Optimizing Call Drops in Cellular Network using Artificial Intelligence based Handover Schema

Abstract: The heavy traffic load at peak time cause frequent congestion and call dropping in wireless cellular network which demands an intelligent way of handover management schemes for various calls in load balancing and resource sharing. The cellular network service provider currently facing certain obstacle in load balancing and resource sharing for mobile users. So for various call handover management schema that have been proposed for load balancing and sharing scheme are not efficient to minimizing the call drop in cellular communication. In this paper, we proposed an intelligent schema for load balancing and sharing in handover. The simulation results shows that the proposed scheme would able achieve satisfactory level in call drop optimization through handover management that concerning load balancing and sharing under heavy peak traffic load.

Keywords: Cellular network, call drop, call block, handoff, fuzzy logic, neuro-fuzzy logic.