18316028. ELECTRONIC DEVICE FOR PREDICTING CHANNEL IN MIMO COMMUNICATION SYSTEM AND METHOD OF PREDICTING THE SAME simplified abstract (SAMSUNG ELECTRONICS CO., LTD.)
Contents
- 1 ELECTRONIC DEVICE FOR PREDICTING CHANNEL IN MIMO COMMUNICATION SYSTEM AND METHOD OF PREDICTING THE SAME
- 1.1 Organization Name
- 1.2 Inventor(s)
- 1.3 ELECTRONIC DEVICE FOR PREDICTING CHANNEL IN MIMO COMMUNICATION SYSTEM AND METHOD OF PREDICTING THE SAME - A simplified explanation of the abstract
- 1.4 Simplified Explanation
- 1.5 Potential Applications
- 1.6 Problems Solved
- 1.7 Benefits
- 1.8 Original Abstract Submitted
ELECTRONIC DEVICE FOR PREDICTING CHANNEL IN MIMO COMMUNICATION SYSTEM AND METHOD OF PREDICTING THE SAME
Organization Name
Inventor(s)
ELECTRONIC DEVICE FOR PREDICTING CHANNEL IN MIMO COMMUNICATION SYSTEM AND METHOD OF PREDICTING THE SAME - A simplified explanation of the abstract
This abstract first appeared for US patent application 18316028 titled 'ELECTRONIC DEVICE FOR PREDICTING CHANNEL IN MIMO COMMUNICATION SYSTEM AND METHOD OF PREDICTING THE SAME
Simplified Explanation
An electronic device is described in this patent application. The device includes processing circuitry that is designed to acquire training data related to multiple antennas. The training data consists of a label and features. The label includes a first channel value for a specific time slot, while the features include several second channel values for multiple time slots before the first time slot. The device then uses this training data to train a channel prediction model, which results in a trained channel prediction model. Finally, the device obtains a channel prediction value for a prediction time based on the trained channel prediction model.
- The device acquires training data for multiple antennas.
- The training data includes a label with a first channel value for a specific time slot.
- The training data also includes features with multiple second channel values for preceding time slots.
- The device trains a channel prediction model using the training data.
- The trained channel prediction model is obtained.
- The device obtains a channel prediction value for a prediction time using the trained model.
Potential Applications
- Wireless communication systems
- Antenna array systems
- Signal processing technologies
Problems Solved
- Improving channel prediction accuracy
- Enhancing wireless communication performance
- Optimizing antenna array systems
Benefits
- More accurate channel predictions
- Improved wireless communication reliability
- Enhanced performance of antenna array systems
Original Abstract Submitted
An electronic device which includes processing circuitry configured to acquire training data corresponding to multiple antennas, the training data having a label and features, the label including a first channel value for a first time slot, and the features including a plurality of second channel values for a plurality of time slots before the first time slot, train a channel prediction model based on the training data to obtain a trained channel prediction model, and obtain a channel prediction value for a prediction time based on the trained channel prediction model.
