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Uniform approximation with doubly-finite Volterra series

机译:双有限Volterra级数的一致逼近

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The assumption that a system possesses a certain discrete-time Volterra series representation frequently forms the basis for studies in the areas of signal processing and communication theory. A further assumption often made, without justification, is that the representation can be suitably approximated by a corresponding doubly finite series. The author shows that, for a very large class of nonlinear discrete-time systems, such doubly finite approximations exist in the sense of uniform approximation on a ball of bounded inputs. Several additional results are also given. These concern, for example, asymptotic properties of the expansions. The results provide a more firm foundation for applications involving Volterra series.
机译:系统具有一定离散时间Volterra级数表示的假设经常构成信号处理和通信理论领域研究的基础。通常在没有理由的情况下做出的另一假设是,可以通过相应的双重有限级数适当地近似表示。作者表明,对于一类非常大的非线性离散时间系统,在有限输入球上的均匀逼近意义上,存在着这种双重有限逼近。还给出了其他一些结果。这些例如涉及展开的渐近性质。结果为涉及Volterra系列的应用程序提供了更坚实的基础。

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