Communication method based on neural network data packet compression, communication device, and computer program product

Abstract

This invention proposes a communication method, communication device, and computer program product based on neural network-based data packet compression. The communication method includes the following steps: in the communication device: (a) generating first compressed data using a first neural network module based on current data packets and previous data packets; and (b) performing integrity verification on the first compressed data based on the current data packets and previous data packets to send output data. Step (b) includes: generating decompressed data of the first compressed data using a second neural network module based on the first compressed data and previous data packets; and determining output data based on the first compressed data, the current data packets, and the integrity verification result, and sending the output data to another communication device, wherein the integrity verification result is generated based on integrity verification performed on the decompressed data and the current data packets.

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