On the energy efficiency-spectral efficiency trade-off over the MIMO rayleigh fading channel

IEEE Transactions on Communications

Volumn 60, Issue 5, 2012, Pages 1345-1356

  Héliot, Fabien ^a   Imran, Muhammad Ali ^a   Tafazolli, Rahim ^a  

^a UNIVERSITY OF SURREY   (United Kingdom)

Author keywords

Energy efficiency; MIMO; Rayleigh channels; Spectral efficiency; Trade off

Indexed keywords

ANTENNA CONFIGURATIONS; CLOSED FORM APPROXIMATIONS; MULTI-INPUT MULTI-OUTPUT; PERFORMANCE EVALUATION CRITERIA; POWER CONSUMPTION MODEL; RAYLEIGH CHANNEL; SINGLE INPUT SINGLE OUTPUT SYSTEMS; SPECTRAL EFFICIENCIES; TRADE-OFF; TRANSMIT ANTENNA; TRANSMIT POWER;

ANTENNAS; COMMUNICATION SYSTEMS; ENERGY EFFICIENCY; FADING CHANNELS; MIMO SYSTEMS; SPECTRUM ANALYZERS;

RAYLEIGH FADING;

EID: 84861186653     PISSN: 00906778     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCOMM.2012.031712.110215     Document Type: Article

References (33)

