.L.3
  • 6
    • 84872831052 scopus 로고    scopus 로고
    • Spectrally efficient time-frequency training OFDM for mobile large-scale MIMO systems
    • Feb
    • L. Dai, Z. Wang, and Z. Yang, "Spectrally efficient time-frequency training OFDM for mobile large-scale MIMO systems," IEEE J. Sel. Areas Commun., vol. 31, no. 2, pp. 251-263, Feb. 2013
    • (2013) IEEE J. Sel. Areas Commun , vol.31 , Issue.2 , pp. 251-263
    • Dai, L.1    Wang, Z.2    Yang, Z.3
  • 7
    • 84979816173 scopus 로고    scopus 로고
    • Multicell multi-user massive MIMO transmission with downlink training, and pilot contamination precoding
    • to be published. [Online]. Available:
    • J. Zuo, J. Zhang, C. Yuen, W. Jiang, and W. Luo, "Multicell multi-user massive MIMO transmission with downlink training, and pilot contamination precoding," IEEE Trans. Veh. Technol., to be published. [Online]. Available: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?reload=true&arnumber=7234921
    • IEEE Trans. Veh. Technol
    • Zuo, J.1    Zhang, J.2    Yuen, C.3    Jiang, W.4    Luo, W.5
  • 8
    • 84963819046 scopus 로고    scopus 로고
    • Energy-efficient optimal power allocation for fading cognitive radio channels: Ergodic capacity, outage capacity, and minimum-rate capacity
    • Apr
    • F. Zhou, N. C. Beaulieu, Z. Li, J. Si, and P. Qi, "Energy-efficient optimal power allocation for fading cognitive radio channels: Ergodic capacity, outage capacity, and minimum-rate capacity," IEEE Trans. Wireless Commun., vol. 15, no. 4, pp. 2741-2755, Apr. 2016
    • (2016) IEEE Trans. Wireless Commun , vol.15 , Issue.4 , pp. 2741-2755
    • Zhou, F.1    Beaulieu, N.C.2    Li, Z.3    Si, J.4    Qi, P.5
  • 9
    • 84872875302 scopus 로고    scopus 로고
    • Massive MIMO in the UL/DL of cellular networks: How many antennas do we need?
    • Feb
    • J. Hoydis, S. ten Brink, and M. Debbah, "Massive MIMO in the UL/DL of cellular networks: How many antennas do we need?" IEEE J. Sel. Areas Commun., vol. 31, no. 2, pp. 160-171, Feb. 2013
    • (2013) IEEE J. Sel. Areas Commun , vol.31 , Issue.2 , pp. 160-171
    • Hoydis, J.1    And Brink Ten, S.2    Debbah, M.3
  • 10
    • 84872833837 scopus 로고    scopus 로고
    • PAR-Aware large-scale multi-user MIMOOFDM downlink
    • Feb
    • C. Studer, and E. G. Larsson, "PAR-Aware large-scale multi-user MIMOOFDM downlink," IEEE J. Sel. Areas Commun., vol. 31, no. 2, pp. 303-313, Feb. 2013
    • (2013) IEEE J. Sel. Areas Commun , vol.31 , Issue.2 , pp. 303-313
    • Studer, C.1    Larsson, E.G.2
  • 11
    • 84872917874 scopus 로고    scopus 로고
    • Inter-cell interference in noncooperative TDD large scale antenna systems
    • Feb
    • F. Fernandes, A. Ashikhmin, and T. L. Marzetta, "Inter-cell interference in noncooperative TDD large scale antenna systems," IEEE J. Sel. Areas Commun., vol. 31, no. 2, pp. 192-201, Feb. 2013
    • (2013) IEEE J. Sel. Areas Commun , vol.31 , Issue.2 , pp. 192-201
    • Fernandes, F.1    Ashikhmin, A.2    Marzetta, T.L.3
  • 12
    • 84961564550 scopus 로고    scopus 로고
    • Distributed user scheduling for MIMO-Y channel
    • Dec
