Collision Avoidance Decision Making in the Face of Uncertainty
Navy SBIR 2011.1 - Topic N111-025 NAVAIR - Mrs. Janet McGovern - [email protected] Opens: December 13, 2010 - Closes: January 12, 2011 N111-025 TITLE: Collision Avoidance Decision Making in the Face of Uncertainty TECHNOLOGY AREAS: Air Platform, Sensors, Battlespace ACQUISITION PROGRAM: PMA-266, Navy and Marine Corps Multi-Mission Unmanned Air Systems OBJECTIVE: Develop optimal collision avoidance decision making processes for unmanned aircraft systems. DESCRIPTION: Collision avoidance is a key enabler to unmanned aircraft systems (UAS) civil airspace access as well as an important capability for the integration of manned and unmanned missions in military theaters of operation. The "detect, sense, and avoid" process in collision avoidance attempts to answer three sequential questions. First, is something there? This involves searching the airspace around the aircraft and detecting, acquiring and tracking objects in the search volume. Second, is it a threat/target? This involves the sense function in evaluating the tracks, prioritizing perceived threats and deciding whether to maneuver. Third, how do we react/maneuver? This involves the avoid function in determining what action needs to be taken, commanding the action and then executing the maneuver. In the case of this SBIR topic, we are interested in optimally answering the second question in the face of uncertainty. Interaction with radar and airframe system manufacturers may be beneficial to successful transition of this technology. PHASE I: Investigate optimal UAS sense decision making processes in the presence of non-cooperative aircraft. Determine the feasibility of the best process using sensor performance models and collision scenarios developed in consultation with the Navy. PHASE II: Perform process design optimization and testing using both simulated and real sensor data. Integrate, test and demonstrate the algorithms using a candidate radar system. PHASE III: Finalize and transition the developed technology to the Fleet. PRIVATE SECTOR COMMERCIAL POTENTIAL/DUAL-USE APPLICATIONS: The technology developed under this SBIR would increase safety and is directly applicable to civil manned and unmanned aviation. REFERENCES: 2. Kochenderfer, M.J., Espindle, L.P., Edwards, M.W.M., Kuchar, J.K., & Griffith, J. D. (2009). Airspace Encounter Models for Conventional and Unconventional Aircraft: The Eighth USA/Europe Air Traffic Management Research and Development Seminar (ATM2009). KEYWORDS: Radar; Unmanned Aircraft Systems (UAS); Sense and Avoid; Due Regard; Decision Making
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