Autonomous vacuum cleaner robots have been developed to improve the efficiency of automatic floor cleaning. This study focuses on the design and performance analysis of a navigation control system for a vacuum cleaner robot using a zig-zag motion pattern combined with a Proportional Integral Derivative (PID) control system. The objectives of this research are to design a vacuum cleaner robot pr…