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Frequency domain response under arbitrary excitation for fading memory nonlinear systems

机译:衰落内存非线性系统任意激励下的频域响应

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摘要

For dynamic systems, the steady-state system response to periodic excitation is well understood for both linear and certain nonlinear system classes. When the excitation is not periodic, however, the measured response will contain both transient and steady-state contributions. For linear systems, these transient contributions have been thoroughly explored, while no equivalent analysis exists for the nonlinear case. In this paper, we derive an expression in the frequency domain for the system response of all discrete time-invariant nonlinear systems which have fading memory, using the Volterra series representation. The expression contains both steady-state and transient contributions at each nonlinear order, revealing a highly structured view of nonlinear system response. For the nonlinear case, the transient expressions at higher nonlinear orders have a more complex structure than those generated by linear systems, which provides valuable insight for systems theory and identification purposes. (C) 2019 Elsevier Ltd. All rights reserved.
机译:对于动态系统,对于线性和某些非线性系统类,对周期性激励的稳态系统响应很好地理解。然而,当激励不定期时,测量的响应将包含瞬态和稳态贡献。对于线性系统,已经彻底探索了这些瞬态贡献,而非线性案例不存在等同的分析。在本文中,我们使用Volterra系列表示,我们在频域中获得了具有衰落存储器的所有离散时间不变非线性系统的系统响应的表达式。该表达在每个非线性顺序中包含稳态和瞬态贡献,揭示了非线性系统响应的高度结构化视图。对于非线性情况,较高的非线性订单处的瞬态表达具有比线性系统产生的结构更复杂,这为系统理论和识别目的提供了有价值的见解。 (c)2019年elestvier有限公司保留所有权利。

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