The thesis project will focus on the analysis of various locomotion systems employed in planetary exploration rovers, comparing currently available active and passive solutions. The objective is to identify, through a decision analysis, the most suitable configuration for developing an exploration rover prototype. The study will be conducted through multibody dynamic simulations, within different hypothetical mission scenarios.