Toeplitz operators are fundamental and ubiquitous in signal processing and information theory as models for linear, time-invariant (LTI) systems. Due to the fact that any practical system can access only signals of finite duration, time-limited restrictions of Toeplitz operators are naturally of interest. To provide a unifying treatment of such systems working on different signal domains, we consider time-limited Toeplitz operators on locally compact abelian groups with the aid of the Fourier transform on these groups. In particular, we survey existing results concerning the relationship between the spectrum of a time-limited Toeplitz operator and the spectrum of the corresponding non-time-limited Toeplitz operator. We also develop new results specifically concerning the eigenvalues of time-frequency limiting operators on locally compact abelian groups. Applications of our unifying treatment are discussed in relation to channel capacity and in relation to representation and approximation of signals.
翻译:托普利茨操作员作为线性、时变(LTI)系统的模型,在信号处理和信息理论方面是基本和普遍的。由于任何实用系统只能获取有期限的信号,托普利茨操作员的限时限制自然很有意义。为了统一处理在不同信号领域运行的这种系统,我们认为在Fourier变换的帮助下,当地小型贝利亚集团的托普利茨操作员是有时间限制的。特别是,我们调查关于限时托普利茨操作员的频谱与相应的非限时托普利茨操作员的频谱之间的关系的现有结果。我们还特别就限制当地紧凑的频谱组操作员的时间价值制定了新的结果。我们统一处理的应用程序在频道能力以及信号的表述和近似方面进行了讨论。