I. Introduction
Multi-object tracking (MOT) provides information about the surrounding objects, allowing autonomous vehicles (AVs) to avoid collisions with other cars by making proper navigation decisions. AVs rely on sensors such as cameras and LiDAR to obtain sufficient information for object tracking. We categorize the recent research work into two groups: the first group uses mono-sensor, and the other group employs multi-sensors to collect information for MOT.