© 2015 IEEE. This paper presents a model for optimizing the cellular communications infrastructure given its coexistence with advanced metering infrastructure (AMI) using a Cognitive Virtual Network Operator (CVNO). The aim is to ensure the optimal functioning of the primary network operator to use the same spectrum of cell phone for smart metering of electricity. This work aims to conduct an analysis of the existing infrastructure of cellular base stations, and the implementation of new fixed interconnections within next action. So the model will identify the most suitable for the implementation of the intelligent power measurement without affecting the cellular network areas.