Richard Stottler, Stottler Henke Associates Inc, Jay Mao, Stottler Henke Associates Inc
Keywords: Automatic Satellite Telemetry Analysis, Deep Learning, Case-Based Reasoning (CBR), Behavior Transition Networks (BTNs), Satellite Anomalies, Artificial Intelligence
Abstract:
In April 2016, General Hyten, commander of Air Force Space Command, announced the Space Enterprise Vision (SEV) (http://www.af.mil/News/Article-Display/Article/719941/hyten-announces-space-enterprise-vision/). The SEV addresses increasing threats to space-related systems. The vision includes an integrated approach across all mission areas (communications, positioning, navigation and timing, missile warning, and weather data) and emphasizes improved access to data across the entire enterprise and the ability to protect space-related assets and capabilities. “The future space enterprise will maintain our nation’s ability to deliver critical space effects throughout all phases of conflict,” Hyten said. Satellite telemetry is going to become available to a new audience. While that telemetry information should be valuable for achieving Space Situational Awareness (SSA), these new satellite telemetry data consumers will not know how to utilize it.
Date of Conference: September 19-22, 2017
Track: Poster