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1. 中国科学院计算技术研究所处理器芯片全国重点实验室,北京 100190
2. 中国科学院大学计算机科学与技术学院,北京 100049
3. 航天工程大学航天信息学院,北京 101400
4. 北京紫光展锐通信技术有限公司,北京 100088
[ "邢旺(1996- ),男,河北廊坊人,中国科学院计算技术研究所博士生,主要研究方向为通信与计算融合、存储通信、正交时频空间调制技术等" ]
[ "唐晓刚(1977- ),男,吉林桦甸人,博士,航天工程大学副教授,主要研究方向为空间信号智能处理、电磁频谱管控、人工智能航天应用" ]
[ "周一青(1975- ),女,浙江杭州人,博士,中国科学院计算技术研究所研究员,主要研究方向为通信与计算融合、移动边缘计算、存储通信、干扰管控等" ]
[ "张冲(1995- ),男,安徽池州人,中国科学院计算技术研究所博士生,主要研究方向为无线通信、信号处理、编码调制等" ]
[ "潘振岗(1975- ),男,江苏南通人,博士,北京紫光展锐通信技术有限公司高级工程师,主要研究方向为无线信号处理、多天线系统、信道编解码、跨层优化等" ]
网络出版日期:2022-12,
纸质出版日期:2022-12-25
移动端阅览
邢旺, 唐晓刚, 周一青, 等. 面向OTFS的时延-多普勒域信道估计方法综述[J]. 通信学报, 2022,43(12):188-201.
Wang XING, Xiaogang TANG, Yiqing ZHOU, et al. Survey of channel estimation method in delay-Doppler domain for OTFS[J]. Journal on communications, 2022, 43(12): 188-201.
邢旺, 唐晓刚, 周一青, 等. 面向OTFS的时延-多普勒域信道估计方法综述[J]. 通信学报, 2022,43(12):188-201. DOI: 10.11959/j.issn.1000-436x.2022224.
Wang XING, Xiaogang TANG, Yiqing ZHOU, et al. Survey of channel estimation method in delay-Doppler domain for OTFS[J]. Journal on communications, 2022, 43(12): 188-201. DOI: 10.11959/j.issn.1000-436x.2022224.
为了在高移动性场景中提供稳定可靠的通信服务,6G 系统可考虑基于时延–多普勒(DD)域的正交时频空间(OTFS)作为其调制方案。OTFS通过将发送符号映射到DD域,再将其二维变换到时间–频率(TF)域,使所有发送符号具备获取时频全分集的潜力,有效提高了双选择性信道下的通信性能。由于DD域等效信道具有很多良好性质,现有OTFS信道估计方法大多在DD域完成。考虑实现思路的差异和算法应用场景的区别,已有面向OTFS的DD域信道估计方法被划分为3类并进行综述。最后总结分析了当前DD域信道估计方法的挑战及潜在解决思路。
In order to provide reliable communication service for high-mobility scenarios
6G can consider DD (delay-Doppler) domain based OTFS (orthogonal time frequency space) as its modulation scheme.By mapping the transmitted symbols onto DD domain and transforming them into TF (time-frequency) domain
OTFS endows all the transmitted symbols with the potential of capturing time-frequency full diversity
effectively improving the performance of communication in time-varying fading channels.Due to the superior properties of DD effective channel
the existing OTFS channel estimation methods were mostly carried out in DD domain.Considering the difference of implementation and application scenarios
existing DD channel estimation methods for OTFS were divided into three categories and overviewed
after which the challenges and potential solutions for current DD channel estimation methods were summarized and analyzed.
LIU G Y , HUANG Y H , LI N , et al . Vision,requirements and network architecture of 6G mobile network beyond 2030 [J ] . China Communications , 2020 , 17 ( 9 ): 92 - 104 .
GUI G , LIU M , TANG F X , et al . 6G:opening new horizons for integration of comfort,security,and intelligence [J ] . IEEE Wireless Communications , 2020 , 27 ( 5 ): 126 - 132 .
YOU X H , WANG C X , HUANG J , et al . Towards 6G wireless communication networks:vision,enabling technologies,and new paradigm shifts [J ] . Science China Information Sciences , 2020 , 64 ( 1 ): 1 - 74 .
LIU L , ZHOU Y Q , YUAN J H , et al . Economically optimal MS association for multimedia content delivery in cache-enabled heterogeneous cloud radio access networks [J ] . IEEE Journal on Selected Areas in Communications , 2019 , 37 ( 7 ): 1584 - 1593 .
