A Fuzzy Realistic Mobility Model For Ad hoc Networks

TL;DR

This paper introduces a fuzzy realistic mobility model for ad hoc networks that adapts to environmental conditions, providing more accurate simulations and potentially improving protocol performance.

Contribution

It presents a novel fuzzy mobility model that is more adaptable and realistic than existing models, enhancing simulation accuracy for ad hoc networks.

Findings

Fuzzy mobility models improve simulation realism.

Considering imprecise node movement benefits network parameters.

Closer-to-reality models positively impact protocol implementation.

Abstract

Realistic mobility models can demonstrate more precise evaluation results because their parameters are closer to the reality. In this paper a realistic Fuzzy Mobility Model has been proposed. This model has rules which is changeable depending on nodes and environment conditions. This model is more complete and precise than the other mobility models and this is the advantage of this model. After simulation, it was found out that not only considering nodes movement as being imprecise (fuzzy) has a positive effects on most of ad hoc network parameters, but also, more importantly as they are closer to the real world condition, they can have a more positive effect on the implementation of ad hoc network protocols.