Methods, apparatus and machine-readable media relating to channel quality prediction in a wireless network
AssigneeTelefonaktiebolaget LM Ericsson (publ)
InventorsAndrás Rácz, Tamas Borsos, András Veres
Life of this patent
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Abstract
The disclosure provides a method for estimating channel quality in a wireless network. The method comprises: obtaining information relating to a channel quality for a first time period, as measured by a wireless node located in an environment comprising one or more machines having mechanical parts which are movable in a periodic pattern; and providing the information as an input to a predictive model, developed using a machine-learning algorithm, to obtain a predicted channel quality in the environment for a second, subsequent time period.
Claims20
A method for estimating channel quality in a wireless network, the method comprising:
- obtaining information relating to a channel quality for a first time period, as measured by a wireless node located in an environment comprising one or more machines having mechanical parts which are movable in a periodic pattern;
- and
- providing the information relating to the channel quality and information about the periodic pattern as an input to a predictive model, developed using a machine-learning algorithm, to obtain a predicted channel quality in the environment for a second, subsequent time period.
A node for estimating channel quality in a wireless network, the node comprising:
- processing circuitry;
- memory containing instructions executable by the processing circuitry whereby the node is operative to:
- obtain information relating to a channel quality for a first time period, as measured by a wireless node located in an environment comprising one or more machines having mechanical parts which are movable in a periodic pattern;
- and
- provide the information relating to the channel quality and information about the periodic pattern as an input to a predictive model, developed using a machine-learning algorithm, to obtain a predicted channel quality in the environment for a second, subsequent time period.
Dependencies are inferred from the claim text.