Parametric channel modeling based OFDM channel estimation

被引:0
作者
Qing, Hao-Bo [1 ]
Liu, Yuan-An [1 ]
Xie, Gang [2 ]
Liu, Kai-Ming [1 ]
Liu, Fang [1 ]
机构
[1] Beijing Key Laboratory of Work Safety Intelligent Monitoring, Beijing University of Posts and Telecommunications, Beijing
[2] Beijing Key Laboratory of Network System Architecture and Convergence, Beijing University of Posts and Telecommunications, Beijing
来源
Journal of China Universities of Posts and Telecommunications | 2014年 / 21卷 / 05期
基金
中国国家自然科学基金;
关键词
Channel estimation; EEF criterion; Mean square error; OFDM;
D O I
10.1016/S1005-8885(14)60323-X
中图分类号
学科分类号
摘要
A simplified parametric channel estimation approach was proposed for orthogonal frequency division multiplexing (OFDM) systems. Based on parametric channel model, this algorithm is composed of two parts: the estimation of channel parameters and channel interpolation. The exponentially embedded family (EEF) criterion is exploited to determine the number of channel paths as well as the multipath time delays. Consequently, the channel frequency responses is acquired via the estimated parameters. Additionally, the authors' scheme is computationally efficient owing to the needless of the eigenvalue decomposition or the estimation of signal parameters by the rotational invariance technique (ESPRIT). Simulations are provided to validate the performance of this algorithm from perspectives of the probability of correct estimation and the mean square error (MSE). It is demonstrated that this approach exhibits a superior performance over the existing algorithms.
引用
收藏
页码:1 / 8
页数:7
相关论文
共 17 条
[1]  
Bingham J.A.C., Multicarrier modulation for data transmission: An idea whose time has come, IEEE Communications Magazine, 28, 5, pp. 5-14, (1990)
[2]  
Li Y.G., Seshadri N., Ariyavisitakul S., Channel estimation for OFDM systems with transmitter diversity in mobile wireless channels, IEEE Journal on Selected Areas in Communications, 17, 3, pp. 461-470, (1999)
[3]  
Tang T., Deng G., Jiang J., Estimation of time-varying channels for pilot-assisted OFDM systems, The Journal of China Universities of Posts and Telecommunications, 14, 2, pp. 94-98, (2007)
[4]  
Cai M., Zhang K.F., Zou X.C., Et al., Computationally efficient channel estimation and inter-carrier interference suppression for OFDM communication systems, The Journal of China Universities of Posts and Telecommunications, 16, 6, pp. 17-23, (2009)
[5]  
Liu S.Y., Liu Y.A., Wang F.F., Et al., Over-sampling basis expansion model aided channel estimation for OFDM systems with ICI, The Journal of China Universities of Posts and Telecommunications, 15, 4, pp. 7-13, (2008)
[6]  
Yang B.G., Letaief K.B., Cheng R.S., Et al., Channel estimation for OFDM transmission in multipath fading channels based on parametric channel modeling, IEEE Transactions on Communications, 49, 3, pp. 467-478, (2001)
[7]  
Raghavendra M.R., Bhashyam S., Giridhar K., Exploiting hopping pilots for parametric channel estimation in OFDM systems, IEEE Signal Processing Letters, 12, 11, pp. 737-740, (2005)
[8]  
Raghavendra M.R., Giridhar K., Improving channel estimation in OFDM systems for sparse multipath channels, IEEE Signal Processing Letters, 12, 1, pp. 52-55, (2005)
[9]  
Liu S.Y., Wang F.F., Zhang R.R., Et al., A simplified parametric channel estimation scheme for OFDM systems, IEEE Transactions on Wireless Communications, 7, 12, pp. 5082-5090, (2008)
[10]  
Kang I., Fitz M.P., Gelfand S.B., Blind estimation of multipath channel parameters: A modal analysis approach, IEEE Transactions on Communications, 47, 8, pp. 1140-1150, (1999)