Spatially and temporally correlated MIMO channels: Modeling and capacity analysis

IEEE Transactions on Vehicular Technology

Volumn 53, Issue 3, 2004, Pages 634-643

  Byers, Geoffrey J ^a   Takawira, Fambirai ^a  

^a UNIVERSITY OF KWAZULU NATAL   (South Africa)

Author keywords

Ergodic capacity; Fading channels; Multielement antenna systems; Multiple input multiple output (MIMO) systems; Outage capacity; Space time correlation

Indexed keywords

ANTENNA ARRAYS; BLOCK CODES; COMMUNICATION CHANNELS (INFORMATION THEORY); COMPUTER SIMULATION; RADIO LINKS; RANDOM PROCESSES; SIGNAL RECEIVERS; TRANSMITTERS; WIRELESS TELECOMMUNICATION SYSTEMS;

GEOMETRIC MODELS; MULTIELEMENT ANTENNA SYSTEMS; MULTIPLE-INPUT-MULTIPLE-OUTPUT SYSTEMS; SPACE-TIME CORRELATION;

CHANNEL CAPACITY;

EID: 2942566280     PISSN: 00189545     EISSN: None     Source Type: Journal    
DOI: 10.1109/TVT.2004.825766     Document Type: Article

References (44)

1. I. E. Telatar, "Capacity of Multi-Antenna Gaussian Channels," AT&T Bell Laboratories, Murray Hill, NJ, Tech. Rep. #BL0 112 170-950 615-07TM, 1995.
2. G. J. Foschini and M. J. Gans, "On limits of wireless communications in a fading environment when using multiple antennas," Wireless Pers. Commun., vol. 6, no. 3, pp. 311-335, 1998.
3. G. J. Foschini, "Layered space-time architecture for wireless communication in a fading environment when using multiple antennas," Bell Labs Tech. J., vol. 1, pp. 41-59, 1996.
4. V. Tarokh, N. Seshadri, and A. R. Calderbank, "Space-time codes for high data rate wireless communication: Performance criterion and code construction," IEEE Trans. Inform. Theory, vol. vol. 44, pp. 744-765, Mar. 1998.
5. V. Tarokh, H. Jafarkhani, and A. R. Calderbank, "Space-time block codes from orthogonal designs," IEEE Trans. Inform. Theory, vol. 45, pp. 1456-1467, July 1999.
6. D. Shiu, G. J. Foschini, M. J. Gans, and J. M. Kahn, "Fading correlation and its effect on the capacity of multielement antenna systems," IEEE Trans. Commun., vol. 48, pp. 502-513, Mar. 2000.
7. H. Bölcskei, D. Gesbert, and A. J. Paulraj, "On the capacity of OFDM-based spatial multiplexing systems," IEEE Trans. Commun., vol. 50, pp. 225-234, Feb. 2002.
8. A. Abdi and M. Kaveh, "A space-time correlation model for multielement antenna systems in mobile fading channels," IEEE J. Select. Areas Commun., vol. 20, pp. 550-560, Apr. 2002.
9. F. B. F. Boixadera Espax and J. J. Boutros, "Capacity considerations for wireless MIMO channels," in Proc. Workshop Multiaccess, Mobility and Teletraffic for Wireless Communications, Venice, Italy, Oct. 1999.
10. D. Gesbert, H. Bölcskei, D. Gore, and A. Paulraj, "MIMO wireless channels: Capacity and performance prediction," in IEEE GLOBECOM '00, vol. 2, Nov. 2000, pp. 1083-1088.
11. C. Chuah, D. N. C. Tse, J. M. Kahn, and R. A. Valenzuela, "Capacity scaling in MIMO wireless systems under correlated fading," IEEE Trans. Inform. Theory, vol. 48, pp. 637-650, Mar. 2002.
12. J. W. Wallace and M. A. Jensen, "Spatial characteristics of the MIMO wireless channel: Experimental data acquisition and analysis," in Proc. IEEE Int. Conf. Acoustics, Speech and Signal Processing, vol. 4, May 2001, pp. 2497-2500.
13. R. Stridh, B. Ottersten, and P. Karlsson, "MIMO channel capacity on a measured indoor radio channel at 5.8 GHz," in Proc. Asilomar Conf. Signals, Systems and Computers, vol. 1, Oct. 2000, pp. 733-737.
14. D. P. McNamara, M. A. Beach, and P. N. Fletcher, "Experimental investigation of the temporal variation of MIMO channels," in Proc. IEEE VTC '01, vol. 2, Oct. 2001, pp. 1063-1067.
15. P. Kyritsi, D. C. Cox, R. A. Valenzuela, and P. W. Wolniansky, "Correlation analysis based on MIMO channel measurements in an indoor environment," IEEE J. Select. Areas Commun., vol. 21, pp. 713-720, June 2003.
16. J. P. Kermoal, L. Schumacher, K. I. Pedersen, P. E. Mogensen, and F. Frederiksen, "A stochastic MIMO radio channel model with experimental validation," IEEE J. Select. Areas Commun., vol. 20, pp. 1211-1226, Aug. 2002.
17. C. C. Martin, J. H. Winters, and N. R. Sollenberger, "MIMO radio channel measurements: Performance comparison of antenna configurations," in Proc. IEEE VTC '01, vol. 2, Oct. 2001, pp. 1225-1229.
18. P. Soma, D. S. Baum, V. Erceg, R. Krishnamoorthy, and A. J. 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. IEEE ICC '02, vol. 1, May 2002, pp. 272-276.
