학술논문

Chirp design in a pulse compression procedure for the identification of non-linear systems
Document Type
Conference
Source
2017 14th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD) Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD), 2017 14th International Conference on. :1-4 Jun, 2017
Subject
Bioengineering
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Power, Energy and Industry Applications
Chirp
Nonlinear systems
Harmonic analysis
Power harmonic filters
Computational modeling
Distortion
Adaptation models
system modeling and identification
nonlinear systems
pulse compression methods
chirp
Language
Abstract
The Hammerstein model of a nonlinear systems can be efficiently identified by means of a technique based on pulse compression. The procedure relies on the properties of the exponential chirps, adopted as excitation signals. The present paper proposes to include the initial phase of the chirp, together with its time duration and frequency extremes, among the parameters to design the excitation signal. Considering this widened set of design parameters, we identify the constraints that the excitation signal must meet to carry out an accurate identification. The paper shows that introducing the initial phase as further degree of freedom, adds flexibility to the design process and allows for the use of much shorted chirp signals, making measurements faster and reliable. The experimental results reported demonstrate the validity of the constraints identified and show that, choosing appropriate combinations of the parameters, very short chirp accomplish the phase constraint needed for an accurate modelling of the non-linear system.