|Table of Contents|

[1] Xu Xiaodong, Jing Ya, You Xiaohu,. MDL-based root-mean-squared delay spread estimationfor MIMO OFDM systems [J]. Journal of Southeast University (English Edition), 2004, 20 (4): 395-400. [doi:10.3969/j.issn.1003-7985.2004.04.001]
Copy

MDL-based root-mean-squared delay spread estimationfor MIMO OFDM systems()
Share:

Journal of Southeast University (English Edition)[ISSN:1003-7985/CN:32-1325/N]

Volumn:
20
Issue:
2004 4
Page:
395-400
Research Field:
Information and Communication Engineering
Publishing date:
2004-12-30

Info

Title:
MDL-based root-mean-squared delay spread estimationfor MIMO OFDM systems
Author(s):
Xu Xiaodong Jing Ya You Xiaohu
National Mobile Communications Research Laboratory, Southeast University, Nanjing 210096, China
Keywords:
multi-input multi-output orthogonal frequency division multiplexing(MIMO OFDM) root-mean-squared(RMS)delay spread(RDS) frequency-selectivity noise variance minimum description length criterion
PACS:
TN929
DOI:
10.3969/j.issn.1003-7985.2004.04.001
Abstract:
This paper studies the application of minimum description length(MDL)criterion for estimating root-mean-squared(RMS)delay spread(RDS)for MIMO OFDM systems. The analytic relationship between the powers and the correlation matrix of multipath components establishes the feasibility of the application of the MDL criterion to RDS estimation. The estimator presents both the estimate of instantaneous RDS and the estimates of noise variance, channel power and SNR of current channel with low computational complexity. Given the powers of the estimated multipath components, the MDL criterion is adopted to acquire the number of paths and the time delays of each path of current channel without making eigendecomposition of the correlation matrix normally required by MDL criterion, following which the noise variance and the power of each path can be estimated. The power delay profile(PDP)and RDS of the current channel are achieved. Simulation results show that the proposed estimator is insensitive to variance of SNR and robust against frequency-selectivity.

References:

[1] Hoeher P, Kaiser S, Robertson P. Two-dimensional pilotsymbol-aided channel estimation by Wiener filtering [A]. In: IEEE International Conference on Acoustics, Speech, and Signal Processing [C]. Munich, 1997, 3: 1845-1848.
[2] Mersereau R, Speake T. The processing of periodically sampled multidimensional signals[J]. IEEE Transactions on Acoustic, Speech and Signal Processing, 1983, 31(1): 188-194.
[3] Keller T, Hanzo L. Adaptive modulation techniques for duplex OFDM transmission[J]. IEEE Transactions on Vehicular Technology, 2000, 49(5): 1893-1906.
[4] Witrisal K, Kim Y H, Prasad R. Frequency-domain simulation and analysis of the frequency-selective ricean fading radio channel[A]. In: IEEE International Symposium on Personal, Indoor and Mobile Radio Communications [C]. Boston, 1998, 3: 1131-1135.
[5] Witrisal K, Kim Y H, Prasad R. RMS delay spread estimation technique using non-coherent channel measurements [J]. IEEE Electronics Letters, 1998, 34(20): 1918-1919.
[6] Witrisal K, Bohdanowicz A. Influence of noise on a novel RMS delay spread estimation method [A]. IEEE International Symposium on Personal, Indoor and Mobile Radio Communications[C]. London, 2000, 1: 560-566.
[7] Arslan H, Yücek T. Estimation of frequency selectivity for OFDM based new generation wireless communication systems [A]. In: World Wireless Congress [C]. San Francisco, 2003.
[8] Crozier S N, Falconer D D, Mahmoud S A. Least sum of squared errors(LSSE)channel estimation [J]. Radar and Signal Processing, IEE Proceedings F , 1991, 138(4): 371-378.
[9] Wax M, Kailath T. Detection of signals by information theoretic criteria [J]. IEEE Transactions on Acoustics, Speech and Signal Processing, 1985, 33(2): 387-392.
[10] Barhumi I, Leus G, Moonen M. Optimal training sequences for channel estimation in MIMO OFDM systems in mobile wireless channels [A]. In: International Zurich Seminar on Broadband Communication, Access, Transmission and Networking [C]. Zurich, 2002. 44-1-44-6.

Memo

Memo:
Biographies: Xu Xiaodong(1975—), male, graduate; You Xiaohu(corresponding author), male, doctor, professor, xhyu@seu.edu.cn.
Last Update: 2004-12-20