19. H. Xu, M. Gans, D. Chizhik, J. Ling, P. Wolniansky, and R. Valenzuela, "Spatial and temporal variations of MIMO channels and impacts on capacity," in Proc. IEEE ICC '02, vol. 1, May 2002, pp. 262-266.
20. D. Chizhik, J. Ling, P. W. Wolniansky, R. A. Valenzuela, N. Costa, and K. Huber, "Multiple-input-multiple-output measurements and modeling in Manhattan," IEEE J. Select. Areas Commun., vol. 21, pp. 321-331, Apr. 2003.
21. K. Yu and B. Ottersten, "Model for MIMO propagation channels, a review," Wiley J. Wireless Commun. Mobile Comput., vol. 2, no. 7, pp. 653-666, 2002.
22. W. C. Jakes, Microwave Mobile Communications. New York: Wiley, 1974.
23. A. Abdi, J. A. Barger, and M. Kaveh, "A parametric model for the distribution of the angle of arrival and the associated correlation function and power spectrum at the mobile station," IEEE Trans. Veh. Technol., vol. 51, pp. 425-434, May 2002.
24. W. C. Y. Lee, "Level crossing rates of an equal-gain predetection diversity combiner," IEEE Trans. Commun. Technol., vol. 18, pp. 417-426, 1970.
25. R. B. Ertel, P. Cardieri, K. W. Sowerby, T. S. Rappaport, and J. H. Reed, "Overview of spatial channel models for antenna array communication systems," IEEE Pers. Commun., vol. 5, pp. 10-22, Feb. 1998.
26. J. Fuhl, A. F. Molisch, and E. Bonek, "Unified channel model for mobile radio systems with smart antennas," Proc. Inst. Elect. Eng. Radar, Sonar, Navig., vol. 145, no. 1, pp. 32-41, Feb. 1998.
27. T. A. Chen, M. P. Fitz, W. Y. Kuo, M. D. Zoltowski, and J. H. Grimm, "A space-time model for frequency nonselective Rayleigh fading channels with applications to space-time modems," IEEE J. Select. Areas Commun., vol. 18, pp. 1175-1190, July 2000.
28. A. Abdi and M. Kaveh, "A versatile spatio-temporal correlation function for mobile fading channels with nonisotropic scattering," in Proc. IEEE Workshop Statistical Signal Array Processing, Aug. 2000, pp. 58-62.
29. A. F. Molisch, "A generic model for MIMO wireless propagation channels," in Proc. IEEE ICC '02, vol. 1, May 2002, pp. 277-282.
30. K. E. Baddour and N. C. Beaulieu, "Accurate simulation of multiple cross-correlated fading channels," in Proc. IEEE ICC '02, vol. 1, May 2002, pp. 267-271.
31. D. W. Bliss, K. W. Forsythe, and A. F. Yegulalp, "MIMO communication capacity using infinite dimension random matrix eigenvalue distributions," in Proc. 35th Asilomar Conf. Signals, Systems and Computers, vol. 2, Nov. 2001, pp. 969-974.
32. L. Hanlen and M. Fu, MIMO wireless systems: Capacity limits for sparse scattering. presented at Proc. Third Australian Communications Theory Workshop. [Online] http://citeseer.ist.psu.edu/hanlen02mimo.html
33. H. Ge, K. D. Wong, M. Barton, and J. C. Liberti, "Statistical characterization of multiple-input-multiple-output (MIMO) channel capacity," in Proc. IEEE WCNC '02, vol. 2, Mar. 2002, pp. 789-793.
34. P. J. Smith and M. Shafi, "On a Gaussian approximation to the capacity of wireless MIMO systems," in Proc. IEEE ICC '02, vol. 1, May 2002, pp. 406-410.
35. S. Loyka and A. Kouki, "New compound upper bound on MIMO channel capacity," IEEE Commun. Lett., vol. 6, pp. 96-98, Mar. 2002.
36. X. Mestre, J. R. Fonollosa, and A. Pagès-Zamora, "Capacity of MIMO channels: Asymptotic evaluation under correlated fading," IEEE J. Select. Areas Commun., vol. 21, pp. 829-838, June 2003.
37. I. S. Gradshteyn and I. M. Ryzhik, Table of Integrals, Series and Products, 5th ed, A. Jeffrey, Ed. San Diego, CA: Academic, 1994.
38. K. E. Baddour and N. C. Beaulieu, "Autoregressive models for fading channel simulation," in Proc. IEEE GLOBECOM '01, vol. 2, Nov. 2001, pp. 1187-1192.
39. 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.
40. R. J. Muirheaed, Aspects of Multivariate Statistical Theory. New York: Wiley, 1982.
41. A. T. James, "Distributions of matrix variates and latent roots derived from normal samples," Ann. Math. Statist., vol. 35, pp. 475-501, 1964.
42. K. I. Gross and D. S. P. D. St. P. Richards, "Total positivity, spherical series, and hypergeometric functions of matrix argument," J. Approx. Theory, vol. 59, pp. 224-246, 1989.
43. C. G. Khatri, "On certain distribution problems based on positive definite quadratic functions in normal vectors," Ann. Math. Statist, vol. 37, pp. 468-479, 1966.
44. N. A. S. Crowther and D. J. de Waal, "On the distribution of a generalized positive semidefinite quadratic form of normal vectors," South African Statist. J., vol. 7, pp. 119-127, 1973.