Building a collision avoidance system that can meet the safety standards required of commercial aviation is challenging. Lincoln Laboratory, in collaboration with other organizations, spent decades developing and refining the system that is in use today [1]. There are several reasons why creating a robust system is difficult. The sensors available to the system are imperfect and noisy, resultin...