17874081. METHOD AND NETWORK APPARATUS FOR PROVISIONING MOBILITY MANAGEMENT DURING CONGESTION IN A WIRELESS NETWORK simplified abstract (Samsung Electronics Co., Ltd.)
METHOD AND NETWORK APPARATUS FOR PROVISIONING MOBILITY MANAGEMENT DURING CONGESTION IN A WIRELESS NETWORK
Organization Name
Inventor(s)
Satya Kumar Vankayala of Mandal Guntur (IN)
Ashvin Kaithara Joseph of Bangalore (IN)
METHOD AND NETWORK APPARATUS FOR PROVISIONING MOBILITY MANAGEMENT DURING CONGESTION IN A WIRELESS NETWORK - A simplified explanation of the abstract
This abstract first appeared for US patent application 17874081 titled 'METHOD AND NETWORK APPARATUS FOR PROVISIONING MOBILITY MANAGEMENT DURING CONGESTION IN A WIRELESS NETWORK
Simplified Explanation
The disclosed patent application describes a method for managing mobility during congestion in a wireless network. Here are the key points:
- The method involves detecting multiple parameters of a current cell associated with at least one User Equipment (UE) in the wireless network.
- By applying machine learning models to these parameters, the method predicts the congestion condition of the uplink radio resource in the current cell.
- Based on the predicted congestion condition, the method performs a mobility operation, moving the UE from the current cell to one or more target cells in the wireless network.
Potential applications of this technology:
- Improved network performance: By dynamically managing mobility during congestion, the method can help optimize the utilization of radio resources and reduce network congestion, leading to improved overall network performance.
- Enhanced user experience: By proactively moving UEs to less congested cells, the method can provide users with better connectivity and higher data rates, resulting in an enhanced user experience.
Problems solved by this technology:
- Congestion management: The method addresses the problem of congestion in wireless networks by predicting congestion conditions and performing mobility operations to alleviate congestion.
- Resource optimization: By intelligently managing mobility, the method helps optimize the utilization of radio resources, ensuring efficient resource allocation and reducing wastage.
Benefits of this technology:
- Improved network efficiency: By predicting and managing congestion, the method improves the efficiency of the wireless network, allowing for better utilization of resources and improved overall performance.
- Enhanced user satisfaction: By providing better connectivity and higher data rates, the method enhances the user experience, leading to increased user satisfaction and loyalty.
Original Abstract Submitted
Embodiments of the disclosure provide a method for provisioning mobility management during congestion in a wireless network by a network apparatus. The method includes: detecting a plurality of parameters of a current cell associated with at least one User Equipment (UE) in the wireless network; predicting an uplink (UL) congestion condition with an uplink radio resource of the current cell by applying at least one machine learning model to the plurality of parameters of the current cell; performing a mobility of the at least one UE from the current cell to at least one target cell in the wireless network based on the predicted UL congestion condition with the uplink radio resource of the current cell associated with the at least one UE.
