4G LTE Network Coverage Optimization Using Metaheuristic Approach

نویسندگان

چکیده

The main focus of this paper is to optimize the coverage each 4G LTE network cell within service area. There are many algorithms can be implemented determine optimal area including deterministic and heuristic approaches. approach could solve accurately optimization problem but need more resources time consuming convergence parameters. Therefore, approaches were introduced improve drawback. methods used Differential Evolution Algorithm (DEA) Adaptive Mutation Genetic (AMGA), which categorized as metaheuristic approach. DEA AMGA have been widely combinatorial problems, for solving optimizations. In optimization, strongly related 2 objectives, reducing black spot decreasing overlapping areas. Coverage overlap a condition when some sites in an overlap. It implies occurrence hand off inefficient management. This research aims obtain reduce areas based on effective e-Node B arrangements by using algorithms. simulations results showed that algorithm’s effectiveness was 23,4%, Algorithm’s 16,32%.

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ژورنال

عنوان ژورنال: International Journal of Computer Applications Technology and Research

سال: 2021

ISSN: ['2319-8656']

DOI: https://doi.org/10.7753/ijcatr1001.1003