DocumentCode
187007
Title
On the usage of Dirac Delta functions with nonlinear argument in high order I/O integrals
Author
Nieto-Chaupis, Huber
Author_Institution
Inst. de Investig. - FIEE, Univ. Nac. de Ing., Lima, Peru
fYear
2014
fDate
12-15 May 2014
Firstpage
519
Lastpage
524
Abstract
The effect of using a Dirac Delta function with polynomial argument in mathematical methodologies based on nonlinear I/O integrals, is studied. In concrete, we present the case where a Dirac Delta function plays the role of input or transfer function which would turn out to be of importance to model nonlinear systems containing distortion or degradation in their output signals. In effect, is seen the presence of sub-harmonics as consequence of quadratic argument into the Dirac Delta function when it enters into an I/O convolution integral. This mathematical methodology presents clearly some virtues which might be employed to the case where a fully disturbed simulated signal can be modeled with 6 parameters identification curve based on the Dirac Delta functions with polynomial argument. The discrepancy between simulated data and model yields an error of order of up to 8%. In other case, is required up to 9 parameters when the formalism is adjusted to model path-loss signal in wireless communications, with an error of order of 5%, thereby indicating that the modeling with Dirac Delta functions might be advantageous to model nonlinear systems variables plagued of stochastic disturbs.
Keywords
convolution; integral equations; nonlinear equations; nonlinear systems; polynomials; Dirac Delta functions; convolution integral; high order I/O integrals; mathematical methodology; nonlinear argument; nonlinear systems; path loss signal; polynomial argument; quadratic argument; stochastic disturbs; transfer function; wireless communications; Convolution; Data models; Harmonic analysis; Kernel; Monte Carlo methods; Nonlinear systems; Polynomials;
fLanguage
English
Publisher
ieee
Conference_Titel
Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2014 IEEE International
Conference_Location
Montevideo
Type
conf
DOI
10.1109/I2MTC.2014.6860799
Filename
6860799
Link To Document