Multiple-antenna capacity in the low-power regime

IEEE Transactions on Information Theory

Volumn 49, Issue 10, 2003, Pages 2527-2544

  Lozano, Angel ^a   Tulino, Antonia M ^b   Verdú, Sergio ^c  

^a LUCENT TECHNOLOGIES   (United States)

^b UNIVERSITY OF NAPLES FEDERICO II   (Italy)

^c Princeton University   (United States)

Author keywords

Antenna correlation; Channel capacity; Cochannel interference; Fading channels; Low power regime; Multiple antenna arrays; Rayleigh fading; Ricean fading

Indexed keywords

ANTENNA ARRAYS; BANDWIDTH; COCHANNEL INTERFERENCE; CORRELATION THEORY; DIVERSITY RECEPTION; ELECTROMAGNETIC WAVE POLARIZATION; MATHEMATICAL MODELS; RADIO INTERFERENCE; RAYLEIGH FADING; RECEIVING ANTENNAS; SIGNAL TO NOISE RATIO; TRANSMITTERS;

ANTENNA CORRELATION; MULTIPLE ANTENNA CAPACITY; RICEAN FADING;

CHANNEL CAPACITY;

EID: 0242302513     PISSN: 00189448     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIT.2003.817429     Document Type: Article

References (71)