    • H. Gao, C. Yuen, Y. Ren, T. Lv, and W. Long, "Distributed user scheduling for MIMO-Y channel," IEEE Trans. Wireless Commun., vol. 14, no. 2, pp. 7123-7139, Dec. 2015
    • (2015) IEEE Trans. Wireless Commun , vol.14 , Issue.2 , pp. 7123-7139
    • Gao, H.1    Yuen, C.2    Ren, Y.3    Lv, T.4    Long, W.5
  • 16
    • 84905226784 scopus 로고    scopus 로고
    • Large-scale mimo detection for 3gpp LTE: Algorithms, and FPGA implementations
    • Oct
    • M. Wu, B. Yin, G. Wang, C. Dick, J. R. Cavallaro, and C. Studer, "Large-scale MIMO detection for 3GPP LTE: Algorithms, and FPGA implementations," IEEE J. Sel. Topics Signal Process, vol. 8, no. 5, pp. 916-929, Oct. 2014
    • (2014) IEEE J. Sel. Topics Signal Process , vol.8 , Issue.5 , pp. 916-929
    • Wu, M.1    Yin, B.2    Wang, G.3    Dick, C.4    Cavallaro, J.R.5    Studer, C.6
  • 17
    • 84906814354 scopus 로고    scopus 로고
    • Low-complexity near-optimal signal detection for uplink large-scale MIMO systems
    • Aug
    • X. Gao, L. Dai, Y. Ma, and Z. Wang, "Low-complexity near-optimal signal detection for uplink large-scale MIMO systems," Electron. Lett., vol. 50, no. 18, pp. 1326-1328, Aug. 2014
    • (2014) Electron. Lett , vol.50 , Issue.18 , pp. 1326-1328
    • Gao, X.1    Dai, L.2    Ma, Y.3    Wang, Z.4
  • 18
    • 84919460042 scopus 로고    scopus 로고
    • Low-complexity MMSE signal detection based on Richardson method for large-scale MIMO systems
    • Sep
    • X. Gao, L. Dai, C. Yuen, and Y. Zhang, "Low-complexity MMSE signal detection based on Richardson method for large-scale MIMO systems," in Proc. IEEE 80th Veh. Technol. Conf., Sep. 2014, pp. 1-5
    • (2014) Proc. IEEE 80th Veh. Technol. Conf , pp. 1-5
    • Gao, X.1    Dai, L.2    Yuen, C.3    Zhang, Y.4
  • 19
    • 84940432755 scopus 로고    scopus 로고
    • Low-complexity soft-output signal detection based on Gauss-Seidel method for uplink multiuser large-scale MIMO systems
    • Oct
    • L. Dai, X. Gao, X. Su, S. Han, C.-L. I, and Z. Wang, "Low-complexity soft-output signal detection based on Gauss-Seidel method for uplink multiuser large-scale MIMO systems," IEEE Trans. Veh. Technol., vol. 64, no. 10, pp. 4839-4845, Oct. 2015
    • (2015) IEEE Trans. Veh. Technol , vol.64 , Issue.10 , pp. 4839-4845
    • Dai, L.1    Gao, X.2    Su, X.3    Han, S.4    Wang, Z.5
  • 20
    • 0035246123 scopus 로고    scopus 로고
    • Codes on graphs: Normal realizations
    • Feb
    • G. D. Forney, Jr., "Codes on graphs: Normal realizations," IEEE Trans. Inf. Theory, vol. 47, no. 2, pp. 520-548, Feb. 2001
    • (2001) IEEE Trans. Inf. Theory , vol.47 , Issue.2 , pp. 520-548
    • Forney, G.D.1
  • 21
    • 0035246564 scopus 로고    scopus 로고
    • Factor graphs, and the sum-product algorithm
    • Feb
    • F. R. Kschischang, B. J. Frey, and H.-A. Loeliger, "Factor graphs, and the sum-product algorithm," IEEE Trans. Inf. Theory, vol. 47, no. 2, pp. 498-519, Feb. 2001
    • (2001) IEEE Trans. Inf. Theory , vol.47 , Issue.2 , pp. 498-519
    • Kschischang, F.R.1    Frey, B.J.2    Loeliger, H.-A.3
  • 22
    • 85032780651 scopus 로고    scopus 로고
    • An introduction to factor graphs
    • Jan
    • H.-A. Loeliger, "An introduction to factor graphs," IEEE Signal Process. Mag., vol. 21, no. 1, pp. 28-41, Jan. 2004
