Noncooperative iterative MMSE beamforming algorithms for Ad Hoc networks

IEEE Transactions on Communications

Volumn 54, Issue 4, 2006, Pages 748-759

  Iltis, Ronald A ^a   Kim, Seung Jun ^a,b   Hoang, Duong A ^a  

^a University of California   (United States)

^b NEC LABORATORIES AMERICA   (United States)

Author keywords

Array signal processing; Game theory; Least meansquare (LMS) methods; Networks

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; EIGENVALUES AND EIGENFUNCTIONS; GAME THEORY; OPTIMIZATION; QUALITY OF SERVICE; SIGNAL PROCESSING; SIGNAL TO NOISE RATIO; TIME DIVISION MULTIPLEXING;

AD HOC NETWORKS; ARRAY SIGNAL PROCESSING; BEAMFORMING ALGORITHMS; ITERATIVE MINIMUM MEAN-SQUARE ERROR (IMMSE); LEAST-MEANSQUARE (LMS) METHODS;

TELECOMMUNICATION NETWORKS;

EID: 33646008255     PISSN: 00906778     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCOMM.2006.873095     Document Type: Article

References (34)

1. S. Ye and R. S. Blum, "Optimized signaling for MIMO interference systems with feedback," IEEE Trans. Signal Process., vol. 51, no. 11, pp. 2839-2848, Nov. 2003.
2. O. Popescu and C. Rose, "Greedy SINR maximization in collaborative multibase wireless systems," EURASIP J. Wireless Commun. Netw., vol. 2, pp. 201-209, 2004.
3. Ns-2 Documentation [Online]. Available: http://www.isi.edu/nsnam/ns/
4. M. C. Bromberg and B. G. Agee, "Optimization of spatially adaptive reciprocal multipoint communication networks," IEEE Trails. Commun., vol. 51, no. 8, pp. 1254-1257, Aug. 2003.
5. D. P. Palomar, J. M. Cioffi, and M. A. Lagunas, "Joint Tx-Rx beamforming design for multicarrier MIMO channels: A unified framework for convex optimization," IEEE Trans. Signal Process., vol. 51, no. 9, pp. 2381-2401, Sep. 2003.
6. H. Sampath, P. Stoica, and A. Paulraj, "Generalized linear precoder and decoder design for MIMO channels using the weighted MMSE criterion," IEEE Trans. Commun., vol. 49, no. 12, pp. 2198-2206, Dec. 2001.
7. F. Rashid-Farrokhi, K. J. R. Liu, and L. Tassiulas, "Transmit beamforming and power control for cellular wireless systems," IEEE J. Sel. Areas Commun., vol. 16, no. 10, pp. 1437-1450, Oct. 1998.
8. K. Wong, R. D. Murch, and K. B. Letaief, "Performance enhancement of a multiuser MIMO wireless communication system," IEEE Trans. Commun., vol. 50, no. 12, pp. 1960-1970, Dec. 2002.
9. E. Visotsky and U. Madhow, "Optimum beamforming using transmit antenna arrays," in Proc. IEEE 49th Veh. Technol. Conf., 1999, pp. 851-856.
10. F. Rashid-Farrokhi, L. Tassiulas, and K. J. R. Liu, "Joint optimal power control and beamforming in wireless networks using antenna arrays," IEEE Trans. Commun., vol. 46, no. 10, pp. 1313-1324, Oct. 1998.
11. J. Chang, L. Tassiulas, and F. Rashid-Farrokhi, "Joint transmitter receiver diversity for efficient space division multiaccess," IEEE Trans. Wireless Commun., pp. 16-17, Jan. 2002.
12. S. Serbetli and A. Yener, "Transceiver optimization for multiuser MIMO systems," IEEE Trans. Signal Process., vol. 52, no. 1, pp. 214-226, Jan. 2004.
13. T. Dahl, N. Christophersen, and D. Gesbert, "Blind MIMO eigenmode transmission based on the algebraic power method," IEEE Trans. Commun., vol. 52, no. 9, pp. 2424-2431, Sep. 2004.
