The invention is an autonomous dual tracked mobile (10) robot system comprising two or more tracked driving units (12x) configured to travel in tandem and a separate mechanical linkage (16), which joins each of the mobile units to the unit immediately preceding and following it, and enables efficient power transmission between the two driving units. Each of the mechanical linkages comprises one connecting bar (14) and three revolute joints (18y) located on each of the adjacent units and a connecting beam that connects the connecting bar on one of the units with the connecting bar on the adjacent unit.