Distributed MIMO receiver - Achievable rates and upper bounds

IEEE Transactions on Information Theory

Volumn 55, Issue 10, 2009, Pages 4419-4438

  Sanderovich, Amichai ^a   Shamai, Shlomo ^a   Steinberg, Yossef ^a  

^a TECHNION ISRAEL INSTITUTE OF TECHNOLOGY   (Israel)

Author keywords

Chief executive officer (CEO) processing; Compress and forward; Decentralized detection; Multiple input multiple output (MIMO) system; Wireless networks; Wyner Ziv (WZ)

Indexed keywords

CHIEF EXECUTIVE OFFICER (CEO) PROCESSING; COMPRESS-AND-FORWARD; DECENTRALIZED DETECTION; MULTIPLE-INPUT MULTIPLE-OUTPUT (MIMO) SYSTEM; WYNER-ZIV (WZ);

COMMUNICATION CHANNELS (INFORMATION THEORY); FADING (RADIO); FADING CHANNELS; GAUSSIAN NOISE (ELECTRONIC); TRANSMITTERS; WIRELESS NETWORKS;

MULTIPLEXING;

EID: 70349622772     PISSN: 00189448     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIT.2009.2027579     Document Type: Article

References (29)

1. A. Sanderovich, S. Shamai (Shitz), Y. Steinberg, and G. Kramer, "Communication via decentralized processing," IEEE Trans. Inf. Theory, vol. 54, no. 7, pp. 3008-3023, Jul. 2008.
2. D. N. C. Tse and L. Zheng, "Diversity and multiplexing: A fundamental tradeoff in multiple-antenna channels," IEEE Trans. Inf. Theory, vol. 49, no. 5, pp. 1073-1096, May 2003.
3. H. Weingarten, Y. Steinberg, and S. Shamai (Shitz), "The capacity region of the Gaussian multiple-input multiple-output broadcast channel," IEEE Trans. Inf. Theory, vol. 52, no. 9, pp. 3936-3964, Sep. 2006.
4. B. Wang, J. Zhang, and A. Host-Madsen, "On the capacity of MIMO relay channels," IEEE Trans. Inf. Theory, vol. 51, no. 1, pp. 29-43, Jan. 2005.
5. H. Bölcskei and R. U. Nabar, "Realizing MIMO gains without user cooperation in large single-antenna ad hoc wireless networks," in Proc. IEEE Int. Symp. Information Theory (ISIT2004), Chicago, IL, Jun. 2004, p. 18.
6. P. Gupta and P. R. Kumar, "Towards an information theory of large networks: An achievable rate region," IEEE Trans. Inf. Theory, vol. 49, no. 8, pp. 1877-1894, Aug. 2003.
7. I. Maric and R. D. Yates, "Forwarding strategies for Gaussian parallel-relay networks," in Proc. IEEE Int. Symp. Information Theory (ISIT2004), Chicago, IL, Jun. 2004, p. 269.
8. O. Somekh, B. M. Zaidel, and S. Shamai (Shitz), "Spectral efficiency of joint multiple cell-site processors for randomly spread DS-CDMA systems," in Proc. IEEE Int. Symp. Information Theory (ISIT2004), Chicago, IL, Jun. 2004, p. 278.
9. Y. Oohama, "The rate-distortion function for the quadratic Gaussian CEO problem," IEEE Trans. Inform. Theory, vol. 44, no. 3, pp. 1057-1070, May 1998.
10. Y. Oohama, "Rate-distortion theory for Gaussian multiterminal source coding systems with several side informations at the decoder," IEEE Trans. Inf. Theory, vol. 51, no. 7, pp. 2577-2593, Jul. 2005.
11. A. D.Wyner and J. Ziv, "The rate-distortion function for source coding with side information at the decoder," IEEE Trans. Inf. Theory, vol. IT-22, no. 1, pp. 1-10, Jan. 1976.