    • (2004) IEEE Signal Process. Mag , vol.21 , Issue.1 , pp. 28-41
    • Loeliger, H.-A.1
  • 23
    • 0141982945 scopus 로고    scopus 로고
    • Least squares, and Kalman filtering on Forney graphs
    • R. E. Blahut, and R. Koetter, Eds. Norwell, MA, USA: Kluwer
    • H.-A. Loeliger, "Least squares, and Kalman filtering on Forney graphs," in Codes, Graphs, and Systems, R. E. Blahut, and R. Koetter, Eds. Norwell, MA, USA: Kluwer, 2002, pp. 113-135
    • (2002) Codes, Graphs, and Systems , pp. 113-135
    • Loeliger, H.-A.1
  • 26
    • 70449495683 scopus 로고    scopus 로고
    • Fixing convergence of Gaussian belief propagation
    • Seoul, South Korea
    • J. K. Johnson, D. Bickson, and D. Dolev, "Fixing convergence of Gaussian belief propagation," in Proc. Int. Symp. Inf. Theory (ISIT), Seoul, South Korea, 2009, pp. 1674-1678
    • (2009) Proc. Int. Symp. Inf. Theory (ISIT , pp. 1674-1678
    • Johnson, J.K.1    Bickson, D.2    Dolev, D.3
  • 27
    • 65749093435 scopus 로고    scopus 로고
    • Convergence of min-sum message passing for quadratic optimization
    • May
    • C. C. Moallemi, and B. Van Roy, "Convergence of min-sum message passing for quadratic optimization," IEEE Trans. Inf. Theory, vol. 55, no. 5, pp. 2413-2423, May 2009
    • (2009) IEEE Trans. Inf. Theory , vol.55 , Issue.5 , pp. 2413-2423
    • Moallemi, C.C.1    Van Roy, B.2
  • 28
    • 0035246323 scopus 로고    scopus 로고
    • On the optimality of solutions of the maxproduct belief-propagation algorithm in arbitrary graphs
    • Feb
    • Y. Weiss, and W. T. Freeman, "On the optimality of solutions of the maxproduct belief-propagation algorithm in arbitrary graphs," IEEE Trans. Inf. Theory, vol. 47, no. 2, pp. 736-744, Feb. 2001
    • (2001) IEEE Trans. Inf. Theory , vol.47 , Issue.2 , pp. 736-744
    • Weiss, Y.1    Freeman, W.T.2
  • 29
    • 0011952756 scopus 로고    scopus 로고
    • Correctness of belief propagation in Gaussian graphical models of arbitrary topology
    • Oct
    • Y. Weiss, and W. Freeman, "Correctness of belief propagation in Gaussian graphical models of arbitrary topology," Neural Comput., vol. 13, no. 10, pp. 2173-2200, Oct. 2001
    • (2001) Neural Comput , vol.13 , Issue.10 , pp. 2173-2200
    • Weiss, Y.1    Freeman, W.2
  • 30
    • 33749346853 scopus 로고    scopus 로고
    • Walk-sums, and belief propagation in Gaussian graphical models
    • D. M. Malioutov, J. K. Johnson, and A. S. Willsky, "Walk-sums, and belief propagation in Gaussian graphical models," J. Mach. Learn. Res., vol. 7, no. 1, pp. 2031-2064, 2006
    • (2006) J. Mach. Learn. Res , vol.7 , Issue.1 , pp. 2031-2064
    • Malioutov, D.M.1    Johnson, J.K.2    Willsky, A.S.3
  • 31
    • 84906819119 scopus 로고    scopus 로고
    • Convergence analysis of the variance in Gaussian belief propagation
    • Oct
    • Q. Su, and Y.-C. Wu, "Convergence analysis of the variance in Gaussian belief propagation," IEEE Trans. Signal Process., vol. 62, no. 19, pp. 5119-5131, Oct. 2014
    • (2014) IEEE Trans. Signal Process , vol.62 , Issue.19 , pp. 5119-5131
    • Su, Q.1    Wu, Y.-C.2
  • 32
    • 38849090643 scopus 로고    scopus 로고
    • LMMSE turbo equalization based on factor graphs
