View source for 18495642. DYNAMIC ADAPTATION OF AUTOMOTIVE AI PROCESSING POWER AND ACTIVE SENSOR DATA simplified abstract (Micron Technology, Inc.)

=DYNAMIC ADAPTATION OF AUTOMOTIVE AI PROCESSING POWER AND ACTIVE SENSOR DATA=


==Organization Name==

[[:Category:Micron Technology, Inc.|Micron Technology, Inc.]]


[[Category:Micron Technology, Inc.]]

==Inventor(s)==

[[:Category:Gil Golov of Backnang (DE)|Gil Golov of Backnang (DE)]][[Category:Gil Golov of Backnang (DE)]]

==DYNAMIC ADAPTATION OF AUTOMOTIVE AI PROCESSING POWER AND ACTIVE SENSOR DATA - A simplified explanation of the abstract==


This abstract first appeared for US patent application 18495642 titled 'DYNAMIC ADAPTATION OF AUTOMOTIVE AI PROCESSING POWER AND ACTIVE SENSOR DATA

==Simplified Explanation==

The patent application relates to dynamically adjusting sensing and processing resources of a vehicle based on the context of operation, such as weather, lighting, and traffic. The controller of the vehicle evaluates sensor data to determine the context of operation and adjusts the operation of sensing or processing devices in real-time to optimize power consumption.

* Sensor data is collected by sensing devices of the vehicle.
* The controller uses the sensor data to control one or more functions of the vehicle.
* The controller evaluates the sensor data to determine the context of operation for the vehicle.
* Based on the context of operation, the controller adjusts the operation of sensing or processing devices in real-time.
* The adjustment helps reduce power consumption by the vehicle.

== Potential Applications ==
This technology could be applied in autonomous vehicles, smart transportation systems, and vehicle safety systems.

== Problems Solved ==
This technology solves the problem of inefficient power consumption in vehicles by dynamically adjusting sensing and processing resources based on the context of operation.

== Benefits ==
The benefits of this technology include improved energy efficiency, enhanced vehicle performance, and increased safety on the road.

== Potential Commercial Applications ==
Potential commercial applications of this technology include automotive industry, transportation companies, and smart city initiatives.

== Possible Prior Art ==
One possible prior art could be adaptive cruise control systems that adjust vehicle speed based on traffic conditions.

== Unanswered Questions ==

=== How does the technology handle unexpected changes in the context of operation? ===
The patent application does not specify how the system adapts to sudden changes in the environment or traffic conditions.

=== What is the impact of the adjustment on the overall performance of the vehicle? ===
The article does not mention the potential trade-offs or effects on the vehicle's performance when adjusting sensing and processing resources.


==Original Abstract Submitted==

Systems, methods, and apparatus related to dynamically adjusting sensing and/or processing resources of a vehicle. In one approach, sensor data is collected by sensing devices of the vehicle. A controller of the vehicle uses the sensor data to control one or more functions of the vehicle. The controller evaluates the sensor data to determine a context of operation (e.g., weather, lighting, and/or traffic) for the vehicle. Based on the context of operation, the controller adjusts the operation of one or more of the sensing or processing devices in real-time during operation of the vehicle. In one example, the adjustment reduces power consumption by the vehicle.



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