Adaptive pulse shaping for OFDM RadCom systems in highly dynamic scenarios

IF 2.3 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC EURASIP Journal on Wireless Communications and Networking Pub Date : 2024-07-09 DOI:10.1186/s13638-024-02370-8
Haonan He, Tianhao Liang, Tingting Zhang
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Abstract

Due to the spectrum and complexity efficiency, the integrated radar and communications (RadCom) systems have been widely favored, in which orthogonal frequency division multiplexing (OFDM) is the most popular signal to conduct the two functions simultaneously. However, an unoptimized pulse could suffer from severe inter-carrier interference (ICI) and high out-of-band emission (OOBE), which greatly degrades the system performance. In this paper, we introduce the pulse shaping scheme dedicated to RadCom systems, in which both transmitter and receiver can adaptively design pulses with the assistance of radar estimation. We first optimize the transmitting pulse with the weighted sum of signal-to-interference-plus-noise ratio (SINR) and OOBE by employing the popular genetic algorithm. Then, we design an improved-matched pulse at the receiver for maximizing the SINR with the fmincon solver. In this way, they both utilize the readily available radar information and keep the pulse optimal even in highly dynamic scenarios, which makes the most of RadCom systems while avoiding the overhead of channel estimation and feedback. Simulations prove the feasibility of proposed scheme and reveal that the radar image and communications SINR stay close to their optimum in most cases with much lower OOBE. An improved-matched pulse can further improve the communications performance when severe ICI occurs compared with a matched pulse.

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高动态场景下 OFDM RadCom 系统的自适应脉冲整形
由于频谱和复杂性效率高,集成雷达和通信(RadCom)系统受到广泛青睐,其中正交频分复用(OFDM)是同时实现两种功能的最常用信号。然而,未经优化的脉冲会产生严重的载波间干扰(ICI)和高带外发射(OOBE),从而大大降低系统性能。在本文中,我们介绍了 RadCom 系统专用的脉冲整形方案,在该方案中,发射机和接收机都可以在雷达估计的帮助下自适应地设计脉冲。我们首先利用流行的遗传算法,通过信号干扰加噪声比(SINR)和 OOBE 的加权和来优化发射脉冲。然后,我们利用 fmincon 求解器在接收器处设计改进的匹配脉冲,以最大化 SINR。这样,它们既能利用现成的雷达信息,又能在高度动态的情况下保持最佳脉冲,从而充分利用 RadCom 系统,同时避免信道估计和反馈的开销。仿真证明了所提方案的可行性,并显示雷达图像和通信 SINR 在大多数情况下都接近最佳值,OOBE 更低。与匹配脉冲相比,当出现严重 ICI 时,改进匹配脉冲可进一步提高通信性能。
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来源期刊
CiteScore
7.70
自引率
3.80%
发文量
109
审稿时长
8.0 months
期刊介绍: The overall aim of the EURASIP Journal on Wireless Communications and Networking (EURASIP JWCN) is to bring together science and applications of wireless communications and networking technologies with emphasis on signal processing techniques and tools. It is directed at both practicing engineers and academic researchers. EURASIP Journal on Wireless Communications and Networking will highlight the continued growth and new challenges in wireless technology, for both application development and basic research. Articles should emphasize original results relating to the theory and/or applications of wireless communications and networking. Review articles, especially those emphasizing multidisciplinary views of communications and networking, are also welcome. EURASIP Journal on Wireless Communications and Networking employs a paperless, electronic submission and evaluation system to promote a rapid turnaround in the peer-review process. The journal is an Open Access journal since 2004.
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