OTFS Channel Estimation and Data Detection Designs With Superimposed Pilots

被引:69
|
作者
Mishra, Himanshu B. [1 ]
Singh, Prem [2 ]
Prasad, Abhishek K. [1 ]
Budhiraja, Rohit [3 ]
机构
[1] IIT Dhanbad, Dept Elect Engn, Dhanbad 826004, Bihar, India
[2] IIIT Bangalore, Bengaluru 560100, India
[3] IIT Kanpur, Dept Elect Engn, Kanpur 208016, Uttar Pradesh, India
关键词
Channel estimation; Time-frequency analysis; Delays; Interference; Wireless communication; OFDM; Signal to noise ratio; Message passing algorithm; orthogonal time-frequency space (OTFS) scheme; superimposed pilots;
D O I
10.1109/TWC.2021.3110659
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
We propose a superimposed pilot (SP)-based channel estimation and data detection framework for orthogonal time-frequency space (OTFS) systems, which superimposes low-powered pilots on to data symbols in the delay-Doppler domain. We propose two channel estimation and data detection designs for SP-OTFS systems which, unlike the existing OTFS designs, do not designate any slots for pilots, and consequently have higher spectral efficiency (SE). The first SP design estimates channel by treating data as interference, which degrades its performance at high signal to noise ratio. The second SP design alleviates this problem by iterating between channel estimation and data detection. Both these designs detect data using message passing algorithm which exploits OTFS channel sparsity, and consequently has low computational complexity. We also derive a lower bound on the signal-to-interference-plus-noise ratio of the proposed designs and maximize it by optimally allocating power between data and pilot symbols. We numerically validate the derived analytical results, and show that the proposed designs have superior SE than the existing OTFS channel estimation and data detection designs.
引用
收藏
页码:2258 / 2274
页数:17
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