CAVH LLC (20240378992). CLOUD-BASED MODEL DEPLOYMENT AND CONTROL SYSTEM (CMDCS) FOR PROVIDING AUTOMATED DRIVING SERVICES simplified abstract

CLOUD-BASED MODEL DEPLOYMENT AND CONTROL SYSTEM (CMDCS) FOR PROVIDING AUTOMATED DRIVING SERVICES

Organization Name

CAVH LLC

Inventor(s)

Bin Ran of Fitchburg WI (US)

Can Wang of Madison WI (US)

Kaijie Luo of Madison WI (US)

Qiao Yang of Madison WI (US)

Yuan Zheng of Madison WI (US)

Jing Jin of Basking Ridge NJ (US)

Tianyi Chen of Madison WI (US)

Xiaowen Jiang of Madison WI (US)

Tianya Zhang of Madison WI (US)

Zhenxing Yao of Madison WI (US)

CLOUD-BASED MODEL DEPLOYMENT AND CONTROL SYSTEM (CMDCS) FOR PROVIDING AUTOMATED DRIVING SERVICES - A simplified explanation of the abstract

This abstract first appeared for US patent application 20240378992 titled 'CLOUD-BASED MODEL DEPLOYMENT AND CONTROL SYSTEM (CMDCS) FOR PROVIDING AUTOMATED DRIVING SERVICES

Simplified Explanation

The invention is a cloud-based model deployment and control system for automated driving services. It collects data from vehicles, roads, and the cloud to deploy AI models for sensing, prediction, planning, and control services.

• Cloud-based model deployment and control system for automated driving services
• Collects detectable and undetectable data from vehicles, roads, and the cloud
• Deploys AI models for sensing, prediction, planning, and control services
• Trains and optimizes AI models to provide operating parameters for vehicles
• Generates detailed time-sensitive vehicle-specific control instructions

Potential Applications

This technology can be applied in the automotive industry for autonomous driving systems, transportation services, and smart city initiatives.

Problems Solved

The system addresses the need for efficient and effective control of vehicles in automated driving scenarios by utilizing AI models and data collected from various sources.

Benefits

The benefits of this technology include improved safety, enhanced efficiency, and optimized control of vehicles in automated driving environments.

Commercial Applications

"Cloud-Based Model Deployment and Control System for Automated Driving Services" can be utilized by automotive manufacturers, transportation companies, and smart city developers to enhance their offerings and services in the field of autonomous driving.

Questions about Cloud-Based Model Deployment and Control System for Automated Driving Services

How does the system collect and process data for automated driving services?

The system collects detectable and undetectable data from vehicles, roads, and the cloud, then deploys AI models for various driving services.

What are the potential applications of this technology beyond automated driving services?

The technology can also be applied in transportation services, smart city initiatives, and other industries that require efficient control systems.

Original Abstract Submitted

the invention presents a cloud-based model deployment and control system (cmdcs) for providing automated driving services. the cmdcs comprises a cloud-based platform, an onboard unit (obu), and a vehicle-to-system component. the cloud-based platform comprises a localization-enhancement subsystem and a cloud computing module. the cmdcs is configured to collect detectable data and undetectable data from vehicles, road, and cloud. then, the cmdcs deploys a set of end-to-end ai models and methods for automated driving services, comprising sensing, prediction, planning, and control services. the ai models and methods are trained and optimized to process collected data for providing operating parameters for vehicles. then, the vehicles can be effectively and efficiently controlled and operated by the cmdcs. in addition, the cmdcs is configured to generate and provide detailed time-sensitive vehicle specific control instructions.