12. A. B. Wagner, S. Tavildar, and P. Viswanath, "The rate region of the quadratic Gaussian two-terminal source-coding problem," IEEE Trans. Inf. Theory [Online]. Available: http://arxiv.org/abs/cs/ 0510095, submitted for publication
13. S. C. Draper and G. W.Wornell, "Side information aware coding strategies for sensor networks," IEEE J. Select. Areas Commun., vol. 22, no. 8, pp. 966-976, Aug. 2004.
14. T. M. Cover and A. A. El-Gamal, "Capacity theorems for the relay channel," IEEE Trans. Inf. Theory, vol. IT-25, no. 1, pp. 572-584, Jan. 1979.
15. G. Kramer, M. Gastpar, and P. Gupta, "Information-theoretic multihopping for relay networks," in Proc. Int. Zürich Seminar on Communication, Zurich, Swizerland, Feb. 2004, pp. 192-195.
16. T. Liu and P. Viswanath, "An extremal inequality motivated by multiterminal information theoretic problems," IEEE Trans. Inf. Theory, vol. 53, no. 5, pp. 1839-1851, May 2007.
17. H. S. Witsenhausen and A. D. Wyner, "A canditional entropy bound for a pair of discrete random variables," IEEE Trans. Inf. Theory, vol. IT-21, no. 5, pp. 493-501, Sep. 1975.
18. N. Chayat and S. Shamai (Shitz), "Extension of an entropy property for binary input memoryless symmetric channels," IEEE Trans. Inf. Theory vol. 35, no. 5, pp. 1077-1079, Sep. 1989.
19. A. Tulino, A. Lozano, and S. Verdú, "Capacity-achieving input covariance for single-user multi-antenna channels," IEEE Trans.Wireless Commun., vol. 5, no. 3, pp. 662-671, Mar. 2006.
20. T. M. Cover and J. A. Thomas, Elements of Information Theory. New York: Wiley, 1991.
21. A. Sanderovich, S. Shamai (Shitz), Y. Steinberg, and G. Kramer, "Communication via decentralized processing," in Proc. IEEE Int. Symp. Information Theory (ISIT2005), Adelaide, Australia, Sep. 2005, pp. 1201-1205.
22. L. Li and A. J. Goldsmith, "Capacity and optimal resource allocation for fading broadcast channels - Part I: Ergodic capacity," IEEE Trans. Inf. Theory, vol. 47, no. 2, pp. 1083-1102, Mar. 2001.
23. E. Biglieri, J. Proakis, and S. Shamai (Shitz), "Fading channels: Information-theoretic and communications aspects," IEEE Trans. Inf. Theory, vol. 44, no. 6, pp. 2619-2692, Oct. 1998.
24. E. Telatar, "Capacity of multi-antenna Gaussian channels," Europ. Trans. Telecommun. (ETT), vol. 10, no. 6, pp. 585-596, Nov. 1999.
25. D. Krithivasan and S. S. Pradhan, "Lattices for distributed source coding: Jointly Gaussian sources and reconstruction of a linear function," IEEE Trans. Inf. Theory, submitted for publication.
26. G. Caire and S. Shamai (Shitz), "On the achievable throughput of a multiple-antenna Gaussian broadcast channel," IEEE Trans. Inf. Theory, vol. 49, no. 7, pp. 1691-1706, Jul. 2003.
27. S. Vishwanath, N. Jindal, and A. Goldsmith, "Duality, achievable rates, and sum-rate capacity of Gaussian MIMO broadcast channels," IEEE Trans. Inf. Theory, vol. 49, no. 10, pp. 2658-2668, Oct. 2003.
28. I. Csiszár and J. Körner, Information Theory: Coding Theorems for Discrete Memoryless Systems. New York: Academic, 1981.
29. T. S. Han and K. Kobayashi, "A unified achievable rate region for a general class of multiterminal source coding systems," IEEE Trans. Inf. Theory, vol. IT-26, no. 3, pp. 277-288, May 1980.