1. G. J. Foschini and M. J. Gans, "On the limits of wireless communications in a fading environment when using multiple antennas," Wireless Personal Commun., vol. 6, no. 3, pp. 315-335, Mar. 1998.
2. I. E. Telatar, "Capacity of multiple-antenna Gaussian channels," Europ. Trans. Telecommun., vol. 10, pp. 585-595, Nov. 1999.
3. M. Dohler and H. Aghvami, "A closed-form expression of MIMO capacity over ergodic narrowband channels," preprint, 2003.
4. G. Raleigh and J. M. Cioffi, "Spatio-temporal coding for wireless communications," IEEE Trans. Commun., vol. 46, pp. 357-366, Mar. 1998.
5. E. Biglieri, G. Caire, and G. Taricco, "Limiting performance of block-fading channels with multiple antennas," IEEE Trans. Inform. Theory, vol. 47, pp. 1273-1289, May 2001.
6. S. Diggavi, "On achievable performance of spatial diversity fading channels," IEEE Trans. Inform. Theory, vol. 47, pp. 308-325, Jan. 2001.
7. A. Grant, "Rayleigh fading multiple-antenna channels," EURASIP J. Applied Signal Processing, Special Issue on Space-Time Coding (Part I), vol. 2002, no. 3, pp. 316-329, Mar. 2002.
8. J. B. Andersen, "Array gain and capacity for known random channels with multiple element arrays at both ends," IEEE J. Select. Areas Commun., vol. 18, pp. 2172-2178, Nov. 2000.
9. T. L. Marzetta and B. H. Hochwald, "Capacity of a mobile multiple-antenna communication link in Rayleigh flat fading," IEEE Trans. Inform. Theory, vol. 45, pp. 139-157, Jan. 1999.
10. A. Lapidoth and S. M. Moser, "On the fading number of multiple-antenna systems," in Proc. IEEE Intern. Symp. Inform. Theory, Washington, DC, June 2001, pp. 110-111.
11. P. J. Smith and M. Shafi, "On a Gaussian approximation to the capacity of a wireless MIMO link," in Proc. Int. Conf. Communications (ICC'02), New York, Apr. 2002.
12. M. Chiani, "Evaluating the capacity distribution of MIMO Rayleigh fading channels," in Proc. IEEE Int. Symp. Advances in Wireless Commun., Vancouver, BC, Canada, 2002.
13. S. Verdú and S. Shamai (Shitz), "Spectral efficiency of CDMA with random spreading," IEEE Trans. Inform. Theory, vol. 45, pp. 622-640, Mar. 1999.
14. R. Rapajic and D. Popescu, "Information capacity of a random signature multiple-input multiple-output channel," IEEE Trans. Commun., vol. 48, pp. 1245-1248, Aug. 2000.
15. A. Lozano, "Capacity-approaching rate function for layered multiple-antenna architectures," IEEE Trans. Wireless Commun., vol. 2, pp. 616-620, July 2003.
16. D.-S. Shiu, G. J. Foschini, M. J. Gans, and J. M. Kahn, "Fading correlation and its effects on the capacity of multielement antenna systems," IEEE Trans. Commun., vol. 48, pp. 502-511, Mar. 2000.
17. H. Bolcskei, D. Gesbert, and A. J. Paulraj, "On the capacity of OFDM-based spatial multiplexing systems," IEEE Trans. Commun., vol. 50, pp. 225-2234, Feb. 2002.
18. M. A. Khalighi, J. M. Brossier, G. Jourdain, and K. Raoof, "On capacity of Ricean MIMO channels," in Proc. Int. Conf. Personal, Indoor and Mobile Radio Communications (PIMRC'01), vol. A, San Diego, CA, Sept. 2001, pp. 150-154.
19. C. Chuah, D. N. C. Tse, J. Kahn, and R. Valenzuela, "Capacity scaling in dual-antenna-array wireless systems," IEEE Trans. Inform. Theory, vol. 48, pp. 637-650, Mar. 2002.
20. R. S. Blum, J. H. Winters, and N. R. Sollenberger, "On the capacity of cellular systems with MIMO," in IEEE Vehicular Technology Conf. (VTC'2001 Fall), vol. 2, Atlantic City, NJ, Oct. 2001, pp. 1220-1224.
21. F. Rashid-Farrokhi, G. J. Foschini, A. Lozano, and R. A. Valenzuela, "Link-optimal space-time processing with multiple transmit and receive antennas," IEEE Commun. Lett., vol. 5, pp. 85-87, Mar. 2001.
22. A. Lozano and A. M. Tulino, "Capacity of multiple-transmit multiple-receive antenna architectures," IEEE Trans. Inform. Theory, vol. 48, pp. 3117-3128, Dec. 2002.
23. D. Bliss, K. Forsythe, and A. Yegulalp, "MIMO communication capacity using infinite dimension random matrix eigenvalue distributions," in Proc. 35th Asilomar Conf., vol. 2, 2001, pp. 969-974.
24. R. S. Blum, "MIMO capacity with interference," IEEE J. Select. Areas Commun., vol. 21, pp. 793-801, June 2003.
25. A. L. Moustakas, S. H. Simon, and A. M. Sengupta, "MIMO capacity through correlated channels in the presence of correlated interferers and noise: A (not so) large N analysis," Bell Labs Tech. Memo., TM-02-42984X, May 2002.
