Complex System Inc.
Satellite edge analytic platform for scalable AI — The proliferation of small satellites in the New Space Era has spurred the development of computational systems deployed on agile CubeSats for onboard detection of cloud and floods. There is a need for scalable space IoT frameworks for satellite edge computing (SEC): In addition to growing real-time data requirements for earth observation applications, capability to perform or offload compute on devices is critical for 1) remote areas, mountains, and sea, where ground resource and connectivity is limited 2) Delay-sensitive applications with multi-domain data for situation awareness. CSI proposes to develop an edge-AI software framework for SEC. It will increase capability of AI deployed on satellites as edge nodes while adapting to new tasks. The framework will assess models and performance to minimize bandwidth. The proposed work is demonstrated on use case in satellite processing, updating models for new scenarios onboard, and has potential for multiple satellites.