Simultaneous Localization And Mapping For A Mobile Robot

Patent №

US 9,037,396

Granted

2015-05-19

Filed 2013

Owner

IROBOT CORPORATION

Lab

AI components

6

ml · vision · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13900767

A method of localizing a mobile robot includes receiving sensor data of a scene about the robot and executing a particle filter having a set of particles. Each particle has associated maps representing a robot location hypothesis. The method further includes updating the maps associated with each particle based on the received sensor data, assessing a weight for each particle based on the received sensor data, selecting a particle based on its weight, and determining a location of the robot based on the selected particle.

Machine learningVisionKnowledge representationPlanningEvolutionary computationAI hardwareG05D 1/0231G01C 21/20G01C 21/30G05D 1/0214G05D 1/0251G05D 1/0274G06T 7/277G06T 7/73+6 more

AI classification

Vision1.00
AI hardware1.00
Planning1.00
Knowledge representation1.00
Evolutionary computation1.00
Machine learning0.99
Natural language0.00
Speech0.00

Ownership

IROBOT CORPORATION

assignment · 316300789

Assignors

PACK, ROBERT TODD, LENSER, SCOTT R, KEARNS, JUSTIN H, TAKA, ORJETA

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

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