LIU L , ZHOU Y Q , ZHUANG W H , et al . Tractable coverage analysis for hexagonal macrocell-based heterogeneous UDNs with adaptive interference-aware CoMP [J ] . IEEE Transactions on Wireless Communications , 2019 , 18 ( 1 ): 503 - 517 .
李华 , 郝诗雅 , 巩彩红 , 等 . 面向6G的新型多址与波形技术 [J ] . 电信科学 , 2022 , 38 ( 10 ): 36 - 45 .
LI H , HAO S Y , GONG C H , et al . New multiple access and waveform technology for 6G [J ] . Telecommunications Science , 2022 , 38 ( 10 ): 36 - 45 .
张成磊 , 付玉龙 , 李晖 , 等 . 6G 网络安全场景分析及安全模型研究 [J ] . 网络与信息安全学报 , 2021 , 7 ( 1 ): 28 - 45 .
ZHANG C L , FU Y L , LI H , et al . Research on security scenarios and security models for 6G networking [J ] . Chinese Journal of Network and Information Security , 2021 , 7 ( 1 ): 28 - 45 .
GERACI G , GARCIA-RODRIGUEZ A , AZARI M M , et al . What will the future of UAV cellular communications be? a flight from 5G to 6G [J ] . IEEE Communications Surveys & Tutorials , 2022 , 24 ( 3 ): 1304 - 1335 .
CHENG X , HUANG Z W , BAI L . Channel nonstationarity and consistency for beyond 5G and 6G:a survey [J ] . IEEE Communications Surveys & Tutorials , 2022 , 24 ( 3 ): 1634 - 1669 .
ZHOU Y Q , LIU L , WANG L , et al . Service-aware 6G:an intelligent and open network based on the convergence of communication,computing and caching [J ] . Digital Communications and Networks , 2020 , 6 ( 3 ): 253 - 260 .
ZHOU Y Q , TIAN L , LIU L , et al . Fog computing enabled future mobile communication networks:a convergence of communication and computing [J ] . IEEE Communications Magazine , 2019 , 57 ( 5 ): 20 - 27 .
SU Y T , LIU Y Q , ZHOU Y Q , et al . Broadband LEO satellite communications:architectures and key technologies [J ] . IEEE Wireless Communications , 2019 , 26 ( 2 ): 55 - 61 .
IMT-2030(6G) . White paper on 6G network architecture vision and key technology outlook [R ] . 2021 .
TSE D , VISWANATH P . Fundamentals of wireless communication [M ] . Cambridge : Cambridge University Press , 2005 .
WANG T J , PROAKIS J G , MASRY E , et al . Performance degradation of OFDM systems due to Doppler spreading [J ] . IEEE Transactions on Wireless Communications , 2006 , 5 ( 6 ): 1422 - 1432 .
HOU Z W , ZHOU Y Q , TIAN L , et al . Radio environment map-aided Doppler shift estimation in LTE railway [J ] . IEEE Transactions on Vehicular Technology , 2017 , 66 ( 5 ): 4462 - 4467 .
ZHOU Y Q , WANG J Z , SAWAHASHI M . Downlink transmission of broadband OFCDM systems-part II:effect of Doppler shift [J ] . IEEE Transactions on Communications , 2006 , 54 ( 6 ): 1097 - 1108 .
BELLO P . Characterization of randomly time-variant linear channels [J ] . IEEE Transactions on Communications Systems , 1963 , 11 ( 4 ): 360 - 393 .
SAYEED A M , AAZHANG B . Joint multipath-Doppler diversity in mobile wireless communications [J ] . IEEE Transactions on Communications , 1999 , 47 ( 1 ): 123 - 132 .
HADANI R , RAKIB S , TSATSANIS M , et al . Orthogonal time frequency space modulation [C ] // Proceedings of 2017 IEEE Wireless Communications and Networking Conference . Piscataway:IEEE Press , 2017 : 1 - 6 .
RAVITEJA P , PHAN K T , HONG Y . Embedded pilot-aided channel estimation for OTFS in delay-Doppler channels [J ] . IEEE Transactions on Vehicular Technology , 2019 , 68 ( 5 ): 4906 - 4917 .
RAVITEJA P , HONG Y , VITERBO E , et al . Effective diversity of OTFS modulation [J ] . IEEE Wireless Communications Letters , 2020 , 9 ( 2 ): 249 - 253 .
