METHOD AND APPARATUS FOR PREDICTING MOBILITY BASED ON RELATIVE MOBILE CHARACTERISTICS

Patent №

US 9,743,237

Granted

2017-08-22

Filed 2015

Owner

AJOU UNIVERSITY INDUSTRY-ACADEMIC COOPERATION FOUNDATION

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14588682

An apparatus and method for predicting mobility based on relative mobile characteristics are disclosed herein. The method of predicting mobility based on relative mobile characteristics includes detecting, by each of a plurality of sensor nodes of a sensor network including the plurality of sensor nodes, a change in relative location with respect to an observed node; recording, by the each of the plurality of sensor nodes, information about the detected change in relative location; generating, by the each of the plurality of sensor nodes, a mathematical model for a possibility of approach of the observed node with respect to the each of the plurality of sensor nodes using the recorded relative location change information; and predicting probabilistically, by the each of the plurality of sensor nodes, whether the observed node will approach the each of the plurality of sensor nodes using the mathematical model.

Machine learningKnowledge representationPlanningAI hardwareH04W 4/023G01S 5/017G01S 5/0289G01S 5/0294H04W 4/029G06N 7/01

AI classification

AI hardware1.00
Machine learning1.00
Knowledge representation0.95
Planning0.90
Evolutionary computation0.24
Vision0.19
Natural language0.00
Speech0.00

Ownership

AJOU UNIVERSITY INDUSTRY-ACADEMIC COOPERATION FOUNDATION

assignment · 347240491

Assignors

LEE, JAE JOON, LIM, JAE SUNG

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

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