Method and device for analyzing performance degradation of cell in wireless communication system
The present disclosure relates to a 5G or pre-5G communication system to be provided to support a higher data transfer rate beyond a 4G communication system such as LTE. The present invention relates to a method and device which detects performance degradation of a cell in relation to wireless communication and analyzes the degraded performance. More specifically, an analysis device for analyzing performance degradation of a cell in a wireless communication system according to an embodiment of the present invention comprises: a data retrieval unit for acquiring, from a cell, first data measured through wireless communication of the cell, a compression/decompression unit for acquiring second data by applying the first data to a particular model in which reference data related to an indicator for the performance of wireless communication is set, and a performance degradation determination unit for determining whether the performance of the cell is degraded, based on third data derived from the difference between the first data and the second data, wherein the compression/decompression unit acquires the second data by compressing and decompressing the first data according to the reference data.
1. A device for analyzing performance degradation of a cell in a wireless communication system, the device comprising:
a data retrieval unit configured to acquire, from a cell, first data measured through wireless communication of the cell;
a compression and decompression unit configured to acquire second data by applying the first data to a specific model in which reference data related to a performance indicator of the wireless communication system is set; and
a performance degradation determination unit configured to determine whether a performance of the cell is degraded based on third data derived from a difference between the first data and the second data,
wherein the second data is acquired by the compression and decompression unit by compressing and decompressing the first data based on the reference data.
2. The device of claim 1 , wherein the performance degradation determination unit is further configured to:
compare the third data with a predetermined threshold; and
determine the performance of the cell being degraded, in case that the third data is greater than the predetermined threshold.
3. The device of claim 1 , further comprising:
a model controller configured to:
control the data retrieval unit to generate the reference data by integrating reference values of a plurality of performance indicators for the wireless communication system, and
set a result of compression and decompression of the reference data performed by the compression and decompression unit in the specific model.
4. The device of claim 3 , wherein the model controller is further configured to set a plurality of groups corresponding to a plurality of features respectively, based on a reference value of each of the plurality of the performance indicators, the plurality of the features being related to the performance of the cell.
5. The device of claim 4 , further comprising:
a feature determination unit configured to detect a feature related to a degraded performance of the cell among the plurality of the features by using the third data.
6. The device of claim 5 , wherein the feature determination unit includes:
a plurality of detectors corresponding to the set plurality of the groups respectively; and
a feature determinator configured to determine the feature related to the degraded performance of the cell based on result values outputted from the plurality of the detectors.
7. The device of claim 6 , wherein the feature determinator is further configured to determine the feature related to the degraded performance of the cell by applying a predetermined weight to each of the result values outputted from the plurality of detectors.
8. A method of a device for analyzing performance degradation of a cell in a wireless communication system, the method comprising:
acquiring, from a cell, first data measured through wireless communication of the cell;
acquiring second data by applying the first data to a specific model in which reference data related to a performance indicator of wireless communication is set; and
determining whether a performance of the cell is degraded based on third data derived from a difference between the first data and the second data,
wherein the second data is acquired by compressing and decompressing the first data based on the reference data.
9. The method of claim 8 , wherein the determining of whether the performance of the cell is degraded includes:
comparing the third data with a predetermined threshold; and
determining the performance of the cell being degraded, in case that the third data is greater than the predetermined threshold.
10. The method of claim 8 , further comprising:
generating the reference data by integrating reference values of a plurality of performance indicators for the wireless communication; and
setting a result of compression and decompression of the reference data performed by the compression and decompression unit in the specific model.
11. The method of claim 10 , further comprising:
setting a plurality of groups corresponding to a plurality of features respectively based on a reference value of each of the plurality of the performance indicators, the plurality of the features being related to the performance of the cell.
12. The method of claim 11 , further comprising:
detecting a feature related to the degraded performance of the cell among the plurality of the features by using the third data, in case that the performance of the cell is determined to be degraded.
13. The method of claim 12 , wherein the detecting of the feature related to the degraded performance of the cell includes:
inputting the third data to a plurality of detectors corresponding to the plurality of groups respectively; and
determining the feature related to the degraded performance of the cell based on result values outputted from the plurality of the detectors.
14. The method of claim 13 , further including:
determining the feature related to the degraded performance of the cell by applying a predetermined weight to each of the result values outputted from the plurality of the detectors.