Low Complexity Detectors for Spectral and Energy Efficient GQSM-OTFS System

IF 6.9 2区 计算机科学 Q1 TELECOMMUNICATIONS
Deepika Rajpoot;P. Maheswaran
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引用次数: 0

Abstract

Orthogonal time frequency space (OTFS) is a novel modulation scheme that offers robustness against multipath fading and Doppler shifts. For future generation green communication systems, generalized quadrature spatial modulation (GQSM) is an enhancement of traditional quadrature spatial modulation (QSM) that reduces the number of transmit antennas for same spectral efficiency (SE) and improves the energy efficiency (EE) of wireless communication systems. In this paper, we propose a GQSM based OTFS (GQSM-OTFS) system to enhance SE, EE, and transmission reliability of wireless communication systems in high mobility scenarios. Further, we find the expression of the upper-bound and lower-bound on SE and validate it by the simulation results. Then, we propose low-complexity detectors, i.e., energy greedy detector (EGD), modified EGD (MEGD), and improved EGD with log-likelihood ratio (IEGD-LLR). The EGD provides lesser complexity than the minimum mean squared error based maximum likelihood (MMSE-ML) detector with minor degradation ( $\leq 1$ dB) of system performance. MEGD performs same as MMSE-ML detector with reduction in computational complexity. IEGD-LLR is proposed based on the LLR, which performs same as the MMSE-ML detector with significant reduction in computational complexity. Moreover, we discuss the discrete-input continuous-output memoryless channel (DCMC) capacity of the GQSM-OTFS system. Finally, simulation results demonstrate that the proposed GQSM-OTFS system outperforms the conventional spatial modulation (SM) based OTFS systems.
高能效GQSM-OTFS系统的低复杂度检测器
正交时频空间(OTFS)是一种新颖的调制方案,具有抗多径衰落和多普勒频移的鲁棒性。对于下一代绿色通信系统,广义正交空间调制(GQSM)是对传统正交空间调制(QSM)的改进,在相同的频谱效率(SE)下减少了发射天线数量,提高了无线通信系统的能量效率(EE)。在本文中,我们提出了一种基于GQSM的OTFS (GQSM-OTFS)系统,以提高无线通信系统在高移动场景下的SE、EE和传输可靠性。在此基础上,给出了SE的上界和下界表达式,并通过仿真结果对其进行了验证。然后,我们提出了低复杂度检测器,即能量贪婪检测器(EGD),改进的EGD (MEGD)和改进的对数似然比EGD (IEGD-LLR)。EGD比基于最小均方误差的最大似然(MMSE-ML)检测器提供更低的复杂性,并且系统性能的退化较小($\leq 1$ dB)。MEGD的性能与MMSE-ML检测器相同,但降低了计算复杂度。在LLR的基础上提出了IEGD-LLR,其性能与MMSE-ML检测器相同,且计算复杂度显著降低。此外,我们还讨论了GQSM-OTFS系统的离散输入连续输出无记忆信道(DCMC)容量。仿真结果表明,GQSM-OTFS系统优于传统的基于空间调制(SM)的OTFS系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IEEE Transactions on Green Communications and Networking
IEEE Transactions on Green Communications and Networking Computer Science-Computer Networks and Communications
CiteScore
9.30
自引率
6.20%
发文量
181
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