Millimeter wave (mmWave); Cognitive Radio; Hybrid Pre-coding; Alternating Direction Method of Multipliers (ADMM); Large-scale antenna arrays; Multiple-Input Multiple-Output (MIMO)
Résumé :
[en] Recent advances in Milimeter wave (mmWave) band mobile communications may provide solutions to the increasing traffic demand in modern wireless systems. Even though mmWave bands are scarcely occupied, the design of a prospect transceiver should guarantee the efficient coexistence with the incumbent services in these bands. To that end, in this paper, two underlay cognitive transceiver designs are proposed based on a hybrid Analog/Digital transceiver architecture that enables the mmWave spectrum access while controlling the interference to the incumbent users with low hardware complexity and power consumption. The first cognitive solution designs a codebook free cognitive hybrid pre-coder by maximizing the mutual information between its two ends subject to interference, power and hardware constraints related to the analog counterpart. The second solution is codebook based and exhibits less complexity than the first one at the cost of inferior spectral efficiency. A novel codebook free solution for the post-coder at the cognitive receiver part is further proposed, based on a hardware constrained Minimum Mean Square Error criterion. Simulations study the performance of both the proposed hybrid approaches and compare it to the one of a fully digital solution for typical wireless environments.
Disciplines :
Ingénierie électrique & électronique
Auteur, co-auteur :
TSINOS, Christos ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
MALEKI, Sina ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
CHATZINOTAS, Symeon ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
OTTERSTEN, Björn ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
Co-auteurs externes :
no
Langue du document :
Anglais
Titre :
Hybrid Analog-Digital Transceiver Designs for Cognitive Radio Millimiter Wave Systems
Date de publication/diffusion :
2016
Nom de la manifestation :
50th anniversary of the Asilomar Conference on Signals, Systems, and Computers Website
Date de la manifestation :
November 6-9th, 2016
Titre de l'ouvrage principal :
Hybrid Analog-Digital Transceiver Designs for Cognitive Radio Millimiter Wave Systems
T. Bai and R. W. Heath, "Coverage and rate analysis for millimeter-wave cellular networks, " IEEE Transactions on Wireless Communications, vol. 14, no. 2, pp. 1100-1114, Feb 2015.
T. S. Rappaport, G. R. MacCartney, M. K. Samimi, and S. Sun, "Wideband millimeter-wave propagation measurements and channel models for future wireless communication system design, " IEEE Transactions on Communications, vol. 63, no. 9, pp. 3029-3056, Sept 2015.
O. E. Ayach, S. Rajagopal, S. Abu-Surra, Z. Pi, and R. W. Heath, "Spatially sparse precoding in millimeter wave MIMO systems, " IEEE Transactions on Wireless Communications, vol. 13, no. 3, pp. 1499-1513, March 2014.
X. Yu, J. C. Shen, J. Zhang, and K. B. Letaief, "Alternating minimization algorithms for hybrid precoding in millimeter wave MIMO systems, " IEEE Journal of Selected Topics in Signal Processing, vol. 10, no. 3, pp. 485-500, April 2016.
F. Sohrabi and W. Yu, "Hybrid digital and analog beamforming design for large-scale antenna arrays, " IEEE Journal of Selected Topics in Signal Processing, vol. 10, no. 3, pp. 501-513, April 2016.
I.-R. R. Regulations, "Frequency allocations, " Volume I, Chapter II, Article 5, 2012.
A. Goldsmith, S. A. Jafar, I. Maric, and S. Srinivasa, "Breaking spectrum gridlock with cognitive radios: An information theoretic perspective, " Proceedings of the IEEE, vol. 97, no. 5, pp. 894-914, May 2009.
D. P. Palomar and M. Chiang, "A tutorial on decomposition methods for network utility maximization, " IEEE Journal on Selected Areas in Communications, vol. 24, no. 8, pp. 1439-1451, Aug 2006.
F. D. Neeser and J. L. Massey, "Proper complex random processes with applications to information theory, " IEEE Transactions on Information Theory, vol. 39, no. 4, pp. 1293-1302, Jul 1993.
S. Boyd and L. Vandenberghe, "Convex optimization, " 2004.
T. Kailath, A. H. Sayed, and B. Hassibi, Linear estimation. Prentice Hall Upper Saddle River, NJ, 2000, vol. 1.
S. Boyd, N. Parikh, E. Chu, B. Peleato, and J. Eckstein, "Distributed optimization and statistical learning via the alternating direction method of multipliers, " Foundations and Trends R in Machine Learning, vol. 3, no. 1, pp. 1-122, 2011.
C. G. Tsinos and S. Maleki and S. Chatzinotas and B. Ottersten, "Hybrid analog-digital transceiver designs for cognitive large-scale antenna array systems, " IEEE Trans. on Signal Processing, 2016, Submitted.
D. P. Bertsekas, "Nonlinear programming, " 1999.
J. A. Tropp and A. C. Gilbert, "Signal recovery from random measurements via orthogonal matching pursuit, " IEEE Trans. on Information Theory, vol. 53, no. 12, pp. 4655-4666, Dec 2007.