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US 11,902,055 B2Granted
Classes of NN parameters for channel estimation
AssigneeNokia Technologies Oy
InventorsYejian Chen, Stefan Wesemann, Thorsten Wild, Jafar Mohammadi
Life of this patent
Estimating the term…
Abstract
It is provided a method, comprising identifying a value of an onsite channel characteristic of a receive channel; requesting a neural network parameter, wherein the request comprises an indication of the onsite channel characteristic; monitoring if the neural network parameter is received in response to the request; estimating the receive channel by a neural network using the neural network parameter if the neural network parameter is received.
Claims20
An apparatus, comprising:
- at least one processor;
- and
- at least one memory including computer program code, wherein the at least one memory and the computer program code are configured, with the at least one processor, to cause the apparatus to:
- identify a value of an onsite channel characteristic of a receive channel;
- request a neural network parameter, wherein the request comprises an indication of the onsite channel characteristic;
- monitor if the neural network parameter is received in response to the request;
- and
- estimate the receive channel by a neural network using the neural network parameter if the neural network parameter is received.
5 more elements
An apparatus, comprising:
- at least one processor;
- and
- at least one memory including computer program code, wherein the at least one memory and the computer program code are configured, with the at least one processor, to cause the apparatus to:
- monitor if a request for a neural network parameter is received, wherein the request comprises an indication of an onsite channel characteristic;
- select the neural network parameter based on the onsite channel characteristic if the request is received;
- and
- provide the neural network parameter in response to the request.
4 more elements
An apparatus, comprising:
- at least one processor;
- and
- at least one memory including computer program code, wherein the at least one memory and the computer program code are configured, with the at least one processor, to cause the apparatus to:
- monitor if a neural network parameter and a noisy pilot signal are received on a receive channel;
- estimate the receive channel from the receiver by a neural network using the neural network parameter, the noisy pilot signal, and a clean pilot signal if the neural network parameter and the noisy pilot signal are received.
2 more elements
Dependencies are inferred from the claim text.