Complexity Blowup if Continuous-Time LTI Systems are Implemented on Digital Hardware

被引:0
|
作者
Boche, Holger [1 ,2 ,3 ]
Pohl, Volker [1 ]
机构
[1] Tech Univ Munich, Dept Elect & Comp Engn, D-80333 Munich, Germany
[2] Munich Ctr Quantum Sci & Technol MCQST, D-80799 Munich, Germany
[3] Ruhr Univ Bochum, Excellenzcluster Cyber Secur Age Large Scale Adve, Bochum, Germany
关键词
D O I
10.1109/CDC45484.2021.9683404
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper shows that every simple but non-trivial continuous-time, linear time-invariant (LTI) system shows a complexity blowup if its output is simulated on a digital computer. This means that for a given LTI system, a Turing machine can compute a low-complexity input signal in polynomial-time but which yields a corresponding output signal which has high complexity in the sense that the computation time for determining an approximation up to n significant digits grows faster than any polynomial in n. A similar complexity blowup is observed for the calculation of Fourier series approximations and the Fourier transform.
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页码:6509 / 6514
页数:6
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