26. P. Bender, P. Black, M. Grob, R. Padovani, N. Sindhushayana, and A. Viterbi, "CDMA/HDR: A bandwidth-efficient high-speed wireless data service for nomadic users," IEEE Commun. Mag., vol. 38, pp. 70-77, July 2000.
27. 3rd Generation Partnership Project; Technical Specification Group Radio Access Network, "UTRA High Speed Downlink Packet Access," Tech. Rep., 3G TR 25.950, Mar. 2001.
28. S. Verdú, "Spectral efficiency in the wideband regime," IEEE Trans. Inform. Theory, vol. 48, pp. 1319-1343, June 2002.
29. T. L. Marzetta, "BLAST training: Estimating channel characteristics for high capacity space-time wireless," in Proc. 37th Annual Allerton Conf. Communication, Control, Computing, Monticello, IL, Sept. 1999.
30. B. Hassibi and B. Hochwald, "How much training is needed in multiple-antenna wireless links?," IEEE Trans. Inform. Theory, vol. 49, pp. 549-553, Apr. 2003.
31. Q. Sun, D. C. Cox, H. C. Huang, and A. Lozano, "Estimation continuous fading BLAST channels," IEEE Trans. Wireless Commun., vol. 1, pp. 951-963, Oct. 2002.
32. W. C. Y. Lee and Y. S. Yeh, "Polarization diversity system for mobile radio," IEEE Trans. Commun., vol. COM-20, pp. 912-923, Oct. 1972.
33. J. A. Lempiainen and J. K. Laiho-Steffens, "The performance of polarization diversity schemes at a base station in small/micro cells at 1800 MHz," IEEE Trans. Veh. Technol., vol. 47, pp. 1087-1092, Aug. 1999.
34. R. G. Vaughan, "Polarization diversity in mobile communications," IEEE Trans. Veh. Technol., vol. 39, pp. 177-186, Aug. 1990.
35. H. Bolcskei, R. Nabar, V. Erceg, D. Gesbert, and A. Paulraj, "Performance of multi-antenna signaling strategies in the presence of polarization diversity," in Proc. IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP'01), vol. 4, Salt Lake City, UT, May 2001, pp. 2437-2440.
36. D. Chizhik, J. Ling, P. Wolniansky, R. A. Valenzuela, N. Costa, and K. Huber, "Multiple input multiple output measurements and modeling in Manhattan," J. Select. Areas Commun. (Special Issue on MIMO Systems and Applications), vol. 21, pp. 321-331, Apr. 2001.
37. P. Soma, D. S. Baum, V. Erceg, R. Krishnamoorthy, and A. Paulraj, "Analysis and modeling of multiple-input multiple-output (MIMO) radio channel based on outdoor measurements conducted at 2.5 GHz for fixed BWA applications," in Proc. Int. Conf. Communications (ICC'02), New York, Apr. 2002.
38. P. Kyritsi, D. C. Cox, R. A. Valenzuela, and P. W. Wolniansky, "Effect of antenna polarization on the capacity of a multiple element system in an indoor environment," J. Select. Areas Commun., vol. 20, pp. 1227-1239, Aug. 2002.
39. T. L. Marzetta, "Fundamental limitations on the capacity of wireless links that use polarimetric antenna arrays," in Proc. IEEE Int. Symp. Information Theory (ISIT'2002), Lausanne, Switzerland, July 2002, p. 51.
40. A. Moustakas, H. Baranger, L. Balents, A. Sengupta, and S. Simon, "Communication through a diffusive medium: Coherence and capacity," Science, vol. 287, pp. 287-290, Jan. 2000.
41. D. Gesbert, H. Bolcskei, D. Gore, and A. J. Paulraj, "MIMO wireless channels: Capacity and performance prediction," in Proc. IEEE GLOBECOM'2000, San Francisco, CA, Dec. 2000, pp. 1083-1088.
42. W. C. Jakes, Microwave Mobile Communications. New York: IEEE Press, 1974.
43. J. Salz and J. H. Winters, "Effect of fading correlation on adaptive arrays in digital mobile radio," IEEE Trans. Veh. Technol., vol. 43, pp. 1049-1057, Nov. 1994.
44. K. I. Pedersen, P. E. Mogensen, and B. H. Fleury, "Spatial channel characteristics in outdoor environments and their impact on BS antenna system performance," in Proc. IEEE Vehicular Technology Conf. (VTC'98), vol. 2, 1998, pp. 719-723.
45. J. Fuhl, A. F. Molisch, and E. Bonek, "Unified channel model for mobile radio systems with smart antennas," Proc. Inst. Elec. Eng.-Radar, Sonar Navigation, vol. 145, pp. 32-41, 1998.
46. C. B. Dietrich Jr, K. Dietze, J. R. Nealy, and W. L. Stutzman, "Spatial, polarization, and pattern diversity for wireless handheld terminals," IEEE Trans. Antennas Propagat., vol. 49, pp. 1271-1281, Sept. 2001.
47. V. Jungnickel, V. Pohl, and C. von Helmolt, "Experiments on the element spacing in multi-antenna systems," in Proc. IEEE Vehicular Technology Conf. (VTC'03 Spring), Jeju, Korea, 2003.
48. D. Chizhik, F. R. Farrokhi, J. Ling, and A. Lozano, "Effect of antenna separation on the capacity of BLAST in correlated channels," IEEE Commun. Lett., vol. 4, pp. 337-339, Nov. 2000.
