Volume 33 Issue 2
Mar.  2024
Turn off MathJax
Article Contents
Wei-Chiang WU, “Blind Signal Reception in Downlink Generalized Spatial Modulation Multiuser MIMO System Based on Minimum Output Energy,” Chinese Journal of Electronics, vol. 33, no. 2, pp. 504–515, 2024 doi: 10.23919/cje.2022.00.113
Citation: Wei-Chiang WU, “Blind Signal Reception in Downlink Generalized Spatial Modulation Multiuser MIMO System Based on Minimum Output Energy,” Chinese Journal of Electronics, vol. 33, no. 2, pp. 504–515, 2024 doi: 10.23919/cje.2022.00.113

Blind Signal Reception in Downlink Generalized Spatial Modulation Multiuser MIMO System Based on Minimum Output Energy

doi: 10.23919/cje.2022.00.113
More Information
  • Author Bio:

    Wei-Chiang WU received the M.S. and Ph.D. degrees both in electrical engineering from the Taiwan Tsing Hua University, Hsinchu, China, in 1992 and 1998, respectively. He has been a Professor at the Department of Electrical Engineering, Da-Yeh University, Changhua, China. He is now a Professor at the Department of College of Mechanical and Electrical Engineering, Sanming University, Sanming, China. His current research interests include multiuser MIMO detection, smart antenna technology, and spatial modulation technique. (Email: lclunds@163.com)