    • Feb
    • Q. Guo, and L. Ping, "LMMSE turbo equalization based on factor graphs," IEEE J. Sel. Areas Commun., vol. 26, no. 2, pp. 311-319, Feb. 2008
    • (2008) IEEE J. Sel. Areas Commun , vol.26 , Issue.2 , pp. 311-319
    • Guo, Q.1    Ping, L.2
  • 34
    • 0035246125 scopus 로고    scopus 로고
    • An analysis of belief propagation on the turbo decoding graph with Gaussian densities
    • Feb
    • P. Rusmevichientong, and B. Van Roy, "An analysis of belief propagation on the turbo decoding graph with Gaussian densities," IEEE Trans. Inf. Theory, vol. 47, no. 2, pp. 745-765, Feb. 2001
    • (2001) IEEE Trans. Inf. Theory , vol.47 , Issue.2 , pp. 745-765
    • Rusmevichientong, P.1    Van Roy, B.2
  • 35
    • 0036648193 scopus 로고    scopus 로고
    • Iterative multiuser joint decoding: Unified framework, and asymptotic analysis
    • Jul
    • J. Boutros, and G. Caire, "Iterative multiuser joint decoding: Unified framework, and asymptotic analysis," IEEE Trans. Inf. Theory, vol. 48, no. 7, pp. 1772-1793, Jul. 2002
    • (2002) IEEE Trans. Inf. Theory , vol.48 , Issue.7 , pp. 1772-1793
    • Boutros, J.1    Caire, G.2
  • 36
    • 33751033441 scopus 로고    scopus 로고
    • Analysis of belief propagation for non-linear problems: The example of cdma (or: How to prove tanaka?s formula)
    • Punta del Este, Punta del Este, Uruguay, Mar
    • A. Montanari, and D. Tse, "Analysis of belief propagation for non-linear problems: The example of CDMA (or: How to prove Tanaka?s formula)," in IEEE Inf. Theory Workshop (ITW), Punta del Este, Punta del Este, Uruguay, Mar. 2006, pp. 160-164
    • (2006) IEEE Inf. Theory Workshop (ITW , pp. 160-164
    • Montanari, A.1    Tse, D.2
  • 37
    • 84907216708 scopus 로고    scopus 로고
    • Lowcomplexity iterative detection for large-scale multiuser MIMO-OFDM systems using approximate message passing
    • Oct
    • S. Wu, L. Kuang, Z. Ni, J. Lu, D. D. Huang, and Q. Guo, "Lowcomplexity iterative detection for large-scale multiuser MIMO-OFDM systems using approximate message passing," IEEE J. Sel. Topics Signal Process., vol. 8, no. 5, pp. 902-915, Oct. 2014
    • (2014) IEEE J. Sel. Topics Signal Process , vol.8 , Issue.5 , pp. 902-915
    • Wu, S.1    Kuang, L.2    Ni, Z.3    Lu, J.4    Huang, D.D.5    Guo, Q.6
  • 38
    • 84902970516 scopus 로고    scopus 로고
    • Low-complexity MIMO detection based on belief propagation over pairwise graphs
    • Jun
    • S. Yoon, and C.-B. Chae, "Low-complexity MIMO detection based on belief propagation over pairwise graphs," IEEE Trans. Veh. Technol., vol. 63, no. 5, pp. 2363-2377, Jun. 2014
    • (2014) IEEE Trans. Veh. Technol , vol.63 , Issue.5 , pp. 2363-2377
    • Yoon, S.1    Chae, C.-B.2
  • 40
    • 0003579258 scopus 로고    scopus 로고
    • Cambridge U.K.: Cambridge Univ. Press
    • S. Verdú, Multiuser Detection. Cambridge, U.K.: Cambridge Univ. Press, 1998
    • (1998) Multiuser Detection
    • Verdú, S.1
  • 41
    • 84919781032 scopus 로고    scopus 로고
    • Random matrix theory, and wireless communications
    • A. M. Tulino, and S. Verdú, "Random matrix theory, and wireless communications," Commun. Inf. Theory, vol. 1, no. 1, pp. 1-182, 2004