SURABHI G D , AUGUSTINE R M , CHOCKALINGAM A . On the diversity of uncoded OTFS modulation in doubly-dispersive channels [J ] . IEEE Transactions on Wireless Communications , 2019 , 18 ( 6 ): 3049 - 3063 .
SURABHI G D , AUGUSTINE R M , CHOCKALINGAM A . Peak-to-average power ratio of OTFS modulation [J ] . IEEE Communications Letters , 2019 , 23 ( 6 ): 999 - 1002 .
KOLLENGODE RAMACHANDRAN M , CHOCKALINGAM A . MIMO-OTFS in high-Doppler fading channels:signal detection and channel estimation [C ] // Proceedings of 2018 IEEE Global Communications Conference . Piscataway:IEEE Press , 2018 : 206 - 212 .
LI L J , LIANG Y , FAN P Z , et al . Low complexity detection algorithms for OTFS under rapidly time-varying channel [C ] // Proceedings of 2019 IEEE 89th Vehicular Technology Conference . Piscataway:IEEE Press , 2019 : 1 - 5 .
HADANI R , MONK A . OTFS:a new generation of modulation addressing the challenges of 5G [J ] . arXiv Preprint,arXiv:1802.02623 , 2018 .
PAN J . Cramer-Rao low bound of channel estimation for orthogonal time frequency space modulation system [J ] . IEEE Transactions on Vehicular Technology , 2021 , 70 ( 10 ): 9646 - 9658 .
RAVITEJA P , VITERBO E , HONG Y . OTFS performance on static multipath channels [J ] . IEEE Wireless Communications Letters , 2019 , 8 ( 3 ): 745 - 748 .
GAUDIO L , KOBAYASHI M , CAIRE G , et al . Joint radar target detection and parameter estimation with MIMO OTFS [C ] // Proceedings of 2020 IEEE Radar Conference . Piscataway:IEEE Press , 2020 : 1 - 6 .
FENG X , ESMAIEL H , WANG J F , et al . Underwater acoustic communications based on OTFS [C ] // Proceedings of 2020 15th IEEE International Conference on Signal Processing . Piscataway:IEEE Press , 2020 : 439 - 444 .
LI S Y , YUAN W J , WEI Z Q , et al . Hybrid MAP and PIC detection for OTFS modulation [J ] . IEEE Transactions on Vehicular Technology , 2021 , 70 ( 7 ): 7193 - 7198 .
ENKU Y K , BAI B M , WAN F , et al . Two-dimensional convolutional neural network-based signal detection for OTFS systems [J ] . IEEE Wireless Communications Letters , 2021 , 10 ( 11 ): 2514 - 2518 .
李赞 , 胡俊凡 , 李兵 , 等 . 基于正交时频空技术的低轨卫星通信的安全分析 [J ] . 通信学报 , 2021 , 42 ( 8 ): 25 - 32 .
LI Z , HU J F , LI B , et al . Secrecy analysis for orthogonal time frequency space technique based LEO satellite communication [J ] . Journal on Communications , 2021 , 42 ( 8 ): 25 - 32 .
MURALI K R , CHOCKALINGAM A . On OTFS modulation for high-Doppler fading channels [C ] // Proceedings of 2018 Information Theory and Applications Workshop (ITA) . Piscataway:IEEE Press , 2018 : 1 - 10 .
WEI Z Q , YUAN W J , LI S Y , et al . Orthogonal time-frequency space modulation:a promising next-generation waveform [J ] . IEEE Wireless Communications , 2021 , 28 ( 4 ): 136 - 144 .
GAUDIO L , COLAVOLPE G , CAIRE G . OTFS vs OFDM in the presence of sparsity:a fair comparison [J ] . IEEE Transactions on Wireless Communications , 2022 , 21 ( 6 ): 4410 - 4423 .
RAVITEJA P , PHAN K T , HONG Y , et al . Interference cancellation and iterative detection for orthogonal time frequency space modulation [J ] . IEEE Transactions on Wireless Communications , 2018 , 17 ( 10 ): 6501 - 6515 .
RAVITEJA P , HONG Y , VITERBO E , et al . Practical pulse-shaping waveforms for reduced-cyclic-prefix OTFS [J ] . IEEE Transactions on Vehicular Technology , 2019 , 68 ( 1 ): 957 - 961 .
WEI Z Q , YUAN W J , LI S Y , et al . Transmitter and receiver window designs for orthogonal time-frequency space modulation [J ] . IEEE Transactions on Communications , 2021 , 69 ( 4 ): 2207 - 2223 .
