Performance Evaluation of Beamspace MIMO Systems with Channel Estimation in Realistic Environments
DOI:
https://doi.org/10.13052/jcsm2245-1439.234Keywords:
beamspace, MIMO, BS-MIMO, channel estimation, ESPAR, link level evaluationAbstract
Beamspace MIMO (BS-MIMO) systems have been recently proposed as a means to address the two key weaknesses of conventional MIMO systems: the antenna size and the need for multiple RF chains. BS-MIMO transmission is supported by the Electronically Steerable Passive Array Radiators (ESPAR) with a single active and multiple parasitic elements. The main objective is to develop efficient MIMO multiplexing schemes that use only one Radio Frequency (RF) chain and simultaneously maintain extremely small antenna size. Moreover, the recent research results have shown that BS-MIMO systems have increased multiplexing and beamforming capabilities and for small antenna sizes clearly outperform equivalent conventional systems in terms of system capacity. Nevertheless, research on BS-MIMO has been focusing on the study of the ESPAR antenna properties that facilitate beamspace transmission and the theoretical analysis of the ergodic capacity provided by the aerial degrees of freedom (aDoF) of the beamspace channel. Recently, the first steps have been made to design and evaluate practical BS-MIMO systems. This paper presents extended results of the first attempt to design practical and realistic BS-MIMO transmission and reception schemes and it specifically focuses on channel estimation techniques for BS-MIMO systems with adaptive pattern reconfiguration. Adaptation of the basic least-squares (LS) and minimum mean squared error (MMSE) estimators for the beamspace radio channels is performed and the algorithms are incorporated in an adaptive Singular Value Decomposition (SVD)-based system. Finally, fundamental results extracted by the developed beamspace link level simulator are presented in order to evaluate and compare BS-MIMO with equivalent conventional MIMO systems.
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References
O. N. Alrabadi, J. Perruisseau-Carrier and A. Kalis. MIMO Transmission Using a Single RF Source: Theory and Antenna Design. In IEEE Transactions on Antennas and Propagation, vol.60, no.2, pp.654-664, 2012.
A. Kalis, A. Kanatas and C. Papadias. A Novel Approach to MIMO Transmission Using a Single RF Front End. In IEEE Journal on Selected Areas in Communications, vol. 26, no 6, pp.972-980, August 2008.
M. Wennstrom and T. Svantesson. An antenna solution for MIMO channels: the switched parasitic antenna. In 12th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, pp.159-163, vol.1, 2001.
T. Ohira and K. Gyoda. Electronically steerable passive array radiator antennas for low-cost analog adaptive beamforming. In Proceedings of IEEE International Conference on Phased Array Systems and Technology, pp.101-104, 2000.
V. Barousis and A. G. Kanatas. Aerial degrees of freedom of parasitic arrays for single RF front-end MIMO transceivers. In Progress In Electromagnetics Research B, vol. 35, pp.287-306, 2011.
P. N. Vasileiou, K. Maliatsos, E. D. Thomatos and A. G. Kanatas. Reconfigurable Orthonormal Basis Patterns Using ESPAR Antennas. In IEEE Antennas and Wireless Propagation Letters, vol.12, pp.448-451, 2013.
V. Barousis, A. G. Kanatas, A. Kalis and C. Papadias. A Stochastic Beamforming Algorithm for ESPAR Antennas. In IEEE Antennas and Wireless Propagation Letters, vol.7, pp.745-748, 2008.
K. Maliatsos, P. N. Vasileiou and A. G. Kanatas. Channel Estimation and Link Level Evaluation of Adaptive Beamspace MIMO Systems. In Proceedings of Wireless VITAE, Global Wireless Summit, 2013.
A. Paulraj, R. Nabar and D. Gore. Introduction to Space-Time Wireless Communications. Cambridge University Press NY-USA, 2008.
E. Thomatos, P. Vasileiou, and A. Kanatas. ESPAR loads calculation for achieving desired radiated patterns with a genetic algorithm. The 7th European Conference on Antennas and Propagation, EuCAP, 2013.
O. Weikert and U. Zolzer. Efficient MIMO Channel Estimation With Optimal Training Sequences. In in Proceedings of 1st Workshop on Commercial MIMO-Components and Systems (CMCS 2007), 2007.
A. M. Sayeed. Reconfigurable Orthonormal Basis Patterns Using ESPAR Antennas. In IEEE Transactions on Signal Processing, vol.50, no.10, pp.2563-2579, 2002.
K. Maliatsos, A. G. Kanatas. Modifications of the IST WINNER channel model for beamspace processing and parasitic arrays. In Proceedings of the 7th European Conference on Antennas and Propagation, EUCAP 2013, 2013.
L. Hentila, P. Kyosti, M. Kaske, M. Narandzic and M. Alatossava. MATLAB implementation of the WINNER Phase II Channel Model ver1.1. In https://www.ist-winner.org/phase_2_model.htm, 2007.
T. Ohira and K. Iigusa. Electronically steerable parasitic array radiator antenna. In Electronics and Communications in Japan (Part II: Electronics), pp.25-45, Wiley Subscription Services, 2004.
V. I. Barousis, A. G. Kanatas and A. Kalis. Beamspace-Domain Analysis of Single-RF Front-End MIMO Systems. In IEEE Transactions on Vehicular Technology, vol.60, no.3, pp.1195-1199, 2011.
J. Pang, J. Li, L. Zhao and Z. Lu. Optimal Training Sequences for MIMO Channel Estimation with Spatial Correlation. In Proceedings of the 66th IEEE Vehicular Technology Conference, VTC-2007 Fall, pp.651-655, 2007.
X. Ma and L. Yang and G. B. Giannakis. Optimal training for MIMO frequency-selective fading channels. In IEEE Transactions on Wireless Communications, pp.453-466, 2005.
R. Bains and R. R. Muller. Using Parasitic Elements for Implementing the Rotating Antenna for MIMO Receivers. In IEEE Transactions on Wireless Communications, vol.7, no.11, pp.4522-4533, 2008.
P. Kyosti, J. Meinila, L. HentilaBains, et all. IST-4-027756 WINNER II D1.1.2 v.1.1: WINNER II channel models, 2007