Telefonaktiebolaget lm ericsson (publ) (20240292236). METHODS AND APPARATUSES FOR PROVISIONING A WIRELESS DEVICE WITH PREDICTION INFORMATION simplified abstract
Contents
METHODS AND APPARATUSES FOR PROVISIONING A WIRELESS DEVICE WITH PREDICTION INFORMATION
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)]]
Andres Reial of Höllviken (SE)
METHODS AND APPARATUSES FOR PROVISIONING A WIRELESS DEVICE WITH PREDICTION INFORMATION - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240292236 titled 'METHODS AND APPARATUSES FOR PROVISIONING A WIRELESS DEVICE WITH PREDICTION INFORMATION
The present disclosure pertains to a method performed by a network node to provide prediction information to a wireless device for predicting radio signal measurements between the device and a base station. The prediction information includes a denoising autoencoder and at least one candidate noising pattern.
- Receiving wireless device capability information from the device
- Obtaining the denoising autoencoder and/or candidate noising pattern based on the capability information
- Transmitting an indication of the prediction information to the wireless device
Key Features and Innovation: - Utilizes denoising autoencoder and candidate noising patterns for predicting radio signal measurements - Tailors prediction information based on wireless device capability - Enhances communication between wireless devices and base stations
Potential Applications: - Improving signal prediction in wireless communication systems - Enhancing network performance and reliability - Optimizing resource allocation in wireless networks
Problems Solved: - Inaccurate radio signal measurement predictions - Inefficient use of network resources - Limited communication reliability between devices and base stations
Benefits: - Enhanced prediction accuracy - Improved network efficiency - Increased communication reliability
Commercial Applications: Predictive maintenance in IoT devices Optimizing network performance in 5G technology Enhancing signal prediction in smart cities
Prior Art: Readers can explore prior research on denoising autoencoders in wireless communication systems and signal prediction technologies.
Frequently Updated Research: Stay updated on advancements in denoising autoencoders for wireless communication systems and signal prediction techniques.
Questions about Wireless Signal Prediction: 1. How does the denoising autoencoder improve signal prediction accuracy? 2. What are the potential challenges in implementing candidate noising patterns for signal prediction?
Original Abstract Submitted
the present disclosure relates to a computer-implemented method (), performed by a first network node, for provisioning a wireless device with prediction information for allowing the wireless device to predict a radio signal measurement between the wireless device and a base station, wherein the prediction information comprises a denoising autoencoder and at least one candidate noising pattern. the method comprises: receiving (), from the wireless device, wireless device capability information: obtaining (), based on the wireless device capability information, the denoising autoencoder and/or the at least one candidate noising pattern for predicting a radio signal measurement; and transmitting () an indication of the prediction information to the wireless device. the present disclosure also relates to a first network node, a wireless device and a computer program.
