Telefonaktiebolaget lm ericsson (publ) (20240313839). CLASSIFICATION OF CSI COMPRESSION QUALITY simplified abstract
Contents
CLASSIFICATION OF CSI COMPRESSION QUALITY
Organization Name
telefonaktiebolaget lm ericsson (publ)
Inventor(s)
Rakesh Ranjan of Järfälla (SE)
CLASSIFICATION OF CSI COMPRESSION QUALITY - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240313839 titled 'CLASSIFICATION OF CSI COMPRESSION QUALITY
The abstract describes a method, user equipment (UE), a network node, and a computer program product for classifying Channel State Information (CSI) compression quality in a wireless communication network.
- The method is performed in a UE in the wireless communication network.
- It involves obtaining CSI associated with one or more radio channels.
- The CSI is then compressed into an encoded format representing a compressed CSI.
- A classifier is used to classify the CSI compression quality related to the reconstruction of the radio channels from the compressed CSI.
- The classification is based on the predicted performance loss associated with the reconstruction.
Potential Applications: - Enhancing the efficiency of wireless communication networks. - Improving the quality of compressed CSI transmission. - Optimizing network performance and resource allocation.
Problems Solved: - Addressing issues related to CSI compression quality. - Enhancing the accuracy of reconstructing radio channels from compressed CSI. - Improving overall network performance and reliability.
Benefits: - Increased efficiency in wireless communication networks. - Enhanced quality of service for users. - Better utilization of network resources.
Commercial Applications: Title: "Enhancing Wireless Network Performance through CSI Compression Quality Classification" This technology could be utilized by telecommunications companies, network equipment manufacturers, and software developers to improve the performance and reliability of wireless communication networks. It can also benefit industries that rely heavily on wireless communication, such as IoT, autonomous vehicles, and smart cities.
Questions about the technology: 1. How does the classification of CSI compression quality impact the overall performance of a wireless communication network? 2. What are the potential implications of using this technology in 5G networks?
Frequently Updated Research: Researchers are continually exploring ways to enhance the efficiency and reliability of wireless communication networks through advancements in CSI compression and reconstruction techniques. Stay updated on the latest developments in this field to leverage the benefits of this technology effectively.
Original Abstract Submitted
a method, a user equipment, ue, a network node, and a computer program product for classifying channel state information, csi, compression quality in a wireless communication network are provided. the method is performed in a ue in the wireless communication network. the method includes obtaining csi associated with one or more radio channels. further, the method includes compressing the csi into an encoded format representing a compressed csi. the method further includes classifying a csi compression quality related to reconstruction of the one or more radio channels of the compressed csi using a classifier predicting a resulting performance loss associated with the reconstruction of the one or more radio channels. the classification of the csi compression quality is based on a level of predicted performance loss.
