METHOD FOR ESTABLISHING A SIMULATING SIGNAL SUITABLE FOR ESTIMATING A COMPLEX EXPONENTIAL SIGNAL

Patent №

US 8,326,907

Granted

2012-12-04

Filed 2008

Owner

I SHOU UNIVERSITY

Lab

AI components

3

ml · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12317419

A method for establishing a simulating signal suitable for estimating a complex exponential signal includes the following computer-implemented steps: sampling a time domain signal of a physical system to obtain a sampling signal; transforming the sampling signal to a frequency domain signal using Fast Fourier Transform; determining parameters of the frequency domain signal; establishing a simulating signal; establishing a target function which is a deviation of the simulating signal from the sampling signal; obtaining correcting factors; iterating the target function using a gradient method and the correcting factors to obtain three sets of iterated signal parameters; obtaining corrected parameters using quadratic interpolation; and using the corrected parameters to correct the simulating signal, and establishing an updated target function. The simulating signal can be used to estimate dynamic behavior of the physical system if the updated target function converges to a tolerable range.

AI classification

Planning1.00
Evolutionary computation0.86
Machine learning0.60
Vision0.28
AI hardware0.05
Knowledge representation0.01
Natural language0.00
Speech0.00

Ownership

I SHOU UNIVERSITY

assignment · 220940412

Assignors

WU, RONG-CHING, CHIANG, CHING-TAI, TSAI, JONG-IAN

On an employer assignment, the assignors are typically the inventors.

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