SYSTEM AND METHODS FOR AUTONOMOUS SIGNAL MODULATION FORMAT IDENTIFICATION

Patent №

US 9,768,874

Granted

2017-09-19

Filed 2014

Owner

GEORGIA TECH RESEARCH CORPORATION

Lab

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14587306

Systems and methods for autonomous signal modulation format identification are disclosed. In an example embodiment of the disclosed technology, a method includes mapping an input signal to Stokes space to generate a representation of the input signal in three-dimensional space. The method may further include determining the dimension of the representation and, based on the dimension, selecting a subset of modulation from a plurality of mutually exclusive subsets of modulation formats. Further, the method may include defining a cost function for identifying the modulation format from the selected subset and evaluating the cost function to identify the modulation format.

Machine learningPlanningAI hardwareH04B 10/0795H04B 10/616H04B 10/695H04B 17/3913H04L 27/0012H04L 27/02H04L 27/18H04L 27/34+1 more

AI classification

Planning0.99
Machine learning0.97
AI hardware0.81
Vision0.47
Knowledge representation0.27
Natural language0.02
Evolutionary computation0.00
Speech0.00

Ownership

GEORGIA TECH RESEARCH CORPORATION

assignment · 429020500

Assignors

RALPH, STEPHEN E., ISAUTIER, PIERRE PAUL ROGER

On an employer assignment, the assignors are typically the inventors.

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