6 papers
Event-based Star Tracking under Spacecraft Jitter: the e-STURT Dataset
Samya Bagchi, Peter Anastasiou, Matthew Tetlow +2
Jitter degrades a spacecraft's fine-pointing ability required for optical communication, earth observation, and space domain awareness. Development of jitter estimation and compens…
Data and Decision Traceability for SDA TAP Lab's Prototype Battle Management System
Latha Pratti, Samya Bagchi, Yasir Latif
Space Protocol is applying the principles derived from MITRE and NIST's Supply Chain Traceability: Manufacturing Meta-Framework (NIST IR 8536) to a complex multi party system to ac…
Test-Time Certifiable Self-Supervision to Bridge the Sim2Real Gap in Event-Based Satellite Pose Estimation
Mohsi Jawaid, Rajat Talak, Yasir Latif +2
Deep learning plays a critical role in vision-based satellite pose estimation. However, the scarcity of real data from the space environment means that deep models need to be train…
On-chain Validation of Tracking Data Messages (TDM) Using Distributed Deep Learning on a Proof of Stake (PoS) Blockchain
Yasir Latif, Anirban Chowdhury, Samya Bagchi
Trustless tracking of Resident Space Objects (RSOs) is crucial for Space Situational Awareness (SSA), especially during adverse situations. The importance of transparent SSA cannot…
L-DIT: A dApp for Live Detectability, Identifiability and Trackability for ASOs on the Behavioral Dynamics Blockchain
Anirban Chowdhury, Yasir Latif, Moriba K. Jah +1
As the number of Anthropogenic Space Objects (ASOs) grows, there is an urgent need to ensure space safety, security, and sustainability (S3) for long-term space use. Currently, no…
Event-based Structure-from-Orbit
Ethan Elms, Yasir Latif, Tae Ha Park +1
Event sensors offer high temporal resolution visual sensing, which makes them ideal for perceiving fast visual phenomena without suffering from motion blur. Certain applications in…