The Department of Defense (DOD) is seeking proposals for the topic of "Multi-target Bayesian Tracking for Air Anti-Submarine Warfare (ASW) Systems" as part of the SBIR 24.1 BAA. The Navy branch is specifically interested in developing a Bayesian tracker for ASW systems to improve tracking metrics in wide-area search missions with multiple targets. The goal is to enhance track initiation and measurement association to maintain reliable system performance in challenging scenarios. The Phase I of the project involves designing an approach to reduce track initiation time by 30% and false associations by 25% when multiple objects are detected. In Phase II, a prototype multi-target tracking software will be developed and demonstrated to reduce track initiation time by 50% and false associations by 33% using at-sea data. The technology has potential applications in various fields such as maritime tracking, aircraft tracking, and surface traffic tracking. The work in Phase II may become classified, and the selected contractor must be U.S. owned and operated with no foreign influence. The proposal submission deadline is February 21, 2024. For more information, visit the SBIR topic link or the solicitation agency website.