Adaptive Spatial Modulation over MmWave Channel with UPA
International Journal of Information and Communication Sciences
Volume 5, Issue 3, September 2020, Pages: 40-47
Received: Sep. 2, 2020; Accepted: Sep. 18, 2020; Published: Sep. 25, 2020
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Yuhong Liu, College of Information Science and Technology, Jinan University, Guangzhou, China
Duoying Zhang, College of Information Science and Technology, Jinan University, Guangzhou, China
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Spatial modulation (SM) utilizes the transmit antenna index and a quadrature amplitude modulation (QAM) symbol chosen from a constellation diagram to improve spectral efficiency (SE) comparing to conventional modulation scheme. However, in the conventional SM system, the modulation mode applied to the active antenna is fixed, which degrades the bits error rates (BER) and spectral efficiency (SE) performance. Moreover, a large number of researches on SM systems focus on the utilization of the uniform linear array (ULA) for transmission, which only considers the transmission on the horizontal domain while ignoring that on the vertical domain. Therefore, in this paper, we propose an adaptive spatial modulation (ASM) scheme with uniform planar array (UPA) over millimeter wave (mmWave) channels, which combines SM with adaptive modulation (AM) to enhance the performance of SE. To further improve the bits error rates (BER) performance, we develop an UPA-based ASM scheme with transmit antenna selection (TAS). We then analyse the BER and SE performance of both the two ASM scheme and obtain the closed-form expression for SE of the UPA-based ASM scheme with TAS algorithm. The simulations demonstrate that the proposed ASM schemes can achieve a considerable SE and a relatively low BER.
ASM, UPA, mmWave, Multiple-input-multiple-output (MIMO)
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Yuhong Liu, Duoying Zhang, Adaptive Spatial Modulation over MmWave Channel with UPA, International Journal of Information and Communication Sciences. Vol. 5, No. 3, 2020, pp. 40-47. doi: 10.11648/j.ijics.20200503.12
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L. Wei, R. Q. Hu, Y. Qian, and G. Wu, “Key elements to enable mil- limeter wave communications for 5G wireless systems,” IEEE Wireless Communications, vol. 21, no. 6, pp. 136–143, 2014.
F. Boccardi, R. W. Heath Jr, A. Lozano, T. L. Marzetta, and P. Popovski, “Five disruptive technology directions for 5G,” arXiv preprint arXiv: 1312.0229, 2013.
T. Bai, A. Alkhateeb, and R. W. Heath, “Coverage and capacity of millimeter-wave cellular networks,” IEEE Communications Magazine, vol. 52, no. 9, pp. 70–77, 2014.
A. Alkhateeb, J. Mo, N. Gonzalez-Prelcic, and R. W. Heath, “MIMO precoding and combining solutions for millimeter-wave systems,” IEEE Communications Magazine, vol. 52, no. 12, pp. 122–131, 2014.
T. S. Rappaport, R. W. Heath Jr, R. C. Daniels, and J. N. Murdock, Millimeter wave wireless communications. Pearson Education, 2015.
T. S. Rappaport, Y. Xing, G. R. MacCartney, A. F. Molisch, E. Mellios, and J. Zhang, “Overview of millimeter wave communications for fifth-generation (5G) wireless networks—with a focus on propagation models,” IEEE Transactions on Antennas and Propagation, vol. 65, no. 12, pp. 6213–6230, 2017.
I. A. Hemadeh, K. Satyanarayana, M. El-Hajjar, and L. Hanzo, “Millimeter-wave communications: Physical channel models, design considerations, antenna constructions, and link-budget,” IEEE Communications Surveys & Tutorials, vol. 20, no. 2, pp. 870–913, 2017.
R. W. Heath, N. Gonzalez-Prelcic, S. Rangan, W. Roh, and A. M. Sayeed, “An overview of signal processing techniques for millimeter wave MIMO systems,” IEEE journal of selected topics in signal processing, vol. 10, no. 3, pp. 436–453, 2016.
Y. A. Chau and S. H. Yu, “Space modulation on wireless fading channels,” in IEEE 54th Vehicular Technology Conference. VTC Fall 2001. Proceedings (Cat. No. 01CH37211), vol. 3. IEEE, 2001, pp. 1668–1671.
H. Haas, E. Costa, and E. Schulz, “Increasing spectral efficiency by data multiplexing using antenna arrays,” in The 13th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, vol. 2. IEEE, 2002, pp. 610–613.
R. Y. Mesleh, H. Haas, S. Sinanovic, C. W. Ahn, and S. Yun, “Spatial modulation,” IEEE Transactions on vehicular technology, vol. 57, no. 4, pp. 2228–2241, 2008.
A. Stavridis, S. Sinanovic, M. Di Renzo, and H. Haas, “Energy evaluation of spatial modulation at a multi-antenna base station,” in 2013 IEEE 78th Vehicular Technology Conference (VTC Fall). IEEE, 2013, pp. 1–5.
M. Di Renzo, H. Haas, A. Ghrayeb, S. Sugiura, and L. Hanzo, “Spatial modulation for generalized MIMO: Challenges, opportunities, and implementation,” Proceedings of the IEEE, vol. 102, no. 1, pp. 56–103, 2013.