1. K. Lahiri, A. Raghunathan, S. Dey, and D. Panigrahi, "Battery-driven system design: a new frontier in low power design," in Proc. 2002 Int. Conf. VLSI Design, pp. 261-267.
2. H. M. Kwon and T. G. Birdsall, "Channel capacity in bits per joule," IEEE J. Ocean. Eng., vol. 11, no. 1, pp. 97-99, Jan. 1986.
3. C. Bae and W. E. Stark, "Energy and bandwidth efficiency in wireless networks," in Proc. 2006 IEEE ICCCAS.
4. S. Cui, A. J. Goldsmith, and A. Bahai, "Energy-efficiency of MIMO and cooperative MIMO techniques in sensor networks," IEEE J. Sel. Areas Commun., vol. 22, no. 6, pp. 1089-1098, Aug. 2004.
5. 3GPP TSG-SA#50 SP-1008883GPP, 3GPP Work Item Description, "Study on system enhancements for energy efficiency," 3GPP TSGSA, Istanbul, Turkey, Tech. Rep., Dec. 2010, agreed Work Item 500037 (Release 11).
6. S. Verdu, "Spectral efficiency in the wideband regime," IEEE Trans. Inf. Theory, vol. 48, no. 6, pp. 1319-1343, June 2002.
7. A. Lozano, A. M. Tulino, and S. Verdu, "Multiple-antenna capacity in the low-power regime," IEEE Trans. Inf. Theory, vol. 49, no. 10, pp. 2527-2544, Oct. 2003.
8. O. Oyman and A. J. Paulraj, "Spectral efficiency of relay networks in the power limited regime," in Proc. 2004 Allerton Conf. Commun., Control Computing.
9. V. Rodoplu and T. H. Meng, "Bits-per-joule capacity of energy-limited wireless networks," IEEE Trans. Wireless Commun., vol. 6, no. 3, pp. 857-865, Mar. 2007.
10. J. Gómez-Vilardebó, A. I. Pérez-Neira, and M. Nájar, "Energy efficient communications over the AWGN relay channel," IEEE Trans. Wireless Commun., vol. 9, no. 1, pp. 32-37, Jan. 2010.
11. O. Arnold, F. Richter, G. Fettweis, and O. Blume, "Power consumption modeling of different base station types in heterogeneous cellular networks," in Proc. 2010 ICT Future Network Mobile Summit.
12. A. Fehske, P. Marsch, and G. Fettweis, "Bit per joule efficiency of cooperating base stations in cellular networks," in Proc. 2010 IEEE Globecom Workshops.
13. G. Auer, et al., "D2.3: energy efficiency analysis of the reference systems, areas of improvements and target breakdown," INFSO-ICT-247733 EARTH (Energy Aware Radio and NeTwork TecHnologies), Tech. Rep., Nov. 2010.
14. G. Caire, G. Taricco, and E. Biglieri, "Suboptimality of TDMA in the low-power regime," IEEE Trans. Inf. Theory, vol. 50, no. 4, pp. 608-620, Apr. 2004.
15. Y. Yao, X. Cai, and G. B. Giannakis, "On energy efficiency and optimum resource allocation of relay transmissions in the low-power regime," IEEE Trans. Wireless Commun., vol. 4, no. 6, pp. 2917-2927, Nov. 2005.
16. O. Somekh, B. M. Zaidel, and S. Shamai, "Sum rate characterization of joint multiple cell-site processing," IEEE Trans. Inf. Theory, vol. 53, no. 12, pp. 4473-4497, Dec. 2007.
17. O. Simeone, O. Somekh, Y. Bar-Ness, and U. Spagnolini, "Throughput of low-lower cellular systems with collaborative base stations and relaying," IEEE Trans. Inf. Theory, vol. 54, no. 1, pp. 459-467, Jan. 2008.
18. N. C. Beaulieu and F. Rajwani, "Highly accurate simple closed-form approximations to lognormal sum distributions and densities," IEEE Commun. Lett., vol. 8, no. 12, pp. 709-711, Dec. 2004.
19. D. B. da Costa and M. D. Yacoub, "Average channel capacity for generalized fading scenarios," IEEE Commun. Lett., vol. 11, no. 12, pp. 949-951, Dec. 2007.
20. F. Héliot, O. Onireti, and M. A. Imran, "An accurate closed-form approximation of the energy efficiency-spectral efficiency trade-off over the MIMO Rayleigh fading channel," in Proc. 2011 IEEE ICC, 4th Int. Workshop Green Commun.
21. F. Héliot, M. A. Imran, and R. Tafazolli, "On the energy efficiency gain of MIMO communication under various power consumption models," in Proc. 2011 ICT Future Network Mobile Summit.
22. C. Shannon, "A mathematical theory of communication," Bell Syst. Tech. J., vol. 27, pp. 379-423, 623-656, July-Oct. 1948.
23. O. Onireti, F. Héliot, and M. A. Imran, "On the energy efficiencyspectral efficiency trade-off in the uplink of CoMP system," IEEE Trans. Wireless Commun., vol. 11, no. 2, pp. 556-561, Feb. 2012.
24. J. Xu, L. Qiu, and C. Yu, "Improving energy efficiency through multimode transmission in the downlink MIMO systems," EURASIP J. Wireless Commun. Netw., 2011.
25. I. E. Telatar, "Capacity of multi-antenna Gaussian channels," Europ. Trans. Telecommun. Related Technol., vol. 10, no. 6, pp. 585-596, Nov. 1999.
26. M. Dohler, "Virtual antenna arrays," Ph.D. dissertation, King's College London, University of London, Nov. 2003.
27. H. Shin and J. Lee, "Closed-form formulas for ergodic capacity of MIMO Rayleigh fading channels," in Proc. 2003 IEEE ICC, pp. 2996-3000.
28. M. Kang and M. Alouini, "On the capacity of MIMO Rician channels," in Proc. 2002 Allerton Conf. Commun., Control Computing, pp. 936-945.
29. M. Dohler and H. Aghvami, "On the approximation of MIMO capacity," IEEE Trans. Wireless Commun., vol. 4, no. 1, pp. 30-34, Jan. 2005.
30. E. Biglieri and G. Taricco, Transmission and Reception with Multiple Antennas: Theoretical Foundations. Now Publishers Inc., 2004.
31. R. M. Corless, G. H. Gonnet, D. E. G. Hare, D. J. Jeffrey, and D. E. Knuth, "On the LambertW function," Adv. Comput. Math., vol. 5, pp. 329-359, 1996.
32. X. Gourdon and P. Sebah, "The Euler constant: γ." Available: http://numbers.computation.free.fr/Constants/Gamma/gamma.html
33. M. Abramowitz and I. A. Stegun, Handbook of Mathematical Functions with Formulas, Graphs and Mathematical Tables. Dover Press, 1974.