49. K. I. Pedersen, J. B. Andersen, J. P. Kermoal, and P. E. Mogensen, "A stochastic multiple-input multiple-output radio channel model for evaluations of space-time coding algorithms," in Proc. IEEE Vehicular Technology Conf. (VTC'2000 Fall), vol. 2, Boston, MA, 2000, pp. 893-897.
50. C. C. Martin, J. H. Winters, and N. R. Sollenberger, "Multiple-input multiple-output (MIMO) radio channel measurements," in Proc. IEEE Vehicular Technology Conf. (VTC'2000), vol. 2, Boston, MA, Sept. 2000, pp. 774-779.
51. J. P. Kermoal, P. E. Mogensen, S. H. Jensen, J. B. Andersen, F. Fredriksen, T. B. Sorensen, and K. I. Pedersen, "Experimental investigation of multipath richness for multi-element transmit and receive antenna arrays," in Proc. IEEE Vehicular Technology Conf. (VTC'2000 Spring), 2000.
52. H. Xu, M. J. Gans, N. Amitay, and R. A. Valenzuela, "Experimental verification of MTMR system capacity in a controlled propagation environment," Electron. Lett., vol. 37, p. July 2001.
53. J. P. Kermoal, L. Schumacher, K. I. Pedersen, P. E. Mogensen, and F. Frederiksen, "A stochastic MIMO channel model with experimental validation," IEEE J. Select. Areas Commun., vol. 20, pp. 1211-1226, Aug. 2002.
54. D. Chizhik, G. J. Foschini, M. J. Gans, and R. A. Valenzuela, "Propagation and capacities of multi-element transmit and receive antennas," in Proc. 2001 IEEE AP-S Int. Symp. USNC/URSI National Radio Science Meeting, vol. 1, Boston, MA, July 2001, pp. 438-441.
55. J. Ling, D. Chizhik, P. W. Wolniansky, R. A. Valenzuela, N. Costa, and K. Huber, "Multiple transmit multiple receive (MTMR) capacity survey in Manhattan," Electron. Lett., vol. 37, no. 16, pp. 1041-1042, Aug. 2001.
56. V. Erceg, P. Soma, D. S. Baum, and A. Paulraj, "Capacity obtained from multiple-input multiple-output channel measurements in fixed wireless environments at 2.5 GHz," in Proc. Int. Conf. Communications (ICC'02), vol. 1, New York, Apr. 2002, pp. 396-400.
57. P. Driessen and G. J. Foschini, "On the capacity formula for multiple-input multiple-output channels: A geometric interpretation," IEEE Trans. Commun., vol. 47, pp. 173-176, Feb. 1999.
58. S. Rice, "Mathematical analysis of random noise," Bell Syst. Tech. J., 1944.
59. R. M. Gray, "On the asymptotic eigenvalue distribution of Toeplitz matrices," IEEE Trans. Inform. Theory, vol. IT-18, pp. 725-730, Nov. 1972.
60. G. J. Foschini, "Layered space-time architecture for wireless communications in a fading environment when using multi-element antennas," AT&T Bell Labs. Tech. J., pp. 41-59, 1996.
61. T. M. Cover and J. A. Thomas, Elements of Information Theory. New York: Wiley, 1990.
62. A. Lapidoth and P. Narayan, "Reliable communication under channel uncertainty," IEEE Trans. Inform. Theory, vol. 44, pp. 2148-2177, Oct. 1998.
63. A. Lozano, A. M. Tulino, and S. Verdú, "Correlation number: A new design criterion in multi-antenna communication," in Proc. IEEE Vehicular Technology Conf. (VTC'2003) Spring, Jeju, Korea, Apr. 2003.
64. ____, "Multi-antenna capacity in the low-power regime," Bell Labs. Tech. Memo., 10009652-020916-13TM, Sept. 2002.
65. A. M. Tulino, S. Verdú, and A. Lozano, "Capacity of antenna arrays with space, polarization and pattern diversity," in Proc. Information Theory Workshop (ITW'03), Paris, France, Mar. 2003.
66. S. A. Bergmann and H. W. Arnold, "Polarization diversity in portable communications environment," Electron. Lett., vol. 22, no. 11, pp. 609-610, May 1986.
67. Z. D. Bai, B. Q. Miao, and J. Tsay, "Convergence rates of the spectral distributions of large Wigner matrices," Int. Math. J., vol. 1, no. 1, pp. 65-90, 2002.
68. L. Hanlen and M. Fu, "Multiple antenna wireless communication systems: Limits to capacity growth," in Proc. Wireless Communications and Networking Conf. (WCNC'99), vol. 1, Mar. 2002, pp. 172-176.
69. J. H. Winters, "Optimum combining in digital mobile radio with cochannel interference," IEEE J. Select. Areas Commun., vol. JSAC-2, pp. 528-539, July 1984.
70. F. Hiai and D. Petz, "Asymptotic freeness almost everywhere for random matrices," Acta Sci. Math. (Szeged), vol. 66, pp. 801-826, 2000.
71. I.S. Gradshteyn and I. M. Ryzhik, Table of Integrals, Series, and Products. New York: Academic Press, 1980. Corrected and enrlaged edition.