Kalman Filter Based Channel Tracking for Precoded GFDM Systems

被引:0
作者
Agrawal, Pratik [1 ]
Appaiah, Kumar [1 ]
机构
[1] Indian Inst Technol, Dept Elect Engn, Mumbai, Maharashtra, India
来源
PROCEEDINGS OF THE 2019 IEEE REGION 10 CONFERENCE (TENCON 2019): TECHNOLOGY, KNOWLEDGE, AND SOCIETY | 2019年
关键词
GFDM; channel estimation; Kalman filter; channel tracking; MIMO;
D O I
10.1109/tencon.2019.8929390
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Generalized Frequency Division Multiplexing (GFDM) offers the simultaneous benefits of flexibility, low latency and excellent spectral properties over conventional OFDM for modern wireless systems, making it a promising candidate for 5G and other wireless technologies. However, several implementation related issues remain, including estimation and equalization. We consider the problem of efficient estimation and channel tracking in GFDM systems. In particular, we discuss a scattered (and tessellated) pilot based channel estimation approach, and derive a Kalman filter based channel tracker to handle time varying channels. We extend this work to the GFDM-MIMO case. Simulations reveal that the proposed tracker minimizes estimation errors which significantly improves the BER performance of the system.
引用
收藏
页码:817 / 822
页数:6
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