METHOD FOR CREATING OCCUPANCY GRID MAP AND PROCESSING APPARATUS

Patent №

US 11,630,210

Granted

2023-04-18

Filed 2019

Owner

SHANGHAI TUSEN WEILAI ARTIFICIAL INTELLIGENCE TECHNOLOGY CO., LTD.

+1 more

Lab

AI components

6

ml · vision · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16711231

The present disclosure provides a method and an apparatus for creating an occupancy grid map, as well as a processing apparatus. The method includes: creating a current occupancy grid map based on a location of the vehicle and a previous occupancy grid map; and determining a current probability that each grid in the current occupancy grid map belongs to each of occupancy categories based on last environment perception information received from the sensors and updating an occupancy category to which each grid in the current occupancy grid map belongs based on the current probability that the grid belongs to each of the occupancy categories, in accordance with an asynchronous updating policy.

Machine learningVisionKnowledge representationPlanningEvolutionary computationAI hardwareG01S 17/89G01C 21/005G01C 21/3804G01C 21/3881G01S 7/4808G01S 17/04G01S 17/86G01S 17/931+2 more

AI classification

Vision1.00
Planning1.00
AI hardware1.00
Evolutionary computation0.98
Knowledge representation0.96
Machine learning0.95
Natural language0.01
Speech0.00

Ownership

SHANGHAI TUSEN WEILAI ARTIFICIAL INTELLIGENCE TECHNOLOGY CO., LTD.

assignment · 522280512

BEIJING TUSEN ZHITU TECHNOLOGY CO., LTD.

assignment · 588690176

Assignors

LIN, XUAN, WANG, NAIYAN

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

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