DYNAMIC PLATOON FORMATION METHOD UNDER MIXED AUTONOMOUS VEHICLES FLOW

Patent №

US 11,568,751

Granted

2023-01-31

Filed 2021

Owner

ZHEJIANG UNIVERSITY

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17244987

A dynamic platoon formation method under a mixed autonomous vehicles flow is provided. The method implements dynamic platooning by taking into account a fact that a traffic flow is a mixture of HDVs and CAVs. The dynamic platoon formation method includes: selecting lanes as candidate lanes in turn; constructing a decision tree from a current moment to a moment of platoon formation according to the following process: constructing a decision space for each CAV, generating a compatible decision set, selecting and executing a compatible decision, and updating location and speed information of all vehicles; and selecting, according to a predetermined index (including TTP and DTP), an optimal decision sequence as a decision sequence corresponding to the candidate lane.

Machine learningKnowledge representationPlanningAI hardwareG08G 1/22B60W 30/165B60W 30/18163B60W 40/06B60W 60/0027G08G 1/052G08G 1/167G08G 1/20+2 more

AI classification

Planning1.00
Knowledge representation1.00
AI hardware0.93
Machine learning0.79
Vision0.23
Evolutionary computation0.09
Speech0.00
Natural language0.00

Ownership

ZHEJIANG UNIVERSITY

assignment · 565060909

Assignors

QI, HONGSHENG, YING, YUYAN

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

From the same owner

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