Terminal and base station of wireless communication system, and methods executed by terminal and base station
The present invention provides a terminal and a base station in a wireless communication system, and methods executed by the terminal and the base station. The terminal comprises: a processing unit, configured to perform characteristic domain transformation on a channel matrix to obtain a transformed channel characteristic and compress the transformed channel characteristic to obtain a compressed channel characteristic; and a transmitting unit, configured to transmit the compressed channel characteristic, as feedback information, to the base station.
1. A terminal comprising:
a processor configured to
perform a characteristic domain transformation on a channel matrix to obtain transformed channel characteristics;
compress the transformed channel characteristics to obtain compressed channel characteristics;
a transmitting unit configured to transmit the compressed channel characteristics as feedback information to a base station,
wherein the processor is configured to:
convolve the transformed channel characteristics to obtain convolved transformed channel characteristics, and
compress the convolved transformed channel characteristics to obtain compressed channel characteristics.
2. The terminal according to claim 1 , wherein the processor is configured to perform the characteristic domain transformation on the channel matrix by using a first fully connected network.
3. The terminal according to claim 2 , wherein the transformed channel characteristics and the channel matrix have a same size.
4. The terminal according to claim 2 , wherein a size of the transformed channel characteristics is smaller than a size of the channel matrix.
5. The terminal according to claim 1 , wherein the processor compresses the transformed channel characteristics using a second fully connected network.
6. A base station comprising:
a receiving unit configured to receive feedback information from a terminal, wherein the feedback information is obtained by the terminal through the following operations: performing a characteristic domain transformation on a channel matrix to obtain transformed channel characteristics, convolving the transformed channel characteristics to obtain convolved transformed channel characteristics, compressing the convolved transformed channel characteristics to obtain compressed channel characteristics, and taking the compressed channel characteristics as the feedback information;
a processor configured to:
decompress the feedback information to obtain decompressed feedback information;
perform an inverse characteristic domain transformation on the decompressed feedback information to obtain channel state information feedback.
7. The base station according to claim 6 , wherein the processor is configured to decompress the feedback information by using a third fully connected network to obtain decompressed feedback information.
8. The base station according to claim 6 , wherein before performing the inverse characteristic domain transformation on the decompressed feedback information, the processor is further configured to:
perform a denoising processing on the decompressed feedback information.
9. The base station according to claim 6 , wherein the processor is configured to perform the inverse characteristic domain transformation on the decompressed feedback information by using a fourth fully connected network to obtain channel state information feedback.
10. A method executed by a base station, comprising:
receiving feedback information from a terminal, wherein the feedback information is obtained by the terminal through the following operations: performing a characteristic domain transformation on a channel matrix to obtain transformed channel characteristics, convolving the transformed channel characteristics to obtain convolved transformed channel characteristics, compressing the convolved transformed channel characteristics to obtain compressed channel characteristics, and taking the compressed channel characteristics as the feedback information;
decompressing the feedback information to obtain decompressed feedback information;
performing an inverse characteristic domain transformation on the decompressed feedback information to obtain channel state information feedback.
11. The method according to claim 10 , wherein decompressing the feedback information to obtain decompressed feedback information comprises:
decompressing the feedback information by using a third fully connected network to obtain decompressed feedback information.
12. The method according to claim 10 , further comprising:
before performing the inverse characteristic domain transformation on the decompressed feedback information, performing a denoising processing on the decompressed feedback information.
13. The method according to claim 10 , wherein performing an inverse characteristic domain transformation on the decompressed feedback information to obtain channel state information feedback comprises:
performing the inverse characteristic domain transformation on the decompressed feedback information by using a fourth fully connected network to obtain channel state information feedback.