METHOD FOR REPRESENTING A COMBINATION OF SIGNALS WITH A DISTRIBUTION OF A SINGLE LOGNORMAL RANDOM VARIABLE
Patent №
US 7,280,942
Granted
2007-10-09
Filed 2005
Owner
MITSUBISHI ELECTRIC RESEARCH LABORATORIES, INC.
Lab
—
AI components
2
vision · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
11203440
A method analyzes a set of signal acquired from a physical system. A set of parameters characterizing the set of signals is measured. The parameters can include the mean and the variance of the power of the signal, and a Rician factor. A first point and a second point of a moment generating function for a combination of the set of signals are evaluated according to the set of parameters to obtain a first sample and a second sample, respectively. First and second equations are defined. The equations respectively have an approximation of a moment generation function of a lognormal random variable representing the combination of the set of signals, at the first point and the second point, on the left side, and the first and second sample on the right side. The two equations are solved to obtain a mean and a variance of the lognormal random variable representing a distribution of the combination of the set of the signals.
AI classification
Ownership
MITSUBISHI ELECTRIC RESEARCH LABORATORIES, INC.
assignment · 168950236
Assignors
MEHTA, NEELESH B., MOLISCH, ANDREAS F., ZHANG, JINYUN
On an employer assignment, the assignors are typically the inventors.