Optimal OFDM-IM Signals With Constant PAPR

IF 3.2 1区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Broadcasting Pub Date : 2024-03-10 DOI:10.1109/TBC.2024.3394292
Jiabo Hu;Yajun Wang;Zhuxian Lian;Yinjie Su;Zhibin Xie
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Abstract

Orthogonal frequency division multiplexing indexed modulation (OFDM-IM), an emerging multi-carrier modulation technique, offers significant advantages over traditional OFDM. The OFDM-IM scheme exhibits superior performance in terms of bit error rate (BER) at low and medium data rates, while also enhancing resilience to inter-carrier interference in dynamically changing channels. However, the challenge of a high peak-to-average ratio (PAPR) also persists in OFDM-IM. In this study, we propose a novel approach to mitigate PAPR by introducing a small dither signal to the idle subcarrier, leveraging the inherent characteristics of OFDM-IM. Subsequently, we address the nonconvex and non-smooth optimization problem of minimizing the maximum amplitude of dither signals while maintaining a constant PAPR constraint. To effectively tackle this challenging optimization task, we adopt the linearized alternating direction multiplier method (LADMM), referred to as the LADMM-direct algorithm, which provides a simple closed-form solution for each subproblem encountered during the optimization process. To improve the convergence rate of the LADMM-direct algorithm, a LADMM-relax algorithm is also proposed to address the PAPR problem. Simulation results demonstrate that our proposed LADMM-direct and LADMM-relax algorithms significantly reduce computational complexity and achieve superior performance in terms of both PAPR and bit error rate (BER) compared to state-of-the-art algorithms.
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具有恒定 PAPR 的最佳 OFDM-IM 信号
正交频分复用索引调制(OFDM-IM)是一种新兴的多载波调制技术,与传统的 OFDM 相比具有显著优势。OFDM-IM 方案在中低数据速率下的误码率(BER)方面表现出卓越的性能,同时还增强了对动态变化信道中载波间干扰的抗干扰能力。然而,OFDM-IM 仍然面临峰均比(PAPR)过高的挑战。在本研究中,我们提出了一种新方法,利用 OFDM-IM 的固有特性,通过在空闲子载波上引入小抖动信号来缓解 PAPR。随后,我们解决了一个非凸和非平滑的优化问题,即在保持恒定 PAPR 约束的同时,最小化抖动信号的最大振幅。为有效解决这一具有挑战性的优化任务,我们采用了线性化交替方向乘法器方法(LADMM),即 LADMM-direct算法,该算法可为优化过程中遇到的每个子问题提供简单的闭式解。为了提高 LADMM-direct 算法的收敛速度,还提出了一种 LADMM-relax 算法来解决 PAPR 问题。仿真结果表明,与最先进的算法相比,我们提出的 LADMM-直接算法和 LADMM-relax 算法大大降低了计算复杂度,并在 PAPR 和误码率 (BER) 方面取得了优异的性能。
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来源期刊
IEEE Transactions on Broadcasting
IEEE Transactions on Broadcasting 工程技术-电信学
CiteScore
9.40
自引率
31.10%
发文量
79
审稿时长
6-12 weeks
期刊介绍: The Society’s Field of Interest is “Devices, equipment, techniques and systems related to broadcast technology, including the production, distribution, transmission, and propagation aspects.” In addition to this formal FOI statement, which is used to provide guidance to the Publications Committee in the selection of content, the AdCom has further resolved that “broadcast systems includes all aspects of transmission, propagation, and reception.”
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