[en] This paper aims at a realistic evaluation of Rayleighproduct
multiple-input multiple-output (MIMO) systems. Specifically,
by considering the residual transceiver hardware impairments
into account, we derive the ergodic channel capacity of a
MIMO system with optimal receivers in the case of insufficient
scattering. Actually, motivated by the increasing interest for
massive MIMO systems, we investigate the impact of transceiver
hardware imperfections in systems with both finite (conventional)
and large number of antennas under rank deficient channel
matrix conditions by varying the severity of hardware quality.
Among the interesting outcomes, we emphasize that the residual
hardware transceiver impairments result to a saturation of the
ergodic channel capacity within the high signal-to-noise ratio
(SNR) regime. Furthermore, we observe that the higher the
“richness” of the scattering environment, the higher the ergodic
channel capacity till it gets saturated.
Disciplines :
Electrical & electronics engineering
Author, co-author :
Papazafeiropoulos, Anastasios; University of Edinburgh, Edinburgh > Institute for Digital Communications
Sharma, Shree Krishna ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
Chatzinotas, Symeon ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
Ratnarajah, Thar; University of Edinburgh > Institute for Digital Communications
Ottersten, Björn ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
External co-authors :
yes
Language :
English
Title :
Impact of Transceiver Hardware Impairments on the Ergodic Channel Capacity for Rayleigh-Product MIMO Channels
Publication date :
July 2016
Event name :
17th IEEE International workshop on Signal Processing advances in Wireless Communications (SPAWC)
E. Telatar, "Capacity of multi-antenna Gaussian channels," Europ. Trans. on Telecom., vol. 10, no. 6, pp. 585-595, 1999.
D. Gesbert, H. Bölcskei, D. A. Gore, and A. J. Paulraj, "Outdoor MIMO wireless channels: Models and performance prediction," IEEE Trans. on Commun., vol. 50, no. 12, pp. 1926-1934, 2002.
D. Chizhik, G. J. Foschini, M. J. Gans, R. Valenzuela et al., "Keyholes, correlations, and capacities of multi-element transmit and receive antennas," IEEE Trans. on Wireless Commun., vol. 1, no. 2, pp. 361-368, 2002.
J. P. Kermoal, L. Schumacher, K. I. Pedersen, P. E. Mogensen, and F. Frederiksen, "A stochastic MIMO radio channel model with experimental validation," IEEE Journal on Sel. Areas in Commun., vol. 20, no. 6, pp. 1211-1226, 2002.
H. Shin and J. H. Lee, "Capacity of multiple-antenna fading channels: Spatial fading correlation, double scattering, and keyhole," IEEE Trans. on Inform. Theory, vol. 49, no. 10, pp. 2636-2647, 2003.
H. Shin and M. Z. Win, "MIMO diversity in the presence of double scattering," IEEE Trans. Inform. Theory, vol. 54, no. 7, pp. 2976-2996, 2008.
C. Zhong, T. Ratnarajah, Z. Zhang, K. K. Wong, and M. Sellathurai, "Performance of Rayleigh-product MIMO channels with linear receivers," IEEE Trans. Wireless Commun., vol. 13, no. 4, pp. 2270-2281, 2014.
T. Schenk, RF imperfections in high-rate wireless systems: impact and digital compensation. Springer Science & Business Media, 2008.
C. Studer, M. Wenk, and A. Burg, "MIMO transmission with residual transmit-RF impairments," in ITG/IEEE Work. Smart Ant. (WSA). IEEE, 2010, pp. 189-196.
E. Björnson, P. Zetterberg, M. Bengtsson, and B. Ottersten, "Capacity limits and multiplexing gains of MIMO channels with transceiver impairments," IEEE Commun. Lett., vol. 17, no. 1, pp. 91-94, 2013.
A. Papazafeiropoulos, S. K. Sharma, and S. Chatzinotas, "Impact of transceiver impairments on the capacity of dual-hop relay massive MIMO systems," in IEEE Global Communications Conference (GLOBECOM 2015)-Workshop on Massive MIMO: From theory to practice, 2015.
-, "'MMSE filtering performance of DH-AF massive MIMO relay systems with residual transceiver impairments," in IEEE International Conference on Communications (ICC 2016)-Workshop on Advanced PHY and MAC Technology for Super Dense Wireless Networks, 2016.
T. Marzetta, "Noncooperative cellular wireless with unlimited numbers of base station antennas," IEEE Trans. Wireless Commun., vol. 9, no. 11, pp. 3590-3600, November 2010.
A. Osseiran, F. Boccardi, V. Braun, K. Kusume, P. Marsch, M. Maternia, O. Queseth, M. Schellmann, H. Schotten, H. Taoka, H. Tullberg, M. Uusitalo, B. Timus, and M. Fallgren, "Scenarios for 5G mobile and wireless communications: The vision of the METIS project," IEEE Commun. Mag., vol. 52, no. 5, pp. 26-35, May 2014.
X. Zhang, M. Matthaiou, E. Björnson, M. Coldrey, and M. Debbah, "On the MIMO capacity with residual transceiver hardware impairments," in Proc. IEEE Int. Conf. Commun. IEEE, 2014, pp. 5299-5305.
E. Björnson, J. Hoydis, M. Kountouris, and M. Debbah, "Massive MIMO systems with non-ideal hardware: Energy efficiency, estimation, and capacity limits," IEEE Trans. Inform. Theory, vol. 60, no. 11, pp. 7112-7139, Nov 2014.
E. Björnson, M. Matthaiou, and M. Debbah, "Massive MIMO with nonideal arbitrary arrays: Hardware scaling laws and circuit-aware design," IEEE Trans. Wireless Commun., vol. 14, no. no.8, pp. 4353-4368, Aug. 2015.
H. Holma and A. Toskala, LTE for UMTS: Evolution to LTE-Advanced, Wiley, Ed., 2011.
I. S. Gradshteyn and I. M. Ryzhik, "Table of integrals, series, and products," Alan Jeffrey and Daniel Zwillinger (eds.), Seventh edition (Feb 2007), vol. 885, 2007.
S. Chatzinotas and B. Ottersten, "Capacity analysis of dual-hop amplifyand-forward MIMO multiple-access channels," in International Conference on Wireless Communications & Signal Processing (WCSP), Hunagshan, China, Oct 2012.
A. M. Tulino and S. Verdú, Random matrix theory and wireless communications. Now Publishers Inc., 2004, vol. 1, no. 1.
J. W. Silverstein and Z. Bai, "On the empirical distribution of eigenvalues of a class of large dimensional random matrices," Journal of Multivariate analysis, vol. 54, no. 2, pp. 175-192, 1995.
S. Jin, M. R. McKay, C. Zhong, and K. K. Wong, "Ergodic capacity analysis of amplify-and-forward MIMO dual-hop systems," IEEE Trans. on Inform. Theory, vol. 56, no. 5, pp. 2204-2224, 2010.
A. Prudnikov, Y. Brychkov, and O. Marichev, Integrals and Series: More special functions, ser. Integrals and Series. Gordon and Breach Science Publishers, 1990. [Online]. Available: https://books.google.gr/booksid=OdS6QgAACAAJ
