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The aircraft collision avoidance system ACAS Xu uses a large look-up table to recommend turns to avoid collisions, but the table is too large for some flight computers. We compress the look-up table by using a function approximation, which shrinks the table by a factor of 1000 without sacrificing performance and allows the system to run on limited hardware.
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This page is a summary of: Deep Neural Network Compression for Aircraft Collision Avoidance Systems, Journal of Guidance Control and Dynamics, March 2019, American Institute of Aeronautics and Astronautics (AIAA),
DOI: 10.2514/1.g003724.
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