RF communication device using artificial intelligence (AI) model and associated methods
AssigneeHarris Global Communications, Inc.
InventorRichard J. Buckley
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Abstract
A radio frequency (RF) communication device includes an RF spectral sensor that senses a dynamically changing RF spectral environment, and RF circuitry having at least one settable parameter. A controller dynamically sets the at least one settable parameter thereby affecting power consumption and RF communication performance by using an artificial intelligence (AI) model based upon the power consumption and the RF communication performance in the dynamically changing RE spectral environment.
Claims27
A radio frequency (RF) communication device comprising:
- an RF spectral sensor configured to sense a dynamically changing RF spectral environment;
- RF circuitry having at least one settable parameter;
- and
- a controller cooperating with the RF spectral sensor and RF circuitry to
- sample the RF spectral sensor,
- determine, based upon the sampling, a current spectral environment classification of an artificial intelligence (AI) model from among a plurality of spectral environment classifications of the AI model, each spectral environment classification of the AI model including at least one respective setting for the at least one settable parameter of the RF circuitry based upon power consumption and RF communication performance of the RF circuitry, and
- operate the RF circuitry using the at least one respective setting for the at least one settable parameter of the RF circuitry according to the current spectral environment classification of the AI model.
A radio frequency (RF) communication device comprising:
- a portable housing;
- an RF spectral sensor carried by the portable housing and configured to sense a dynamically changing RF spectral environment;
- RF circuitry carried by the portable housing and having at least one settable parameter;
- a power supply carried by the portable housing and coupled to the RF spectral sensor and RF circuitry;
- and
- a controller carried by the portable housing and cooperating with the RF spectral sensor, RF circuitry and power supply to
- periodically sample the RF spectral sensor,
- determine, based upon the periodic sampling, a current spectral environment classification of an artificial intelligence (AI) model from among a plurality of spectral environment classifications of the AI model, each spectral environment classification of the AI model including at least one respective setting for the at least one settable parameter of the RF circuitry based upon power consumption and RF communication performance of the RF circuitry,
- operate the RF circuitry using the at least one respective setting for the at least one settable parameter of the RF circuitry according to the current spectral environment classification of the AI model, and
- store and update training data for the AI model.
A method of operating a radio frequency (RF) communication device comprising:
- sensing a dynamically changing RF spectral environment with an RF spectral sensor;
- and
- operating a controller that cooperates with RF circuitry and with the RF spectral sensor to
- sample the RF spectral sensor,
- determine, based upon the sampling, a current spectral environment classification of an artificial intelligence (AI) model from among a plurality of spectral environment classifications of the AI model, each spectral environment classification of the AI model including at least one respective setting for the at least one settable parameter of the RF circuitry based upon power consumption and RF communication performance of the RF circuitry, and
- operate the RF circuitry using the at least one respective setting for the at least one settable parameter of the RF circuitry according to the current spectral environment classification of the AI model.
Dependencies are inferred from the claim text.