OBATA H , TSUJI N , FURUMOTO K . Frequency bandwidth narrowing technology for pulsed magnetrons [J ] . IEEE Transactions on Electron Devices , 2009 , 56 ( 12 ): 3191 - 3195 .
YUAN W J , LI S Y , WEI Z Q , et al . Data-aided channel estimation for OTFS systems with a superimposed pilot and data transmission scheme [J ] . IEEE Wireless Communications Letters , 2021 , 10 ( 9 ): 1954 - 1958 .
ZHAO H , KANG Z Q , WANG H . A novel channel estimation scheme for OTFS [C ] // Proceedings of 2020 IEEE 20th International Conference on Communication Technology . Piscataway:IEEE Press , 2020 : 12 - 16 .
KSCHISCHANG F R , FREY B J , LOELIGER H A . Factor graphs and the sum-product algorithm [J ] . IEEE Transactions on Information Theory , 2001 , 47 ( 2 ): 498 - 519 .
MISHRA H B , SINGH P , PRASAD A K , et al . OTFS channel estimation and data detection designs with superimposed pilots [J ] . IEEE Transactions on Wireless Communications , 2022 , 21 ( 4 ): 2258 - 2274 .
ZHAO L , GAO W J , GUO W B . Sparse Bayesian learning of delay-Doppler channel for OTFS system [J ] . IEEE Communications Letters , 2020 , 24 ( 12 ): 2766 - 2769 .
LIU F , YUAN Z D , GUO Q H , et al . Message passing-based structured sparse signal recovery for estimation of OTFS channels with fractional Doppler shifts [J ] . IEEE Transactions on Wireless Communications , 2021 , 20 ( 12 ): 7773 - 7785 .
WINN J , CHRISTOPHER M B . Variational message passing [J ] . Journal of Machine Learning Research , 2005 , 6 : 661 - 694 .
蒋占军 , 刘庆达 , 张鈜 , 等 . 高速移动通信系统中OTFS分数多普勒信道估计加窗研究 [J ] . 电子与信息学报 , 2022 , 44 ( 2 ): 646 - 653 .
JIANG Z J , LIU Q D , ZHANG H , et al . Study on OTFS fractional Doppler channel estimation and windowing in high-speed mobile communication systems [J ] . Journal of Electronics & Information Technology , 2022 , 44 ( 2 ): 646 - 653 .
WEI Z Q , YUAN W J , LIT S , et al . A new off-grid channel estimation method with sparse Bayesian learning for OTFS systems [C ] // Proceedings of 2021 IEEE Global Communications Conference . Piscataway:IEEE Press , 2021 : 1 - 7 .
WANG Q L , JIA B W , ZHANG Z Q , et al . OTFS channel estimation via 2D off-grid decomposition and SBL combination [C ] // Proceedings of 2021 IEEE/CIC International Conference on Communications in China (ICCC Workshops) . Piscataway:IEEE Press , 2021 : 416 - 421 .
RASHEED O K , SURABHI G D , CHOCKALINGAM A . Sparse delay-Doppler channel estimation in rapidly time-varying channels for multiuser OTFS on the uplink [C ] // Proceedings of 2020 IEEE 91st Vehicular Technology Conference . Piscataway:IEEE Press , 2020 : 1 - 5 .
TROPP J A , GILBERT A C . Signal recovery from random measurements via orthogonal matching pursuit [J ] . IEEE Transactions on Information Theory , 2007 , 53 ( 12 ): 4655 - 4666 .
DAI W , MILENKOVIC O . Subspace pursuit for compressive sensing signal reconstruction [J ] . IEEE Transactions on Information Theory , 2009 , 55 ( 5 ): 2230 - 2249 .
蒋占军 , 刘庆达 . 高速移动通信系统中OTFS信道估计算法研究 [J ] . 电子与信息学报 , 2021 , 43 ( 10 ): 2878 - 2885 .
JIANG Z J , LIU Q D . Study on OTFS channel estimation algorithms in high-speed mobile communication systems [J ] . Journal of Electronics& Information Technology , 2021 , 43 ( 10 ): 2878 - 2885 .
3GPP . Study LTE-based V2X services:TR 36.885(V14.0.0) Release 14 [S ] . 2016 .
QU H Y , LIU G H , ZHANG L , et al . Low-dimensional subspace estimation of continuous-Doppler-spread channel in OTFS systems [J ] . IEEE Transactions on Communications , 2021 , 69 ( 7 ): 4717 - 4731 .
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