International Journal of Advanced Information and Communication Technology


Performance Analysis Leakage Elimination Method for Estimation of Parameters of Exponential Signal Using Windowing Technique

Pravin R. Patil, S.D. College of Engineering, Selukate, Wardha, India.

S. S. Shriramwar, Assistant Professor, Priyadarshini College of Engineering, Nagpur, India.

DOI : 01.0401/ijaict.2014.03.07

International Journal of Advanced Information and Communication Technology

Received On : April 08, 2015

Revised On : May 05, 2015

Accepted On : June 09, 2015

Published On : July 05, 2015

Volume 02, Issue 07

Pages : 316-320

Abstract


In physical systems, dynamic behaviour can be expressed in differential equations. The results of any linear and time- invariant or differential equations are mostly composed of exponential forms. Exponential signals in the frequency domain or accurately analysed by an algorithm & the peaks of the discrete Fourier transform (DFT) results are adopted to obtain parameters that include amplitude, frequencies, damping and phases. Thus, these two types of exponential forms, if the damping is equal to zero, the mode is periodic & if the damping is not equal to zero the mode is aperiodic & thus it will decay to zero with time. If signal is periodic, the analysis method for periodic signal can be divided into time & frequency domain methods. If signal is aperiodic, it can also be divided into time & frequency domain method. Frequency domain can display the important messages that are hidden behind the signal; therefore the uses of such method can deal with computer system & quickly deduce solutions. The leakage is the most critical factor during signal parameters estimation. The leakage arises due to the side band frequency. Leakage is defined as the interference between side band frequencies. The amplitude, frequency, damping, and phase of exponential signals are analysed accurately in frequency domain by DFT algorithm, and the peaks of the discrete Fourier transform (DFT) result are adopted to obtain parameters that include amplitudes, frequencies, damping, and phase. The transform technique is used for analysis of signal parameters, Fourier technique is used for analysis of signal in frequency domain which gives frequency and phase related information of the signal.

Keywords


DFT, IpDFT, FFT, DFT.

Cite this article


Pravin R. Patil, S. S. Shriramwar, “Performance Analysis Leakage Elimination Method for Estimation of Parameters of Exponential Signal Using Windowing Technique” INTERNATIONAL JOURNAL OF ADVANCED INFORMATION AND COMMUNICATION TECHNOLOGY, pp.316-320, June 05, 2015.

Copyright


© 2015 Pravin R. Patil, S. S. Shriramwar. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.