This paper investigates local antimagic labeling in graphs, emphasizing its use to optimize frequency allocation in mobile networks. The approach provides towers with distinct labels depending on their connections, reducing interference and increasing communication dependability. A systematic, algorithmic strategy is proposed for resolving connection challenges while ensuring adequate frequency consumption. The method improves overall network performance by making mobile networks more reliable and lowering data transmission mistakes. © 2025 Elsevier B.V., All rights reserved.