Method and system for wireless data transmission
AssigneeGM Global Technology Operations LLC
InventorWenyuan Qi
Life of this patent
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Abstract
A method for wireless data transmission and reconstruction includes receiving data from a vehicle, extracting key frames from the data, and encoding, using an encoder of a variable autoencoder, the key frames of the data into a latent space to generate compressed data. The method also includes transmitting the compressed data from the vehicle to a remote server. The method includes generating, using a decoder of the variable autoencoder, data points from the compressed data, where the data points are representative of the data received from the vehicle.
Claims20
A method for wireless data transmission and reconstruction, comprising:
- receiving data from a vehicle;
- extracting key frames from the data;
- encoding, using an encoder of a variable autoencoder, the key frames of the data into a latent space to generate compressed data;
- transmitting the compressed data from the vehicle to a remote server;
- and
- generating, using a decoder of the variable autoencoder, data points from the compressed data, wherein the data points are representative of the data received from the vehicle.
A tangible, non-transitory, machine-readable medium, comprising machine-readable instructions, that when executed by a processor, cause the processor to:
- receive sensor data collected by a sensor of a vehicle;
- encode, using an encoder of a variable autoencoder, the sensor data into latent space to generate compressed data;
- transmit the compressed data from the vehicle to a remote server;
- and
- generate, using a decoder of the variable autoencoder, data points from the compressed data, wherein the data points are representative of the sensor data collected by the sensor of the vehicle.
A system for wireless data transmission and reconstruction, comprising:
- a remote server in communication with a vehicle, wherein the remote server includes a processor and a tangible, non-transitory, machine-readable medium, and the remote server the processor to is programmed to:
- receive sensor data collected by a sensor of the vehicle;
- encode, using an encoder of a variable autoencoder, the sensor data into latent space to generate compressed data;
- and
- generate, using a decoder of the variable autoencoder, data points from the compressed data, wherein the data points are representative of the sensor data collected by the sensor of the vehicle.
Dependencies are inferred from the claim text.