Radio Environment Map-Aided Doppler Shift Estimation in LTE Railway

doi:10.1109/TVT.2016.2599558

	Radio Environment Map-Aided Doppler Shift Estimation in LTE Railway
	Hou, Zhanwei 1,2; Zhou, Yiqing 1,3; Tian, Lin 1; Shi, Jinglin 1; Li, Yonghui 2; Vucetic, Branka 2
	2017-05-01
发表期刊	IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
ISSN	0018-9545
卷号	66 期号:5 页码:4462-4467
摘要	Due to the highmobility of high-speed trains (HSTs), Doppler shift estimation has been a big challenge for HSTs. In this paper, we consider an orthogonal frequency-division multiplexing (OFDM) system based on the long-term evolution (LTE) railway standard and design the novel Doppler shift estimation algorithm. By exploiting features of HSTs, i.e., regular and repetitive routes and timetables, resulting in a predictable Doppler shift curve, a radio environment map (REM) including the Doppler shift information can be constructed via field tests. Based on REM, a maximum a posteriori estimator (MAPE) is proposed to provide an accurate estimation of Doppler shift. It uses the estimation from REM (REME) as a priori knowledge and exploits the cyclic prefix (CP) structure of OFDM to provide a maximum a posteriori estimation. The Cramer-Rao lower bounds (CRLBs) are derived. The performance of MAPE is evaluated via simulations and compared to that of REME, the classical CP-based estimator, and other existing methods. It is shown that MAPE significantly outperforms the existing methods in terms of both estimation mean square error (MSE) and bit error rate.
关键词	Doppler shift estimation high-speed railway long-term evolution (LTE) maximum a posteriori (MAP) orthogonal frequency division multiplexing (OFDM)
DOI	10.1109/TVT.2016.2599558
收录类别	SCI
语种	英语
资助项目	Beijing Talents fund[2015000021223ZK31] ; National Natural Science Foundation of China[61571425] ; Australian Research Council[DP150104019] ; Australian Research Council[FT120100487] ; Faculty of Engineering and Information Technologies, The University of Sydney, under the Faculty Research Cluster Program
WOS研究方向	Engineering ; Telecommunications ; Transportation
WOS类目	Engineering, Electrical & Electronic ; Telecommunications ; Transportation Science & Technology
WOS记录号	WOS:000401339700078
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计	被引频次：32[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/7203
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Zhou, Yiqing
作者单位	1.Chinese Acad Sci, Inst Comp Technol, Beijing Key Lab Mobile Comp & Pervas Device, Beijing 100864, Peoples R China 2.Univ Sydney, Ctr Excellence Telecommun, Sch Elect & Informat Engn, Sydney, NSW 2006, Australia 3.Univ Chinese Acad Sci, Beijing, Peoples R China
推荐引用方式 GB/T 7714	Hou, Zhanwei,Zhou, Yiqing,Tian, Lin,et al. Radio Environment Map-Aided Doppler Shift Estimation in LTE Railway[J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY,2017,66(5):4462-4467.
APA	Hou, Zhanwei,Zhou, Yiqing,Tian, Lin,Shi, Jinglin,Li, Yonghui,&Vucetic, Branka.(2017).Radio Environment Map-Aided Doppler Shift Estimation in LTE Railway.IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY,66(5),4462-4467.
MLA	Hou, Zhanwei,et al."Radio Environment Map-Aided Doppler Shift Estimation in LTE Railway".IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY 66.5(2017):4462-4467.