基于最大相关熵算法的PCMA信号自适应分离

IF 1.6 4区 计算机科学 Q3 ENGINEERING, AEROSPACE
Mojtaba Hajiabadi
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引用次数: 0

摘要

配对载波多址(PCMA)是卫星通信系统中实现频率复用和优化频谱利用的关键技术。虽然PCMA信号在高斯噪声环境下的分离已经很成熟,但设计脉冲噪声的算法仍然是一个挑战。本文提出了一种新的带均衡器的基于熵的自适应滤波器,用于分离存在脉冲噪声的PCMA信号。值得注意的是,我们的方法目前仅限于单波束应用,特别是恒定QPSK调制。我们使用误码率(BER)和均方偏差(MSD)仿真将我们的方法与众所周知的最小均方(LMS)自适应滤波器的性能进行了比较,证明了我们方法的优越性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Adaptive Separation of PCMA Signals Based on Maximum Correntropy Algorithm

Paired carrier multiple access (PCMA) is a critical technique in satellite communication systems for frequency reuse and optimizing spectrum utilization. While separation of PCMA signals in Gaussian noise environments is well-established, designing algorithms for impulsive noise remains a challenge. This paper proposes a novel correntropy-based adaptive filter with an equalizer to separate PCMA signals in the presence of impulsive noise. It is important to note that our approach is currently limited to single-beam applications and specifically for constant QPSK modulations. We compare the performance of our method with the well-known least mean square (LMS) adaptive filter using bit error rate (BER) and mean square deviation (MSD) simulations, demonstrating the superiority of our approach.

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来源期刊
CiteScore
4.10
自引率
5.90%
发文量
31
审稿时长
>12 weeks
期刊介绍: The journal covers all aspects of the theory, practice and operation of satellite systems and networks. Papers must address some aspect of satellite systems or their applications. Topics covered include: -Satellite communication and broadcast systems- Satellite navigation and positioning systems- Satellite networks and networking- Hybrid systems- Equipment-earth stations/terminals, payloads, launchers and components- Description of new systems, operations and trials- Planning and operations- Performance analysis- Interoperability- Propagation and interference- Enabling technologies-coding/modulation/signal processing, etc.- Mobile/Broadcast/Navigation/fixed services- Service provision, marketing, economics and business aspects- Standards and regulation- Network protocols
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