Multi-Criteria Coverage Map Construction Based on Adaptive Triangulation-Induced Interpolation for Cellular Networks

IEEE Access

Yaxi Liu¹  Keping Long¹  Haijun Zhang¹  Wei Huangfu¹ 

[1] Beijing Advanced Innovation Center for Materials Genome Engineering, Beijing Engineering and Technology Research Center for Convergence Networks and Ubiquitous Services, School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China;

关键词: Wireless cellular communication;    coverage map;    triangulation method;    linear interpolation;   

DOI  :  10.1109/ACCESS.2019.2923047

来源: DOAJ

【 摘 要 】

Wireless cellular communications lead to huge demands for estimating and visualizing the data about Quality of Service (QoS) for mobile network operators in the 5th Generation (5G) networks. Constructing a coverage map is an important step to visualize global information about QoS. Inspired by the characteristic of the base station, we present an adaptive triangulation method to divide the region of interest into triangles. Then, we propose a novel area-wise Multi-criteria Triangulation-induced Interpolation (MTI) algorithm which utilizes the linear interpolation to estimate the key performance indicators of the QoS inside a triangle with the known values of its three vertexes, to construct the coverage maps and provide the closed-form solution of the covered region for the multi-criteria problems. We check the accuracy and the efficiency of the MTI algorithm both in 19-cells network scenario and in real big city scenario. The experiment results manifest that the MTI algorithm shows a good performance in constructing the coverage maps and it is significantly lower-cost and higher-efficiency than the traditional point-wise algorithms.

【 授权许可】

Unknown