Time-Frequency Domain Channel Estimation for OTFS Systems

被引:5
|
作者
Sheng, Huan-Tang [1 ]
Wu, Wen-Rong [2 ]
机构
[1] Natl Yang Ming Chiao Tung Univ, Dept Elect Engn, Hsinchu 30010, Taiwan
[2] Natl Yang Ming Chiao Tung Univ, Dept Commun Engn, Hsinchu 112304, Taiwan
关键词
Channel estimation; Doppler effect; Delays; Time-domain analysis; Symbols; Interference; Transforms; OTFS systems; overlapped pilots and data; channel estimation; successive-interference-cancellation; INTERFERENCE CANCELLATION; SPACE MODULATION; MULTIPLE-ACCESS; LOW-COMPLEXITY; PILOT DESIGN; JOINT ANGLE; DOPPLER; RECEIVER;
D O I
10.1109/TWC.2023.3283578
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
Orthogonal-time-frequency-space (OTFS) has been developed as a promising modulation scheme for high Doppler channels. In OTFS systems, channel estimation (CE) plays a key role. Most existing CE schemes put pilots in delay-Doppler (DD)-domain, often resulting in low spectrum efficiency and high peak-to-average-power-ratio (PAPR). In this paper, we propose three schemes to solve the problems. Proposed methods have distinct features being able to estimate fractional delays and fractional Dopplers. Different from existing methods, our approach places pilots in time-frequency (TF)-domain. The first scheme overlaps pilots and data in both TF- and DD-domain, while Scheme II overlaps them in TF- but not in DD-domain. To further enhance the performance, the third scheme makes pilots and data non-overlapped in both TF- and DD-domain. To conduct CE, time-domain pilot signals are extracted with a filtering operation and a two-dimensional frequency estimation problem is formulated consequently. Delays are first estimated with root-MUSIC. Then, Dopplers are estimated using a simple line-fitting method. Finally, channel gains are estimated by a least-squares method. To solve the interference between pilots and data, successive-interference-cancellation (SIC) is also applied. With the estimated channel, a minimum-mean-square-error (MMSE) equalizer is used for the compensation of channel effect. Simulation results show that the bit-error-rate (BER) performance with the channel estimated by proposed CE methods can approach to that with known channel. Also, spectrum efficiency can be improved by at most 25% and PAPR can be reduced by at least 19 dB.
引用
收藏
页码:937 / 948
页数:12
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