Wavelet-Aided OTFS With Improper Gaussian Noise

IF 1.8 4区 计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Ayse Elif Canbilen
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引用次数: 0

Abstract

Sixth-generation (6G) wireless communication is expected to include much higher mobility usage scenarios compared with previous generations. This situation brings with it challenges such as Doppler and hardware-induced distortion effects, which traditional methods are insufficient to handle. In this study, wavelet-aided orthogonal time-frequency space (W-OTFS) modulation, known for its resistance to Doppler shifts, is addressed under the effect of improper Gaussian noise (IGN) originating from hardware faults, which is largely neglected in the literature. Considering a highly mobile 6G scenario, a hard-decision-based widely linear minimum mean square error (WL-MMSE) detector is designed to evaluate the bit error rate (BER) of the proposed W-OTFS system, and the simulation results are presented. In addition to Daubechies and Haar wavelets, which are frequently preferred in W-OTFS applications, results obtained with different orthogonal wavelet types are also introduced. The extensive simulation results demonstrate that the W-OTFS provides more than 5 dB gain for achieving a BER value of 1 0 − 2 $$ 1{0}^{-2} $$ compared with the traditional OTFS, regardless of the wavelet type. Furthermore, W-OTFS is proven to resolve the high PAPR issue in OTFS. Depending on the selected wavelet type, a minimum PAPR reduction of 2.5 dB was achieved compared with OTFS.

非高斯噪声下的小波辅助OTFS
与前几代相比,第六代(6G)无线通信预计将包含更高的移动性使用场景。这种情况带来了多普勒和硬件失真效应等挑战,而传统的方法不足以解决这些问题。在本研究中,以抗多普勒频移而闻名的小波辅助正交时频空间(W-OTFS)调制在硬件故障引起的不适当高斯噪声(IGN)的影响下进行了研究,这在文献中很大程度上被忽视。针对高移动6G场景,设计了一种基于硬决策的宽线性最小均方误差(WL-MMSE)检测器来评估所提出的W-OTFS系统的误码率(BER),并给出了仿真结果。除了在W-OTFS应用中经常使用的Daubechies和Haar小波外,还介绍了不同正交小波类型的结果。广泛的仿真结果表明,与传统的OTFS相比,无论小波类型如何,W-OTFS提供了超过5 dB的增益,实现了1 0−2 $$ 1{0}^{-2} $$的误码率值。此外,W-OTFS被证明可以解决OTFS中的高PAPR问题。根据所选择的小波类型,与OTFS相比,最小PAPR降低了2.5 dB。
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来源期刊
CiteScore
5.90
自引率
9.50%
发文量
323
审稿时长
7.9 months
期刊介绍: The International Journal of Communication Systems provides a forum for R&D, open to researchers from all types of institutions and organisations worldwide, aimed at the increasingly important area of communication technology. The Journal''s emphasis is particularly on the issues impacting behaviour at the system, service and management levels. Published twelve times a year, it provides coverage of advances that have a significant potential to impact the immense technical and commercial opportunities in the communications sector. The International Journal of Communication Systems strives to select a balance of contributions that promotes technical innovation allied to practical relevance across the range of system types and issues. The Journal addresses both public communication systems (Telecommunication, mobile, Internet, and Cable TV) and private systems (Intranets, enterprise networks, LANs, MANs, WANs). The following key areas and issues are regularly covered: -Transmission/Switching/Distribution technologies (ATM, SDH, TCP/IP, routers, DSL, cable modems, VoD, VoIP, WDM, etc.) -System control, network/service management -Network and Internet protocols and standards -Client-server, distributed and Web-based communication systems -Broadband and multimedia systems and applications, with a focus on increased service variety and interactivity -Trials of advanced systems and services; their implementation and evaluation -Novel concepts and improvements in technique; their theoretical basis and performance analysis using measurement/testing, modelling and simulation -Performance evaluation issues and methods.
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