Session
Weekend Poster Session 1
Location
Utah State University, Logan, UT
Abstract
• CubeSats make up a large subset of the small satellite industry. • Many CubeSat failure occur along the communication chain and failure to establish contact with the satellite • GNU radio is a platform commonly used for processing signal, with the help of GR-satellite • Establishing such decoding chains are a time-consuming task • Machine learning can be used as a tool to decode signal coming from spacecrafts • The focus is to target different layers of the OSI stack, and this poster demonstrates modulation detection layer
Modulation Recognition Using Machine Learning Approaches in CubeSat Signals
Utah State University, Logan, UT
• CubeSats make up a large subset of the small satellite industry. • Many CubeSat failure occur along the communication chain and failure to establish contact with the satellite • GNU radio is a platform commonly used for processing signal, with the help of GR-satellite • Establishing such decoding chains are a time-consuming task • Machine learning can be used as a tool to decode signal coming from spacecrafts • The focus is to target different layers of the OSI stack, and this poster demonstrates modulation detection layer