14. S. Bellofiore, J. Foutz, R. Govindarajula, I. Bahceci, C. A. Balanis, A. S. Spanias, J. M. Capone, and T. M. Duman, "Smart antenna system analysis, integration and performance for mobile ad hoc networks (MANET'S)," IEEE Trans. Antennas Propag., vol. 50, no. 5, pp. 571-581, May 2002.
15. S. Bellofiore, J. Foutz, C. A. Balanis, and A. S. Spanias, "Smart-antenna system for mobile communication networks: Part 2: beamforming and network throughput," IEEE Antennas Propag. Mag., vol. 44, no. 8, pp. 106-114, Aug. 2002.
16. P. Karn, "MACA - A new channel acess method for packet radio," in Proc. ARRL/CRRL 9th Computer Netw. Conf., 1990, pp. 134-140.
17. M. C. Bromberg, "Optimizing MIMO multipoint wireless networks assuming Gaussian other-use interference," IEEE Trans. Inf. Theory, vol. 49, no. 10, pp. 2352-2362, Oct. 2003.
18. H. V. Poor, "Multiuser MIMO systems," in Proc. Adaptive Sensor Array Process. Workshop, Lexington, MA, Mar. 2004, [CD-ROM].
19. C. U. Saraydar, N. B. Mandayam, and D. J. Goodman, "Efficient power control via pricing in wireless data networks," IEEE Trans. Commun., vol. 50, no. 2, pp. 291-303, Feb. 2002.
20. A. B. MacKenzie and S. B. Wicker, "Game theory in communications: Motivation, explanation and application to power control," in Proc. GLOBECOM, San Antonio, TX, Nov. 2001, pp. 821-826.
21. T. Alpean, T. Basar, and R. Srikant, "Uplink power control as a non-cooperative game," Wireless Netw., vol. 8, pp. 659-670, 2002.
22. D. Reynolds and X. Wang, "Adaptive transmitter optimization for blind and group-blind multiuser detection," IEEE Trans. Signal Process., vol. 51, no., pp. 825-838, 2003.
23. C. W. Sung and K. K. Leung, "On the stability of distributed sequence adaptation for cellular asynchronous DS-CDMA systems," IEEE Trans. Inf. Theory, vol. 49, no. 7, pp. 1828-1831, Jul. 2003.
24. S. Ulukus and R. Yates, "Iterative construction of optium signature sequence sets in synchronous CDMA systems," IEEE Trans. Inf. Theory, vol. 47, no. 7, pp. 1989-1998, Jul. 2001.
25. C. Rose, S. Ulukus, and R.D. Yates, "Wireless systems and interference avoidance," IEEE Tram. Wireless Commun., vol. 1, pp. 415-28, Jul. 2002.
26. P. Viswanath and D. N. C. Tse, "Sum capacity of the vector Gaussian broadcast channel and uplink-downlink duality," IEEE Trans. Inf. Theory, vol. 49, no. 8, pp. 1912-1921, Aug. 2003.
27. P. Rashid-Farrokhi, K. Liu, and L. Tassiulas, "Downlink power control and base station assignment," IEEE Commun. Lett., vol. 1, no. 4, pp. 102-104, Jul. 1997.
28. S. Boyd and L. Vandenberghe, Convex Optimization. Cambridge, U.K.: Cambridge Univ. Press, 2004.
29. D. P. Bertsekas, Nonlinear Programming. Nashua, NH: Athena Scientific, 2004.
30. W. Rudin, Real and Complex Analysis. New York, NY: McGraw-Hill, 1986.
31. T. Basar and G. Olsder, Dynamic Noncooperative Game Theory, 2nd ed. Philadelphia, PA: SIAM, 1999.
32. P. Milgrom and J. Roberts, "Rationalizability, learning and equilibrium in games with strategic complementarities," Econometrica, pp. 1255-1277, Nov. 1990.
33. P. Anigstein and V. Anantharam, "Ensuring convergence of the MMSE iteration for interference avoidance to the global optimum," IEEE Trans. Inf. Theory, vol. 49, no. 4, pp. 873-885, Apr. 2003.
34. S. Verdú, Multiuser Detection. New York, NY: Cambridge Univ. Press, 1998.