Sampling expansion for irregularly sampled signals in fractional Fourier transform domain

被引:8
|
作者
Liu, Xiaoping [1 ]
Shi, Jun [1 ]
Xiang, Wei [2 ]
Zhang, Qinyu [3 ]
Zhang, Naitong [1 ,3 ]
机构
[1] Harbin Inst Technol, Commun Res Ctr, Harbin 150001, Peoples R China
[2] Univ So Queensland, Sch Mech & Elect Engn, Toowoomba, Qld 4350, Australia
[3] Harbin Inst Technol, Shenzhen Grad Sch, Shenzhen 518055, Peoples R China
基金
中国国家自然科学基金;
关键词
Fractional Fourier transform; Function spaces; Non-bandlimited; Irregular sampling; Sampling theorem; BAND-LIMITED SIGNALS; SERIES EXPANSION; LOST SAMPLES; RECONSTRUCTION; THEOREM;
D O I
10.1016/j.dsp.2014.08.004
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Real-world signals are often not band-limited, and in many cases of practical interest sampling points are not always measured regularly. The purpose of this paper is to propose an irregular sampling theorem for the fractional Fourier transform (FRFT), which places no restrictions on the input signal. First, we construct frames for function spaces associated with the FRFT. Then, we introduce a unified framework for sampling and reconstruction in the function spaces. Based upon the proposed framework, an FRFT-based irregular sampling theorem without band-limiting constraints is established. The theoretical derivations are validated via numerical results. (C) 2014 Elsevier Inc. All rights reserved.
引用
收藏
页码:74 / 81
页数:8
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