    • (2004) Commun. Inf. Theory , vol.1 , Issue.1 , pp. 1-182
    • Tulino, A.M.1    Verdú, S.2
  • 43
    • 0035340476 scopus 로고    scopus 로고
    • Detectionestimation of more uncorrelated Gaussian sources than sensors in nonuniform linear antenna arrays-Part I: Fully augmentable arrays
    • May
    • Y. I. Abramovich, N. K. Spencer, and A. Y. Gorokhov, "Detectionestimation of more uncorrelated Gaussian sources than sensors in nonuniform linear antenna arrays-Part I: Fully augmentable arrays," IEEE Trans. Signal Process., vol. 49, no. 5, pp. 959-971, May 2001
    • (2001) IEEE Trans. Signal Process , vol.49 , Issue.5 , pp. 959-971
    • Abramovich, Y.I.1    Spencer, N.K.2    Gorokhov, A.Y.3
  • 44
    • 84870563181 scopus 로고    scopus 로고
    • Rate allocation for transmission of two Gaussian sources over multiple access fading channels
    • Nov
    • V. Kafedziski, "Rate allocation for transmission of two Gaussian sources over multiple access fading channels," IEEE Commun. Lett., vol. 16, no. 11, pp. 1784-1787, Nov. 2012
    • (2012) IEEE Commun. Lett , vol.16 , Issue.11 , pp. 1784-1787
    • Kafedziski, V.1
  • 45
    • 33947412711 scopus 로고    scopus 로고
    • GLRT-based threshold detection-estimation performance improvement, and application to uniform circular antenna arrays
    • Jan
    • Y. I. Abramovich, N. K. Spencer, and A. Y. Gorokhov, "GLRT-based threshold detection-estimation performance improvement, and application to uniform circular antenna arrays," IEEE Trans. Signal Process., vol. 55, no. 1, pp. 20-31, Jan. 2007
    • (2007) IEEE Trans. Signal Process , vol.55 , Issue.1 , pp. 20-31
    • Abramovich, Y.I.1    Spencer, N.K.2    Gorokhov, A.Y.3
  • 46
    • 39749180305 scopus 로고    scopus 로고
    • Adaptive network coded cooperation (ANCC) for wireless relay networks: Matching code-on-graph with network-ongraph
    • Feb
    • X. Bao, and J. Li, "Adaptive network coded cooperation (ANCC) for wireless relay networks: Matching code-on-graph with network-ongraph," IEEE Trans. Wireless Commun., vol. 7, no. 2, pp. 574-583, Feb. 2008
    • (2008) IEEE Trans. Wireless Commun , vol.7 , Issue.2 , pp. 574-583
    • Bao, X.1    Li, J.2
  • 47
    • 79955466315 scopus 로고    scopus 로고
    • Optimal network size, and encoding rate for wireless sensor network-based decentralized estimation under power, and bandwidth constraints
    • Apr
    • J. Matamoros, and C. Anton-Haro, "Optimal network size, and encoding rate for wireless sensor network-based decentralized estimation under power, and bandwidth constraints," IEEE Trans. Wireless Commun., vol. 10, no. 4, pp. 1121-1131, Apr. 2011
    • (2011) IEEE Trans. Wireless Commun , vol.10 , Issue.4 , pp. 1121-1131
    • Matamoros, J.1    Anton-Haro, C.2
  • 48
    • 84871648909 scopus 로고    scopus 로고
    • Energy-efficient sensing, and communication of parallel Gaussian sources
    • Sep
    • X. Liu, O. Simeone, and E. Erkip, "Energy-efficient sensing, and communication of parallel Gaussian sources," IEEE Trans. Commun., vol. 60, no. 12, pp. 3826-3835, Sep. 2012
    • (2012) IEEE Trans. Commun , vol.60 , Issue.12 , pp. 3826-3835
    • Liu, X.1    Simeone, O.2    Erkip, E.3
  • 51
