Carrier frequency optimization of several cells based on enhanced DBSCAN algorithm
Liu Qian · Computer Engineering and Applications Journal · 2014
In order to take full advantage of the wireless network resources and improve the quality of municipal wireless networks, this paper makes full use of DBSCAN(Density Based Spatial Clustering of Applications with Noise)algorithm and proposes a traffic abnormal cells detection method. Some statistical analysis of the existing network traffic data has been done to identify the relationship between carrier configuration and the best traffic. This article optimizes the cell's carrier configuration, which has unusual traffics and high congestion rates. It also has guiding meaning for city cell wireless network optimization.