I. Introduction  
II. System Architectures  
III. Roadside Sensors  
IV. General Perception Methodology  
V. Infrastructure-Based Object Detection and Tracking Approaches  
VI. Datasets and Simulators  
VII. Discussion  
VIII. Conclusions