  • Corresponding author: Email: lclunds@163.com
  • Received Date: 2022-05-03
  • Accepted Date: 2022-10-08
  • Available Online: 2023-01-14
  • Publish Date: 2024-03-05
  • This paper considers downlink multiuser multiple-input-multiple-output system with parallel spatial modulation scheme, in which base station transmitter antennas are separated into K groups corresponding to K user terminals. Generalized spatial modulation is employed, in which a subset (more than single antenna) of transmit antenna array are activated and the activating pattern corresponds to specific spatial symbol. Different from existing precoding-based algorithms, we develop a two-stage detection scheme at each user terminal: In the pre-processing stage, a minimax algorithm is proposed to identify the indices of active antennas, where the key idea is that the minimum output energy of the detector is maximized; A constrained minimum output energy algorithm is proposed in the post-processing stage to mitigate multiuser interference and extract temporal symbols. Compared with existing precoding-based algorithms, the complexity is significantly reduced. Moreover, the proposed algorithm is semi-blind, in which only a small subset of channel state information is required to identify active antennas as well as eliminate multiuser interference. Simulation results demonstrate that the proposed algorithm is near-far resistant and the spectral efficiency is extensively increased compared to the conventional spatial modulation scheme.
  • loading
  • [1]
    E. Basar, M. W. Wen, R. Mesleh, et al., “Index modulation techniques for next-generation wireless networks,” IEEE Access, vol. 5, pp. 16693–16749, 2017. doi: 10.1109/ACCESS.2017.2737528
    [2]
    R. Y. Mesleh, H. Haas, S. Sinanovic, et al., “Spatial modulation,” IEEE Transactions on Vehicular Technology, vol. 57, no. 4, pp. 2228–2241, 2008. doi: 10.1109/TVT.2007.912136
    [3]
    R. Mesleh, H. Haas, C. W. Ahn, et al., “Spatial modulation—A new low complexity spectral efficiency enhancing technique,” in Proceedings of the 1st International Conference on Communications and Networking in China, Beijing, China, pp.1–5, 2006.
    [4]
    M. Di Renzo, H. Haas, and P. M. Grant, “Spatial modulation for multiple-antenna wireless systems: a survey,” IEEE Communications Magazine, vol. 49, no. 12, pp. 182–191, 2011. doi: 10.1109/MCOM.2011.6094024
    [5]
    M. W. Wen, B. X. Zheng, K. J. Kim, et al., “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. doi: 10.1109/JSAC.2019.2929453
    [6]
    S. M. Song, Y. L. Yang, Q. Xion, et al., “A channel hopping technique I: theoretical studies on band efficiency and capacity,” in Proceedings of 2004 International Conference on Communications, Circuits and Systems, Chengdu, China, pp.229–233, 2004.
    [7]
    J. Jeganathan, A. Ghrayeb, L. Szczecinski, et al., “Space shift keying modulation for MIMO channels,” IEEE Transactions on Wireless Communications, vol. 8, no. 7, pp. 3692–3703, 2009. doi: 10.1109/TWC.2009.080910
    [8]
    M. X. Zhang, W. W. Miao, Y. T. Shen, et al., “Joint spatial modulation and beamforming based on statistical channel state information for hybrid massive MIMO communication systems,” IET Communications, vol. 13, no. 10, pp. 1458–1464, 2019. doi: 10.1049/iet-com.2018.6201
    [9]
    N. Serafimovski, S. Sinanovixć, A. Younis, et al., “2-User multiple access spatial modulation,” in Proceedings of the 6th IEEE International Workshop on Heterogeneous, Multi-Hop, Wireless and Mobile Networks, Houston, TX, USA, pp.343–347, 2011.
    [10]
    T. L. Narasimhan, P. Raviteja, and A. Chockalingam, “Large-scale multiuser SM-MIMO versus massive MIMO,” in Proceedings of 2014 Information Theory and Applications Workshop (ITA), San Diego, CA, USA, pp.1–9, 2014.
    [11]
    J. P. Zheng, “Low-complexity detector for spatial modulation multiple access channels with a large number of receive antennas,” IEEE Communications Letters, vol. 18, no. 11, pp. 2055–2058, 2014. doi: 10.1109/LCOMM.2014.2359445
    [12]
    W. L. Zhang, “SAGE based data detection for multiuser spatial modulation with large number of receive antennas,” IEEE Communications Letters, vol. 19, no. 9, pp. 1520–1523, 2015. doi: 10.1109/LCOMM.2015.2451615
    [13]
    E. Z. Zhou and L. Hao, “On the detection of multiple-access spatial modulations,” Chinese Journal of Electronics, vol. 26, no. 1, pp. 172–178, 2017. doi: 10.1049/cje.2016.08.018
    [14]
    K. M. Humadi, A. I. Sulyman, and A. Alsanie, “Spatial modulation concept for massive multiuser MIMO systems,” International Journal of Antennas and Propagation, vol. 2014, article no. 563273, 2014. doi: 10.1155/2014/563273
    [15]
    A. Stavridis, M. Di Renzo, P. M. Grant, et al., “On the asymptotic performance of receive space modulation in the shadowing broadcast channel,” IEEE Communications Letters, vol. 20, no. 10, pp. 2103–2106, 2016. doi: 10.1109/LCOMM.2016.2592498
    [16]
    R. Pizzio, B. F. Uchôa-Filho, M. D. Renzo, et al., “Generalized spatial modulation for downlink multiuser MIMO systems with multicast,” in 2016 IEEE 27th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications, Valencia, Spain, pp.1–6, 2016.
    [17]
    A. Stavridis, M. D. Renzo, and H. Haas, “Performance analysis of multistream receive spatial modulation in the MIMO broadcast channel,” IEEE Transactions on Wireless Communications, vol. 15, no. 3, pp. 1808–1820, 2016. doi: 10.1109/TWC.2015.2496597
    [18]
    S. Narayanan, M. J. Chaudhry, A. Stavridis, et al., “Multi-user spatial modulation MIMO,” in Proceedings of 2014 IEEE Wireless Communications and Networking Conference, Istanbul, Turkey, pp.671–676, 2014.
    [19]
    X. P. Wu, M. Di Renzo, and H. Haas, “A novel multiple access scheme based on spatial modulation MIMO,” in 2014 IEEE 19th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), Athens, Greece, pp.285–289, 2014.
    [20]
    M. Maleki, H. R. Bahrami, and A. Alizadeh, “Layered spatial modulation for multiuser communications,” IEEE Transactions on Wireless Communications, vol. 15, no. 10, pp. 7143–7159, 2016. doi: 10.1109/TWC.2016.2598174
    [21]
    X. R. Li, Y. Zhang, L. M. Xiao, et al., “A novel precoding scheme for downlink multi-user spatial modulation system,” in 2013 IEEE 24th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications, London, UK, pp.1361–1365, 2013.
    [22]
    F. R. Castillo-Soria, C. A. Gutierrez, A. García-Barrientos, et al., “EQSM-based multiuser MIMO downlink transmission for correlated fading channels,” EURASIP Journal on Wireless Communications and Networking, vol. 2020, no. 1, article no. 30, 2020. doi: 10.1186/s13638-020-1648-1
    [23]
    F. R. Castillo-Soria, E. Basar, J. Cortez, et al., “Quadrature spatial modulation based multiuser MIMO transmission system,” IET Communications, vol. 14, no. 7, pp. 1147–1154, 2020. doi: 10.1049/iet-com.2019.0573
    [24]
    R. Zhang, L. L. Yang, and L. Hanzo, “Generalised pre-coding aided spatial modulation,” IEEE Transactions on Wireless Communications, vol. 12, no. 11, pp. 5434–5443, 2013. doi: 10.1109/TWC.2013.100213.130848
    [25]
    J. T. Wang, S. Y. Jia, and J. Song, “Generalised spatial modulation system with multiple active transmit antennas and low complexity detection scheme,” IEEE Transactions on Wireless Communications, vol. 11, no. 4, pp. 1605–1615, 2012. doi: 10.1109/TWC.2012.030512.111635
    [26]
    H. L. Van Trees, Optimum Array Processing: Part IV of Detection, Estimation, and Modulation Theory. John Wiley & Sons, Inc., New York, NY, USA, 2002, doi: 10.1002/0471221104.
    [27]
    W. C. Wu, “EVD-based multiuser detection in uplink generalized spatial modulation MIMO systems,” Arabian Journal for Science and Engineering, vol. 47, no. 11, pp. 13811–13821, 2022. doi: 10.1007/S13369-021-06483-W
    [28]
    M. H. A. Khan, K. M. Cho, M. H. Lee, et al., “A simple block diagonal precoding for multi-user MIMO broadcast channels,” EURASIP Journal on Wireless Communications and Networking, vol. 2014, no. 1, article no. 95, 2014. doi: 10.1186/1687-1499-2014-95
    [29]
    J. T. Wang, S. Y. Jia, and J. Song, “Signal vector based detection scheme for spatial modulation,” IEEE Communications Letters, vol. 16, no. 1, pp. 19–21, 2012. doi: 10.1109/LCOMM.2011.111611.112127
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Figures(8)  / Tables(1)

    Article Metrics

    Article views (450) PDF downloads(27) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return