Narrowband Interference Mitigation Techniques: A Survey

IF 34.4 1区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Communications Surveys and Tutorials Pub Date : 2025-01-20 DOI:10.1109/COMST.2025.3531428
Michael Aygur;Sithamparanathan Kandeepan;Andrea Giorgetti;Akram Al-Hourani;Edward Arbon;Mark Bowyer
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Abstract

The radio frequency (RF) spectrum is a scarce natural resource utilized by terrestrial and satellite systems that operate in regulated frequency bands. The sharing of this scarce resource and the bandwidth of these systems has led to various types of interferences including, narrowband interference (NBI) and wideband interference (WBI). The spectrum congestion problem will only continue to be exacerbated as new applications and technologies are deployed with larger bandwidths to support new user requirements. The handling of NBI in the literature is significant and vast, which deserves recognition in the form of a survey paper. This survey aims to summarize the handful of NBI models and the extent of mitigation techniques that have been reported in the literature over the last decade for various commercial and defense fields which includes terrestrial and satellite systems. More importantly, the source and potential adverse impacts of NBI on different applications and technologies are discussed. A series of mitigation strategies are reviewed including the traditional filter-based methods and recent techniques that utilized machine learning. We strictly limit this survey to time-frequency NBI and ignore the treatment of interference in the spatial domain considering the number of publications reported to date. Lastly, we address some of the identified research gaps and enumerate future research directions to progress NBI mitigation works. This survey provides a brief introduction to the NBI problem and can be applied to future research for emerging applications and technologies.
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窄带干扰抑制技术综述
无线电频率(RF)频谱是一种稀缺的自然资源,用于在受管制频带中工作的地面和卫星系统。这种稀缺资源和带宽的共享导致了各种类型的干扰,包括窄带干扰(NBI)和宽带干扰(WBI)。随着新的应用和技术部署更大的带宽以支持新的用户需求,频谱拥塞问题只会继续加剧。文献中对NBI的处理是重要的和广泛的,值得以调查论文的形式予以承认。本调查旨在总结过去十年来文献中报道的几种NBI模型和缓解技术的程度,这些模型适用于各种商业和国防领域,包括地面和卫星系统。更重要的是,讨论了NBI的来源和对不同应用和技术的潜在不利影响。回顾了一系列缓解策略,包括传统的基于过滤器的方法和利用机器学习的最新技术。考虑到迄今为止报道的出版物数量,我们严格限制了这项调查的时频NBI,忽略了对空间域中干扰的处理。最后,我们解决了一些已确定的研究差距,并列举了未来的研究方向,以推进NBI缓解工作。本研究对NBI问题进行了简要介绍,并可应用于未来新兴应用和技术的研究。
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来源期刊
IEEE Communications Surveys and Tutorials
IEEE Communications Surveys and Tutorials COMPUTER SCIENCE, INFORMATION SYSTEMS-TELECOMMUNICATIONS
CiteScore
80.20
自引率
2.50%
发文量
84
审稿时长
6 months
期刊介绍: IEEE Communications Surveys & Tutorials is an online journal published by the IEEE Communications Society for tutorials and surveys covering all aspects of the communications field. Telecommunications technology is progressing at a rapid pace, and the IEEE Communications Society is committed to providing researchers and other professionals the information and tools to stay abreast. IEEE Communications Surveys and Tutorials focuses on integrating and adding understanding to the existing literature on communications, putting results in context. Whether searching for in-depth information about a familiar area or an introduction into a new area, IEEE Communications Surveys & Tutorials aims to be the premier source of peer-reviewed, comprehensive tutorials and surveys, and pointers to further sources. IEEE Communications Surveys & Tutorials publishes only articles exclusively written for IEEE Communications Surveys & Tutorials and go through a rigorous review process before their publication in the quarterly issues. A tutorial article in the IEEE Communications Surveys & Tutorials should be designed to help the reader to become familiar with and learn something specific about a chosen topic. In contrast, the term survey, as applied here, is defined to mean a survey of the literature. A survey article in IEEE Communications Surveys & Tutorials should provide a comprehensive review of developments in a selected area, covering its development from its inception to its current state and beyond, and illustrating its development through liberal citations from the literature. Both tutorials and surveys should be tutorial in nature and should be written in a style comprehensible to readers outside the specialty of the article.
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