M. Wen, B. Zheng, K. J. Kim, M. Di Renzo, T. A. Tsiftsis, K. C. Chen, and N. Al-Dhahir, “A survey on spatial modulation in emerging wireless systems: Research progresses and applications,” IEEE Journal on Selected Areas in Communications, vol. 37, no. 9, pp. 1949–1972, 2019.
P. Yang, Y. Xiao, Y. L. Guan, K. Hari, A. Chockalingam, S. Sugiura, H. Haas, M. Di Renzo, C. Masouros, Z. Liu et al., “Single-carrier SM-MIMO: A promising design for broadband large-scale antenna systems,” IEEE Communications Surveys & Tutorials, vol. 18, no. 3, pp. 1687– 1716, 2016.
T. L. Narasimhan, P. Raviteja, and A. Chockalingam, “Large-scale multiuser SM-MIMO versus massive MIMO,” in 2014 Information Theory and Applications Workshop (ITA). IEEE, 2014, pp. 1–9.
N. Serafimovski, S. Sinanovic´, M. Di Renzo, and H. Haas, “Multiple access spatial modulation,” EURASIP Journal on Wireless Communications and Networking, vol. 2012, no. 1, p. 299, 2012.
T. Datta, H. S. Eshwaraiah, and A. Chockalingam, “Generalized space and frequency index modulation,” IEEE Transactions on Vehicular Technology, vol. 65, no. 7, pp. 4911–4924, 2015.
C. Guo, “Research on adaptive modulation of MIMO MPSK systems,” in 2010 Second International Conference on Networks Security, Wireless Communications and Trusted Computing, vol. 1. IEEE, 2010, pp. 390– 393.
J. F. Paris and A. J. Goldsmith, “Adaptive modulation for MIMO multiplexing under average BER constraints and imperfect CSI,” in 2006 IEEE International Conference on Communications, vol. 3. IEEE, 2006, pp. 1318–1325.
Z. Zhou, B. Vucetic, M. Dohler, and Y. Li, “MIMO systems with adaptive modulation,” IEEE transactions on Vehicular Technology, vol. 54, no. 5, pp. 1828–1842, 2005.
P. Yang, Y. Xiao, Y. Yu, and S. Li, “Adaptive spatial modulation for wireless MIMO transmission systems,” IEEE Communications Letters, vol. 15, no. 6, pp. 602–604, 2011.
P. Yang, Y. Xiao, Y. Yu, L. Li, Q. Tang, and S. Li, “Simplified adaptive spatial modulation for limited-feedback MIMO systems,” IEEE Transactions on Vehicular Technology, vol. 62, no. 6, pp. 2656–2666, 2013.
T. V. H. Nguyen, S. Sugiura, and K. Lee, “Low-complexity sphere search-based adaptive spatial modulation,” IEEE Transactions on Vehicular Technology, vol. 67, no. 8, pp. 7836–7840, 2018.
P. Yang, Y. Xiao, L. Li, Q. Tang, Y. Yu, and S. Li, “Link adaptation for spatial modulation with limited feedback,” IEEE Transactions on Vehicular Technology, vol. 61, no. 8, pp. 3808–3813, 2012.
Z. Bouida, A. Ghrayeb, and K. A. Qaraqe, “Adaptive spatial modulation for spectrally-efficient MIMO systems,” in 2014 IEEE Wireless Communications and Networking Conference (WCNC). IEEE, 2014, pp. 583–587.
S. Rangan, T. S. Rappaport, and E. Erkip, “Millimeter wave cellular wireless networks: Potentials and challenges,” arXiv preprint arXiv: 1401.2560, 2014.
A. A. Saleh and R. Valenzuela, “A statistical model for indoor multipath propagation,” IEEE Journal on selected areas in communications, vol. 5, no. 2, pp. 128–137, 1987.
O. El 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, 2014.
M. R. Akdeniz, Y. Liu, M. K. Samimi, S. Sun, S. Rangan, T. S. Rappaport, and E. Erkip, “Millimeter wave channel modeling and cellular capacity evaluation,” IEEE journal on selected areas in communications, vol. 32, no. 6, pp. 1164–1179, 2014.
M. S. Alouini and A. J. Goldsmith, “Adaptive modulation over nakagami fading channels,” Wireless Personal Communications, vol. 13, no. 1-2, pp. 119–143, 2000.
J. Jeganathan, A. Ghrayeb, and L. Szczecinski, “spatial modulation: Optimal detection and performance analysis.” IEEE Communications Letters, vol. 12, no. 8, pp. 545-547, 2008.
W. Tan, S. D. Assimonis, M. Matthaiou, Y. Han, X. Li, and S. Jin, “Analysis of different planar antenna arrays for mmWave massive MIMO systems,” in 2017 IEEE 85th Vehicular Technology Conference (VTC Spring). IEEE, 2017, pp. 1–5.
P. Yang, M. Di Renzo, Y. Xiao, S. Li, and L. Hanzo, “Design guidelines for spatial modulation,” IEEE Communications Surveys & Tutorials, vol. 17, no. 1, pp. 6–26, 2014.
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