{"title":"基于干扰对齐和 SVD 的 MU-MIMO OTFS 与 MRC 检测器的联合编码","authors":"Siyuan Yang;Heng Liu;Yi Zhou;Zheng Ma;Pingzhi Fan","doi":"10.1109/LWC.2024.3442216","DOIUrl":null,"url":null,"abstract":"The orthogonal time frequency space (OTFS) transmission scheme was shown to outperform orthogonal frequency division multiplexing (OFDM) under the doubly-dispersive channel. In this letter, a linear precoding scheme is studied for multiuser multiple-input and multiple-output (MU-MIMO) OTFS systems, in which a spatial-Doppler domain joint precoding scheme based on interference alignment (IA) and singular value decomposition (SVD) is proposed. At the transmitter, the IA is first utilized to align the inter-user interference into the dimensions which are othogonal to the user signals. Subsequently, the SVD precoder is exploited to convert the equivalent channel into a diagonal form, thereby improving reception reliability and reducing complexity. At the receiver, an iterative maximal ratio combining (MRC) detector is adopted in which multipath components of the transmitted symbols in the delay-Doppler grid are combined, so as to achieve the multipath diversity gain and increase the reception reliability. The feasible conditions for IA are derived and validated. The simulation results confirm that the joint precoding based on IA and SVD effectively mitigates the inter-user interference and enhances the error performance at high signal-to-noise ratio region for MU-MIMO OTFS systems.","PeriodicalId":13343,"journal":{"name":"IEEE Wireless Communications Letters","volume":"13 10","pages":"2717-2721"},"PeriodicalIF":5.5000,"publicationDate":"2024-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Joint Precoding Based on Interference Alignment and SVD for MU-MIMO OTFS With MRC Detector\",\"authors\":\"Siyuan Yang;Heng Liu;Yi Zhou;Zheng Ma;Pingzhi Fan\",\"doi\":\"10.1109/LWC.2024.3442216\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The orthogonal time frequency space (OTFS) transmission scheme was shown to outperform orthogonal frequency division multiplexing (OFDM) under the doubly-dispersive channel. In this letter, a linear precoding scheme is studied for multiuser multiple-input and multiple-output (MU-MIMO) OTFS systems, in which a spatial-Doppler domain joint precoding scheme based on interference alignment (IA) and singular value decomposition (SVD) is proposed. At the transmitter, the IA is first utilized to align the inter-user interference into the dimensions which are othogonal to the user signals. Subsequently, the SVD precoder is exploited to convert the equivalent channel into a diagonal form, thereby improving reception reliability and reducing complexity. At the receiver, an iterative maximal ratio combining (MRC) detector is adopted in which multipath components of the transmitted symbols in the delay-Doppler grid are combined, so as to achieve the multipath diversity gain and increase the reception reliability. The feasible conditions for IA are derived and validated. The simulation results confirm that the joint precoding based on IA and SVD effectively mitigates the inter-user interference and enhances the error performance at high signal-to-noise ratio region for MU-MIMO OTFS systems.\",\"PeriodicalId\":13343,\"journal\":{\"name\":\"IEEE Wireless Communications Letters\",\"volume\":\"13 10\",\"pages\":\"2717-2721\"},\"PeriodicalIF\":5.5000,\"publicationDate\":\"2024-08-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Wireless Communications Letters\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/10634195/\",\"RegionNum\":3,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"COMPUTER SCIENCE, INFORMATION SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Wireless Communications Letters","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10634195/","RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, INFORMATION SYSTEMS","Score":null,"Total":0}
引用次数: 0
摘要
在双分散信道条件下,正交时频空间(OTFS)传输方案优于正交频分复用(OFDM)方案。本信研究了多用户多输入多输出(MU-MIMO)OTFS 系统的线性预编码方案,其中提出了一种基于干扰对齐(IA)和奇异值分解(SVD)的空间-多普勒域联合预编码方案。在发射机上,首先利用 IA 将用户间干扰对齐到与用户信号不相关的维度。随后,利用 SVD 前编码器将等效信道转换为对角线形式,从而提高接收可靠性并降低复杂性。接收器采用迭代最大比合并(MRC)检测器,将延迟-多普勒网格中传输符号的多径分量合并,从而实现多径分集增益,提高接收可靠性。推导并验证了 IA 的可行条件。仿真结果证实,基于 IA 和 SVD 的联合预编码能有效减轻用户间干扰,并提高 MU-MIMO OTFS 系统在高信噪比区域的误差性能。
Joint Precoding Based on Interference Alignment and SVD for MU-MIMO OTFS With MRC Detector
The orthogonal time frequency space (OTFS) transmission scheme was shown to outperform orthogonal frequency division multiplexing (OFDM) under the doubly-dispersive channel. In this letter, a linear precoding scheme is studied for multiuser multiple-input and multiple-output (MU-MIMO) OTFS systems, in which a spatial-Doppler domain joint precoding scheme based on interference alignment (IA) and singular value decomposition (SVD) is proposed. At the transmitter, the IA is first utilized to align the inter-user interference into the dimensions which are othogonal to the user signals. Subsequently, the SVD precoder is exploited to convert the equivalent channel into a diagonal form, thereby improving reception reliability and reducing complexity. At the receiver, an iterative maximal ratio combining (MRC) detector is adopted in which multipath components of the transmitted symbols in the delay-Doppler grid are combined, so as to achieve the multipath diversity gain and increase the reception reliability. The feasible conditions for IA are derived and validated. The simulation results confirm that the joint precoding based on IA and SVD effectively mitigates the inter-user interference and enhances the error performance at high signal-to-noise ratio region for MU-MIMO OTFS systems.
期刊介绍:
IEEE Wireless Communications Letters publishes short papers in a rapid publication cycle on advances in the state-of-the-art of wireless communications. Both theoretical contributions (including new techniques, concepts, and analyses) and practical contributions (including system experiments and prototypes, and new applications) are encouraged. This journal focuses on the physical layer and the link layer of wireless communication systems.