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Radio-network self-optimization based on data from radio network and spatiotemporal sensors

A radio and sensor technology, used in wireless communications, data exchange networks, electrical components, etc., to solve problems such as high reliability and low latency

Pending Publication Date: 2021-07-23
NOKIA TECHNOLOGLES OY
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

For example, ultra-reliable low-latency communications (URLLC) devices may require high reliability and very low latency

Method used

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  • Radio-network self-optimization based on data from radio network and spatiotemporal sensors
  • Radio-network self-optimization based on data from radio network and spatiotemporal sensors
  • Radio-network self-optimization based on data from radio network and spatiotemporal sensors

Examples

Experimental program
Comparison scheme
Effect test

example 1

[0154] Example 1. Figure 26 is a flowchart illustrating the operation of the system according to example embodiments. Operation 2610 includes receiving sensor data samples from one or more sensors. Operation 2620 includes receiving a radio network information data sample associated with a radio network. Operation 2630 includes determining one or more associated sensor and radio network information data samples based on an association of the received one or more sensor data samples with one or more of the received radio network information data samples The first set of samples. Operation 2640 includes developing a trained model based on at least a portion of the first set of associated sensor and radio network information data samples related to performance of the radio network. Also, operation 2650 includes improving performance of the radio network based at least on the model.

example 2

[0155] Example 2. An example embodiment of the method according to Example 1, improving the performance of the radio network comprising: determining a second set of one or more associated sensor and radio network information data samples; and based on the model and the one or more associated sensor and radio The second set of network information data samples perform or cause another entity to perform one or more radio network actions and / or one or more non-radio network actions to improve performance of the radio network.

example 3

[0156] Example 3. An example embodiment of the method according to example 2, performing or causing another entity to perform comprises: based on the model and the second set of one or more associated sensor and radio network information data samples, performing or causing another entity to perform comprises One or more preemptive actions of one or more radio network actions and / or one or more preemptive non-radio network actions, wherein the preemptive actions include model-based and one or more associated sensor and radio network information data samples The second set is estimated as actions that at least reduce performance degradation of the radio network.

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Abstract

A technique includes the steps of: receiving, from one or more sensors, sensor data samples; receiving radio network information data samples associated with a radio network; determining, based on an association of one or more received sensor data samples with one or more of the received radio network information data samples, a first set of one or more associated sensor and radio network information data samples; developing a model that is trained based on at least a portion of the first set the associated sensor and radio network information data samples that are relevant to performance of the radio network; and improving performance of the radio network based on at least the model.

Description

technical field [0001] This manual deals with wireless communications. Background technique [0002] A communication system may be a facility that enables communication between two or more nodes or devices, such as fixed or mobile communication devices. Signals may be carried on wired or wireless carriers. [0003] One example of a cellular communication system is the architecture standardized by the 3rd Generation Partnership Project (3GPP). The latest development in this field is commonly referred to as the Long Term Evolution (LTE) of the Universal Mobile Telecommunications System (UMTS) radio access technology. E-UTRA (Evolved UMTS Terrestrial Radio Access) is the air interface of 3GPP's Long Term Evolution (LTE) upgrade path for mobile networks. In LTE, a base station or access point (AP), called an enhanced node AP (eNB), provides wireless access within a coverage area, or cell. In LTE, a mobile device or station is called User Equipment (UE). LTE includes many im...

Claims

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Application Information

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IPC IPC(8): H04L12/24H04L12/26
CPCH04L41/16H04L43/022H04B17/15H04B17/29H04W24/10
Inventor T·M·维加莱恩L·I·屈鲁J·M·J·莫伊拉南M·J·洪卡拉
Owner NOKIA TECHNOLOGLES OY