Vehicle automatic parking method based on DQN
The invention discloses a vehicle automatic parking method based on a DQN. The vehicle automatic parking method based on the DQN comprises the following steps of 1, obtaining vehicle position, obstacle information and parking space information at the current time and parking a vehicle to a comparati...
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Main Authors | , , , , , , , |
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Format | Patent |
Language | Chinese English |
Published |
17.08.2018
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Subjects | |
Online Access | Get full text |
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Abstract | The invention discloses a vehicle automatic parking method based on a DQN. The vehicle automatic parking method based on the DQN comprises the following steps of 1, obtaining vehicle position, obstacle information and parking space information at the current time and parking a vehicle to a comparatively reasonable parking initial position; 2, using the well-trained DQN to calculate an expected vehicle front wheel tilt angle according to the vehicle position, the obstacle information and the parking space information at the current time; 3, controlling front wheels of the vehicle to rotate according to the expected vehicle front wheel tilt angle and moving the vehicle; and 4, updating the position of the vehicle at the current time, judging whether the vehicle enters a parking space or not,and if the vehicle reaches the parking space, finishing the parking, and otherwise, updating the obstacle information and returning to the step 2 to recalculate the vehicle front wheel tilt angle. According to the vehicle au |
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AbstractList | The invention discloses a vehicle automatic parking method based on a DQN. The vehicle automatic parking method based on the DQN comprises the following steps of 1, obtaining vehicle position, obstacle information and parking space information at the current time and parking a vehicle to a comparatively reasonable parking initial position; 2, using the well-trained DQN to calculate an expected vehicle front wheel tilt angle according to the vehicle position, the obstacle information and the parking space information at the current time; 3, controlling front wheels of the vehicle to rotate according to the expected vehicle front wheel tilt angle and moving the vehicle; and 4, updating the position of the vehicle at the current time, judging whether the vehicle enters a parking space or not,and if the vehicle reaches the parking space, finishing the parking, and otherwise, updating the obstacle information and returning to the step 2 to recalculate the vehicle front wheel tilt angle. According to the vehicle au |
Author | YAN XIAOXIN KONG DECHENG ZHOU KAIJUN SHAO XUANYA WEI YADONG YU LINGLI JIN MINGYUE KUANG ZONGXU |
Author_xml | – fullname: ZHOU KAIJUN – fullname: YAN XIAOXIN – fullname: SHAO XUANYA – fullname: KUANG ZONGXU – fullname: KONG DECHENG – fullname: JIN MINGYUE – fullname: YU LINGLI – fullname: WEI YADONG |
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DocumentTitleAlternate | 种基于DQN的车辆自动泊车方法 |
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Notes | Application Number: CN20181277016 |
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Snippet | The invention discloses a vehicle automatic parking method based on a DQN. The vehicle automatic parking method based on the DQN comprises the following steps... |
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SubjectTerms | CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE ORDIFFERENT FUNCTION CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES COUNTING PERFORMING OPERATIONS PHYSICS ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TOTHE CONTROL OF A PARTICULAR SUB-UNIT TRANSPORTING VEHICLES IN GENERAL |
Title | Vehicle automatic parking method based on DQN |
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