Development of a multi-sensor fusion-based perception sensing system involves integrating data from multiple sensors to enhance environmental awareness, reliability, and accuracy. This advanced system combines complementary sensor technologies, enabling robust object detection, tracking, and situational understanding. It plays a vital role in autonomous systems, improving decision-making and performance in complex environments.