%0 Conference Paper %1 greiner2022sonate2 %A Greiner, Tobias %A Balagurin, Oleksii %A Herbst, Tobias %A Kaiser, Tobias %A Kayal, Hakan %A Maurer, Andreas %A Neumann, Tobias %A Riegler, Clemens %A Schwarz, Tobias %B Small Satellites, System & Services Symposium (4S) %C Vilamoura, Portugal %D 2022 %E Tobias, Greiner %E Oleksii, Balagurin %E Tobias, Herbst %E Tobias, Kaiser %E Hakan, Kayal %E Andreas, Maurer %E Tobias, Neumann %E Clemens, Riegler %E Tobias, Schwarz %K %T SONATE-2 - A Technology Demonstration Mission for Artificial Intelligence %X The increasing amount of data produced by sensors, combined with low download rates, are a challenge for nanosatellites. On-board data processing and classification can be used to reduce the amount of data that needs to be downloaded. This edge computing approach has become more and more present in various terrestrial applications and embedded devices. Recent missions have used artificial intelligence (AI) models, pre-trained on the ground, for on-board image analysis. The SONATE-2 mission expands on this approach by also introducing on-board training capabilities, enabling new applications including on-board model generation and improvement.

@inproceedings{greiner2022sonate2, abstract = {The increasing amount of data produced by sensors, combined with low download rates, are a challenge for nanosatellites. On-board data processing and classification can be used to reduce the amount of data that needs to be downloaded. This edge computing approach has become more and more present in various terrestrial applications and embedded devices. Recent missions have used artificial intelligence (AI) models, pre-trained on the ground, for on-board image analysis. The SONATE-2 mission expands on this approach by also introducing on-board training capabilities, enabling new applications including on-board model generation and improvement.}, added-at = {2024-09-04T13:55:58.000+0200}, address = {Vilamoura, Portugal}, author = {Greiner, Tobias and Balagurin, Oleksii and Herbst, Tobias and Kaiser, Tobias and Kayal, Hakan and Maurer, Andreas and Neumann, Tobias and Riegler, Clemens and Schwarz, Tobias}, biburl = {https://www.bibsonomy.org/bibtex/2861dee61895d8358e3c84f34eb1c2b86/tn65262278}, booktitle = {Small Satellites, System & Services Symposium (4S)}, editor = {Tobias, Greiner and Oleksii, Balagurin and Tobias, Herbst and Tobias, Kaiser and Hakan, Kayal and Andreas, Maurer and Tobias, Neumann and Clemens, Riegler and Tobias, Schwarz}, eventdate = {16-20.05.2022}, eventtitle = {Small Satellites, System & Services Symposium (4S)}, interhash = {2053d7fdba0b20faefab903c94361d45}, intrahash = {861dee61895d8358e3c84f34eb1c2b86}, keywords = {}, timestamp = {2024-09-04T13:55:58.000+0200}, title = {SONATE-2 - A Technology Demonstration Mission for Artificial Intelligence}, venue = {Vilamoura, Portugal}, year = 2022 }