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

Vision0.93
AI hardware0.82
Knowledge representation0.06
Evolutionary computation0.03
Machine learning0.02
Natural language0.00
Speech0.00
Planning0.00

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.

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