The document presents a novel framework for navigation that utilizes an enhanced fuzzy approach combined with a sliding mode controller, aimed at improving the reliability of navigational services in vehicles. This framework addresses the limitations of existing navigational systems, particularly the challenges posed by error-prone data from GPS and inertial navigation systems (INS). The proposed design offers optimized performance characterized by lower error rates and enhanced speed, demonstrating its potential superior reliability over traditional systems.