US Patent Application 18032370. ACTIVATING INTELLIGENT WIRELESS COMMUNCIATION DEVICE REPORTING IN A WIRELESS NETWORK simplified abstract
ACTIVATING INTELLIGENT WIRELESS COMMUNCIATION DEVICE REPORTING IN A WIRELESS NETWORK
Organization Name
Telefonaktiebolaget LM Ericsson (publ)
Inventor(s)
[[:Category:Henrik Ryd�n of Stockholm (SE)|Henrik Ryd�n of Stockholm (SE)]][[Category:Henrik Ryd�n of Stockholm (SE)]]
Angelo Centonza of Granada (ES)
Pradeepa Ramachandra of Linköping (SE)
ACTIVATING INTELLIGENT WIRELESS COMMUNCIATION DEVICE REPORTING IN A WIRELESS NETWORK - A simplified explanation of the abstract
This abstract first appeared for US patent application 18032370 titled 'ACTIVATING INTELLIGENT WIRELESS COMMUNCIATION DEVICE REPORTING IN A WIRELESS NETWORK
Simplified Explanation
- The patent application describes systems and methods for activating intelligent wireless communication device reporting in a wireless network. - The method involves sending information from the wireless communication device to a network node, indicating the device's capabilities for reporting predicted values using machine learning. - The wireless communication device receives a request from the network node, which can be a request to start reporting predicted values, a request to start training a machine learning model, or both. - In response to the request, the wireless communication device performs one or more actions. - The innovation aims to optimize wireless networks through machine-learned optimization techniques. - The wireless communication device utilizes its machine learning capabilities to predict values and report them to the network node. - The network node can then use these predicted values for various purposes, such as network optimization or decision-making. - The method allows for dynamic activation of reporting and training based on the network node's request. - This patent application introduces a novel approach to improving wireless network performance using intelligent wireless communication devices.
Original Abstract Submitted
Systems and methods for activating intelligent wireless communication device reporting in a wireless network are disclosed. Embodiments of a method performed by a wireless communication device for machine-learned optimization of wireless networks is proposed. In one embodiment, the method includes sending, to a network node, information that indicates one or more capabilities of the wireless communication device for reporting of predicted values that are predicted by the wireless communication device using one or more machine learning capabilities of the wireless communication device. The method further includes receiving, from the network node, a request. The request includes (a) a request to start reporting predicted values, (b) a request to start training a machine learning model for generating predicted values, or (c) both (a) and (b). The method further includes performing one or more actions in response to receiving the request.
