Abstract
Antenna selection is a low-cost low-complexity attractive approach in MIMO systems that capture many advantages of these systems. In this paper, our objective is to select the best antennas that maximize throughput with truncated selective repeat automatic repeat request at data link layer in zero-forcing MIMO receivers. We propose a novel binary particle swarm optimization method with throughput as its fitness function for joint transmit and receive antenna selection. The results of simulations demonstrate that the proposed throughput based antenna selection method has better performance compared to capacity based methods, and PSO algorithm can significantly reduce computational complexity.
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References
Sanayei, S., & Nosratinia, A. (2004). Antenna selection in MIMO systems. IEEE Communication, 42, 68–73.
Gharavi-Alkhansari, M., & Gershman, A. B. (2004). Fast antenna subset selection in MIMO systems. IEEE transactions on signal processing, 52(2), 339–347.
Gorokhov, A., Collados, M., Gore, D., & Paulraj, A. (2004). Transmit/receive MIMO antenna subset selection. In Proceedings of the IEEE international conference acoustics speech, signal process (pp. 13–16).
Molisch, A. F., Win, M. Z., Choi, Y.-S., & Winters, J. H. (2005). Capacity of MIMO systems with antenna selection. IEEE Transactions on Wireless Communications, 4(4), 1759–1772.
Vicario, J. L., Lagunas, M. A., & Anton-Haro, C. (2006). A cross-layer approach to transmit antenna selection. IEEE Transactions on Wireless Communications, 5, 1993–1997.
Abu Saleh, H. A., & Hamouda, W. (2009). Cross-layer based transmit antenna selection for decision-feedback detection in correlated Rician MIMO channels. IEEE Transactions on Wireless Communications, 8(4), 1677–1682.
lari, M., Mohammadi, A., & Abdipour, A. (2010). Cross layer transmit antenna selection in MQAM moudulation MIMO systems. In IST conference.
Zhang, Y., Zheng, G., Ji, C., Wong, K.-K., & Cui, T. (2010). Near-optimal joint antenna selection for amplify-and-forward relay networks. IEEE Transactions on Wireless Communications, 9(8), 2401–2407.
Lu, H., & Fang, W. (2007). Joint transmit/receive antenna selection in MIMO systems based on the priority-based genetic algorithm. IEEE Antennas & Propagation, 6, 588–591.
Naeem, M., & Lee, D. C. (2011). Low-complexity joint transmit and receive antenna selection for MIMO systems. Engineering Applications of Artificial Intelligence, 24(6), 1046–1051.
Yongqiang, H., Wentao, L., & Xiaohui, L. (2013). Particle swarm optimization for antenna selection in MIMO system. Wireless Personal Communications, 68(3), 1013–1029.
Yue Tam, E. C. (2005). Random sample antenna selection with antenna swapping. Master of Science Dissertation. Dept. ECE Queen’s University.
Lin, S., CostelIo, D., & Miller, M. (1984). Automatic-repeat request error control schemes. IEEE Communications Magazine, 22, 5–17.
Kennedy, J., & Eberhart, R. C. (1995). Particle swarm optimization. Proceedings of IEEE conference (pp. 1924–1948).
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The authors would like to thank ITRC (Iran Telecommunication Research Center) for the invaluable assistance and funding for this paper.
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Tohidi, M.S., Azmi, P. Low-Complexity Throughput-Based Antenna Selection Method. Wireless Pers Commun 75, 385–395 (2014). https://doi.org/10.1007/s11277-013-1368-5
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DOI: https://doi.org/10.1007/s11277-013-1368-5