- Patent Title: Mobility robustness optimization in wireless communication network
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Application No.: US18404080Application Date: 2024-01-04
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Publication No.: US12063529B2Publication Date: 2024-08-13
- Inventor: Abhilash Acharya , Ghanender Pahuja
- Applicant: Nokia Solutions and Networks Oy
- Applicant Address: FI Espoo
- Assignee: Nokia Solutions and Networks Oy
- Current Assignee: Nokia Solutions and Networks Oy
- Current Assignee Address: US FL Espoo
- Agency: Lippes Mathias LLP
- Priority: FI 235013 2023.01.04
- Main IPC: H04W24/02
- IPC: H04W24/02 ; H04W36/24 ; H04W36/30

Abstract:
A technical solution is proposed, which allows mobility experience to be improved by properly tuning Cell Individual Offset (CIO) and/or Time-To-Trigger (TTT) parameters in a wireless communication network. More specifically, information about a number of Handover (HO) attempts made between a source network node and each of its neighboring network nodes for a predefined period of time and a number of occurrences of each type of HO problems during the HO attempts are collected as a data vector. Then, for each “source network node—neighboring network node” pair, two data sub-vectors are obtained by aggregating the numbers from the data vector at a carrier level and an inter-node level, respectively. After that, the two data sub-vectors are used by an ensemble of two Machine-Learning models to predict whether the TTT and/or CIO parameters need to be changed.
Public/Granted literature
- US20240224078A1 MOBILITY ROBUSTNESS OPTIMIZATION IN WIRELESS COMMUNICATION NETWORK Public/Granted day:2024-07-04
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