A joint channel estimation and data detection for a MIMO wireless communication system via sphere decoding

被引:0
作者
Patil G.R. [1 ]
Kokate V.K. [2 ]
机构
[1] Dept. of Electronics and Telecommunication Engineering, Army Institute of Technology, Pune
[2] Dept. of Electronics and Telecommunication Engineering, Sinhgad College of Engineering, Pune
来源
Journal of Information Processing Systems | 2017年 / 13卷 / 04期
关键词
Maximum likelihood decoding; Multiple input multiple output; Normalized mean square error; Semi-blind channel estimation; Spatial multiplexing; Sphere decoding; Training based channel estimation;
D O I
10.3745/JIPS.03.0033
中图分类号
学科分类号
摘要
A joint channel estimation and data detection technique for a multiple input multiple output (MIMO) wireless communication system is proposed. It combines the least square (LS) training based channel estimation (TBCE) scheme with sphere decoding. In this new approach, channel estimation is enhanced with the help of blind symbols, which are selected based on their correctness. The correctness is determined via sphere decoding. The performance of the new scheme is studied through simulation in terms of the bit error rate (BER). The results show that the proposed channel estimation has comparable performance and better computational complexity over the existing semi-blind channel estimation (SBCE) method. © 2017 KIPS.
引用
收藏
页码:1029 / 1042
页数:13
相关论文
共 35 条
  • [1] Foschini G.J., Layered space-time architecture for wireless communication in a fading environment when using multi-element antennas, Bell Labs Technical Journal, 1, 2, pp. 41-59, (1996)
  • [2] Foschini G.J., Gans M.J., On limits of wireless communications in a fading environment when using multiple antennas, Wireless Personal Communications, 6, 3, pp. 311-335, (1998)
  • [3] Telatar I.E., Capacity of multi-antenna Gaussian channels, European Transactions on Telecommunications, 10, 6, pp. 585-595, (1999)
  • [4] Alamouti S.M., A simple transmit diversity technique for wireless communications, IEEE Journal on Selected Areas in Communications, 16, 8, pp. 1451-1458, (1998)
  • [5] Tarokh V., Seshadri N., Calderbank A.R., Space-time codes for high data rate wireless communication: Performance criterion and code construction, IEEE Transactions on Information Theory, 44, 2, pp. 744-765, (1998)
  • [6] Mietzner J., Schober R., Lampe L., Gerstacker W.H., Hoeher P.A., Multiple-Antenna techniques for wireless communications: a comprehensive literature survey, IEEE Communications Surveys & Tutorials, 11, 2, pp. 87-105, (2009)
  • [7] Abuthinien M., Chen S., Hanzo L., Semi-blind joint maximum likelihood channel estimation and data detection for MIMO systems, IEEE Signal Processing Letters, 15, pp. 202-205, (2008)
  • [8] Medles A., Slock D.T.M., Semi-blind channel estimation for MIMO spatial multiplexing systems, Proceedings of the Vehicular Technology Conference (VTC2001-Fall), pp. 1240-1244, (2001)
  • [9] Cozzo C., Hughes B.L., Joint channel estimation and data detection in space-time communications, IEEE Transactions on Communications, 51, 8, pp. 1266-1270, (2003)
  • [10] Jagannatham A.K., Rao B.D., Whitening-rotation-based semi-blind MIMO channel estimation, IEEE Transactions on Signal Processing, 54, 3, pp. 861-869, (2006)