    • 0032680475 scopus 로고    scopus 로고
    • Multilevel codes: Theoretical concepts, and practical design rules
    • Jul
    • U. Wachsmann, R. F. H. Fischer, and J. B. Huber, "Multilevel codes: Theoretical concepts, and practical design rules," IEEE Trans. Inf. Theory, vol. 45, no. 5, pp. 1361-1391, Jul. 1999
    • (1999) IEEE Trans. Inf. Theory , vol.45 , Issue.5 , pp. 1361-1391
    • Wachsmann, U.1    Fischer, R.F.H.2    Huber, J.B.3
  • 52
    • 0032625344 scopus 로고    scopus 로고
    • Time-division versus superposition coded modulation schemes for unequal error protection
    • Mar
    • S. Gadkari, and K. Rose, "Time-division versus superposition coded modulation schemes for unequal error protection," IEEE Trans. Commun., vol. 47, no. 3, pp. 370-379, Mar. 1999
    • (1999) IEEE Trans. Commun , vol.47 , Issue.3 , pp. 370-379
    • Gadkari, S.1    Rose, K.2
  • 53
    • 33846095794 scopus 로고    scopus 로고
    • An MSE-based transfer chart for analyzing iterative decoding schemes using a Gaussian approximation
    • Jan
    • K. Bhattad, and K. R. Narayanan, "An MSE-based transfer chart for analyzing iterative decoding schemes using a Gaussian approximation," IEEE Trans. Inf. Theory, vol. 53, no. 1, pp. 22-38, Jan. 2007
    • (2007) IEEE Trans. Inf. Theory , vol.53 , Issue.1 , pp. 22-38
    • Bhattad, K.1    Narayanan, K.R.2
  • 54
    • 17644366813 scopus 로고    scopus 로고
    • Mutual information, and minimum mean-square error in Gaussian channels
    • Apr
    • D. Guo, S. Shamai (Shitz), and S. Verdú, "Mutual information, and minimum mean-square error in Gaussian channels," IEEE Trans. Inf. Theory, vol. 51, no. 4, pp. 1261-1282, Apr. 2005
    • (2005) IEEE Trans. Inf. Theory , vol.51 , Issue.4 , pp. 1261-1282
    • Guo, D.1    Shamai, S.2    Verdú, S.3
  • 55
    • 0346707319 scopus 로고    scopus 로고
    • Low-rate turbo-Hadamard codes
    • Dec
    • L. Ping, W. K. Leung, and K. Y. Wu, "Low-rate turbo-Hadamard codes," IEEE Trans. Inf. Theory, vol. 49, no. 12, pp. 3213-3224, Dec. 2003
    • (2003) IEEE Trans. Inf. Theory , vol.49 , Issue.12 , pp. 3213-3224
    • Ping, L.1    Leung, W.K.2    Wu, K.Y.3
  • 56
    • 0742307430 scopus 로고    scopus 로고
    • Approaching the capacity of multiple access channels using interleaved low-rate codes
    • Jan
    • L. Ping, L. Liu, K. Y. Wu, and W. K. Leung, "Approaching the capacity of multiple access channels using interleaved low-rate codes," IEEE Commun. Lett., vol. 8, no. 1, pp. 4-6, Jan. 2004
    • (2004) IEEE Commun. Lett , vol.8 , Issue.1 , pp. 4-6
    • Ping, L.1    Liu, L.2    Wu, K.Y.3    Leung, W.K.4
  • 57
    • 84969765658 scopus 로고    scopus 로고
    • Large system analysis of cognitive radio network via partially-projected regularized zero-forcing precoding
    • Sep
    • J. Zhang, C.-K. Wen, C. Yuen, S. Jin, and X. Gao, "Large system analysis of cognitive radio network via partially-projected regularized zero-forcing precoding," IEEE Trans. Wireless Commun., vol. 14, no. 9, pp. 4934-4947, Sep. 2015
    • (2015) IEEE Trans. Wireless Commun , vol.14 , Issue.9 , pp. 4934-4947
    • Zhang, J.1    Wen, C.-K.2    Yuen, C.3    Jin, S.4    Gao, X.5


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