Traffic Patterned-Based Modem Function Adjustment Method and System Capable of Optimizing Network Strategy

A traffic patterned-based modem function adjustment system comprising:

• a feature extraction unit;
• a traffic pattern prediction unit linked to the feature extraction unit;
• a modem action unit linked to the traffic pattern prediction unit;
• and
• a closed-loop feedback unit linked to the modem action unit and the traffic pattern prediction unit;
• wherein after at least one traffic pattern is received by the feature extraction unit, the feature extraction unit converts the at least one traffic pattern into feature metrics, the traffic pattern prediction unit identifies the at least one traffic pattern according to the feature metrics for detecting a traffic mode, the traffic pattern prediction unit generates at least one predicted pattern and assisted information of the at least one traffic pattern, the modem action unit adjusts at least one modem function according to the traffic mode and the assisted information, and the closed-loop feedback unit monitors operations of the at least one modem function, feedbacks a response to the traffic pattern prediction unit;
• and
• wherein the feature extraction unit, the traffic pattern prediction unit, a part of the modem action unit, and the closed-loop feedback unit form a user device, the at least one traffic pattern comprises packet transmission characteristics, a radio signal status, and/or codec information of a network communicating with the user device.