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.
引用
下载
收藏
页码:6509 / 6514
页数:6
相关论文
共 50 条
  • [1] Time complexity and model complexity of fast identification of continuous-time LTI systems
    Lin, L
    Wang, LY
    Zames, G
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1999, 44 (10) : 1814 - 1828
  • [2] On the metric complexity of continuous-time systems
    Wayne State Univ, Detroit, United States
    Int J Robust Nonlinear Control, 3 (221-234):
  • [3] On the metric complexity of continuous-time systems
    Wang, LY
    Lin, L
    INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 1996, 6 (03) : 221 - 234
  • [4] Observability Analysis of Continuous-Time LTI Systems with Limited Derivative Data
    Eskandari, Neda
    Oishi, Meeko M. K.
    Wang, Z. Jane
    ASIAN JOURNAL OF CONTROL, 2014, 16 (02) : 623 - 627
  • [5] Control of continuous-time LTI systems by means of structurally constrained controllers
    Lavaei, Javad
    Aghdam, Amir G.
    AUTOMATICA, 2008, 44 (01) : 141 - 148
  • [6] Controllability in continuous-time systems with digital controllers
    Yamé, JJ
    Hanus, R
    PROCEEDINGS OF THE 2001 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 2001, : 3215 - 3220
  • [7] Continuous-time identification of continuous-time systems
    Kowalczuk, Z
    Kozlowski, J
    (SYSID'97): SYSTEM IDENTIFICATION, VOLS 1-3, 1998, : 1293 - 1298
  • [8] Stability of continuous-time nonlinear systems with digital controllers
    Bian, W
    French, M
    2004 43RD IEEE CONFERENCE ON DECISION AND CONTROL (CDC), VOLS 1-5, 2004, : 2334 - 2339
  • [9] Optimal periodic feedback design for continuous-time LTI systems with constrained control structure
    Lavaei, J.
    Aghdam, A. G.
    INTERNATIONAL JOURNAL OF CONTROL, 2007, 80 (02) : 220 - 230
  • [10] Linear Quadratic Optimal Control of Continuous-Time LTI Systems With Random Input Gains
    Chen, Wei
    Qiu, Li
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2016, 61 (07) : 2008 - 2013