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Optimization method, device and system for intelligent driving

A technology of intelligent driving and optimization method, applied in the field of optimization method, device and system of intelligent driving, which can solve the problems of low recognition accuracy, high delay, high traffic cost, etc., and achieve high recognition accuracy, low delay, low The effect of traffic cost

Active Publication Date: 2018-11-16
CHINA UNITED NETWORK COMM GRP CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

In the process of centralized data processing using existing cloud computing systems, problems such as high latency, high traffic costs, and low recognition accuracy have become increasingly prominent

Method used

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  • Optimization method, device and system for intelligent driving
  • Optimization method, device and system for intelligent driving
  • Optimization method, device and system for intelligent driving

Examples

Experimental program
Comparison scheme
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Embodiment 1

[0046] Such as figure 1 As shown, this embodiment provides an optimization method for intelligent driving. Specifically, the request is an intelligent driving optimization request sent by an intelligent driving terminal as an example for illustration.

[0047] The optimization method of this intelligent driving comprises the following steps:

[0048] S1. Receive the intelligent driving optimization request sent by each intelligent driving terminal, and determine multiple current comprehensive solutions according to the intelligent driving optimization request. Each comprehensive solution includes processing information corresponding to the intelligent driving optimization request. Among them, different comprehensive solutions The processing information of at least one same intelligent driving optimization request is different.

[0049] The content of the intelligent driving optimization request specifically includes driving communication, driving positioning, route managemen...

Embodiment 2

[0073] Such as figure 2 As shown, this embodiment provides an intelligent driving optimization device, which can process the request sent by the intelligent driving terminal according to the intelligent driving optimization method provided in Embodiment 1. The optimization device for intelligent driving includes: a receiving unit, a history acquisition unit, an analysis unit, an evaluation unit and an optimization unit.

[0074] Wherein, the receiving unit is used to receive the intelligent driving optimization request sent by each intelligent driving terminal, and further determine a plurality of current comprehensive schemes according to the intelligent driving optimization request, each comprehensive scheme includes processing information corresponding to the intelligent driving optimization request, wherein , the processing information of at least one same intelligent driving optimization request in different comprehensive schemes is different; the processing information ...

Embodiment 3

[0082] This embodiment provides an intelligent driving optimization system, including: any one of the intelligent driving optimization devices provided in Embodiment 2, and a plurality of intelligent driving terminals. Wherein, the intelligent driving terminal may send an intelligent driving optimization request to the intelligent driving optimization device.

[0083] Preferably, the intelligent driving optimization system further includes: a network transmission unit, configured to transmit the intelligent driving optimization request sent by the intelligent driving terminal to the intelligent driving optimization device through the network. Specifically, the network transmission unit may include: operator base stations, satellites and other equipment.

[0084] Further, the intelligent driving optimization system further includes: a gateway unit, which may include multiple driving gateways, for ensuring the security of network transmission in the intelligent driving optimizat...

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Abstract

The invention provides an optimization method, device and system for intelligent driving, and belongs to the technical field of intelligent driving. The optimization method comprises the steps of S1,receiving an intelligent driving optimization request, and determining multiple comprehensive schemes; S2, obtaining historical comprehensive schemes; S3, selecting an optimal comprehensive scheme toserve as a current recommended scheme according to a sparse convolution neural network optimization analysis strategy on the basis of each comprehensive scheme and the historical comprehensive schemes; S4, and optimizing each comprehensive scheme at present according to a reward and punishment optimization strategy on the basis of each comprehensive scheme at present and the historical optimization schemes, obtaining each optimized comprehensive scheme, then repeating the steps S3 and S4 for iteration until a first evaluation condition is judged to be met, or outputting the current recommendedscheme when the number of iterations meets a preset threshold.

Description

technical field [0001] The invention belongs to the technical field of intelligent driving, and in particular relates to an optimization method, device and system for intelligent driving. Background technique [0002] With the rapid development of the Internet of Things, the number of smart driving terminal devices has increased rapidly, and the amount of data generated by smart driving terminal devices has reached the Zettabyte (ZB) level. In the process of centralized data processing using existing cloud computing systems, problems such as high latency, high traffic costs, and low recognition accuracy have become increasingly prominent. Contents of the invention [0003] The present invention aims at solving at least one of the technical problems existing in the prior art, and provides an optimization method for intelligent driving that can reduce time delay and traffic cost and improve recognition accuracy. [0004] The technical solution adopted to solve the technical...

Claims

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Application Information

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IPC IPC(8): G06Q10/04G06N3/04B60W40/00
CPCG06Q10/04B60W40/00G06N3/045
Inventor 王智明徐雷毋涛
Owner CHINA UNITED NETWORK COMM GRP CO LTD
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