aspg-3-2268-1791417257 20261007235417 American Scientific Publishing Group admin@americaspg.com American Scientific Publishing Group Fusion: Practice and Applications FPA 2770-0070 2692-4048 2024 14 1 Luis Albarracin Zambrano Docente de la carrera de Software de la Universidad Regional Autónoma de los Andes (UNIANDES), Ecuador Bolivar Villalta Jadan Docente de la carrera de Software de la Universidad Regional Autónoma de los Andes (UNIANDES), Ecuador This study addresses the burgeoning challenges in autonomous Maritime navigation by employing information fusion methodologies to assess and manage multifaceted risks. The proliferation of autonomous maritime systems has led to a complex interplay among maritime-related, shore-based remote control, environmental, and emergency management factors, necessitating a comprehensive risk evaluation framework. Leveraging a multi-criteria decision-making approach and employing the Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS), this research presents a methodical analysis of the coupling coordination degree among these risk variables. Through a meticulous examination of historical accident data and information fusion techniques, our study reveals dynamic trends in the comprehensive risk evaluation index, showcasing the evolving nature of risks inherent in autonomous Maritime navigation. The predictive insights gleaned from these analyses forecast an initial increase followed by a peak in accidents, underscoring the urgency for proactive risk mitigation strategies. This study's conclusions emphasize the pivotal role of information fusion methodologies in comprehensively assessing, understanding, and managing risks within autonomous Maritime navigation. 2024 158 168 2268 https://creativecommons.org/licenses/by/4.0/ 10.54216/FPA.140114 https://www.americaspg.com/journal/3/article/2268 https://www.americaspg.com/storage/51701363220.pdf