Title :
Probability density functions of amplitude-modulated random signals
Author :
Cain, G.D. ; Lever, K.V. ; Yardim, A.
Author_Institution :
Dept. of Electron. Syst., Westminster Univ., London, UK
fDate :
8/6/1998 12:00:00 AM
Abstract :
The probability density function arising from multiplication of two independent random variables has been extensively treated by statisticians, yet some common signal processing product situations have not been analysed. An important example of this omission is the amplitude modulation of a Gaussian process. Here, a little-known Hankel transform-based procedure provides a ready solution for this problem and many other types of random modulation signals. Several new modulation results are tabulated in graphical form and it is also shown that half-amplitude sinusoidal processes added yield the same distribution as their (unit-amplitude) product
Keywords :
Gaussian processes; Hankel transforms; amplitude modulation; probability; signal processing; Gaussian process; Hankel transform-based procedure; amplitude-modulated random signals; half-amplitude sinusoidal processes; independent random variables; probability density functions;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:19981131