系统工程与电子技术
繫統工程與電子技術
계통공정여전자기술
SYSTEMS ENGINEERING AND ELECTRONICS
2015年
2期
229-238
,共10页
张弓%方青%陶宇%刘苏%贲德
張弓%方青%陶宇%劉囌%賁德
장궁%방청%도우%류소%분덕
模拟信息转换器%压缩感知%稀疏信号
模擬信息轉換器%壓縮感知%稀疏信號
모의신식전환기%압축감지%희소신호
analog-to-information convertor(AIC)%compressive sensing(CS)%sparse signal
随着未来宽带、超宽带通信技术的发展,现有以传统奈奎斯特采样定理为基础的信号的采集、传输、存储和处理系统将面临严峻的挑战,模拟信息转换器(analog-to-information convertor,AIC)将可能是这些挑战的有效解决途径。AIC 是近年来国内外研究的热点,其以压缩感知原理为理论基础,突破传统的奈奎斯特采样定理的约束,以远低于奈奎斯特速率对信号进行采样,并确保能准确重构出原始信号,是稀疏信号的有效获取方法。以稀疏信号采集为主线,综述了近年来 AIC 设计与实现的研究进展,分析了不同方案在稀疏信号获取方面的优势与不足,描述了国内外的相关研究进展,并对未来 AIC 可能的发展方向进行了展望。
隨著未來寬帶、超寬帶通信技術的髮展,現有以傳統奈奎斯特採樣定理為基礎的信號的採集、傳輸、存儲和處理繫統將麵臨嚴峻的挑戰,模擬信息轉換器(analog-to-information convertor,AIC)將可能是這些挑戰的有效解決途徑。AIC 是近年來國內外研究的熱點,其以壓縮感知原理為理論基礎,突破傳統的奈奎斯特採樣定理的約束,以遠低于奈奎斯特速率對信號進行採樣,併確保能準確重構齣原始信號,是稀疏信號的有效穫取方法。以稀疏信號採集為主線,綜述瞭近年來 AIC 設計與實現的研究進展,分析瞭不同方案在稀疏信號穫取方麵的優勢與不足,描述瞭國內外的相關研究進展,併對未來 AIC 可能的髮展方嚮進行瞭展望。
수착미래관대、초관대통신기술적발전,현유이전통내규사특채양정리위기출적신호적채집、전수、존저화처리계통장면림엄준적도전,모의신식전환기(analog-to-information convertor,AIC)장가능시저사도전적유효해결도경。AIC 시근년래국내외연구적열점,기이압축감지원리위이론기출,돌파전통적내규사특채양정리적약속,이원저우내규사특속솔대신호진행채양,병학보능준학중구출원시신호,시희소신호적유효획취방법。이희소신호채집위주선,종술료근년래 AIC 설계여실현적연구진전,분석료불동방안재희소신호획취방면적우세여불족,묘술료국내외적상관연구진전,병대미래 AIC 가능적발전방향진행료전망。
With the development of wideband and ultra wideband communications,huge challenges will ap-pear in the traditional Nyquist sampling theorem based signal collection,transmission,storage and processing system.The analog-to-information convertor(AIC)may be an effective way to overcome these challenges.As a research hotspot in recent years,AIC takes compressive sensing as its theoretical base and breaks through the restrictions of the Nyquist sampling theorem.The AIC system allows accurate reconstruction of signals sampled at a rate many times less than that of the conventional Nyquist frequency,making it an effective way of signal conversion.This paper reviews the recent research progress in sparse signal acquisition and introduces the typi-cal schemes of AIC design and implementation.The advantages and disadvantages of different approaches have been analyzed,and research development at home and abroad has been described.Conclusions and future re-search directions of AIC are given.