Expect posted already but in case it hasn't been.
Nice reminder from Arijit.
Arijit Mukherjee
Principal Scientist, Embedded Devices & Intelligent Systems at TCS Research
19h
This, coupled with lossless compression can do wonders in terms of reducing the downstream data volume from satellites to base stations...and hence save the battery life. Well done team
Tata Consultancy Services - Research
73,318 followers
1d
The recent advancements in low-cost and smaller CubeSats have changed the game for
#SpaceExploration. But their small size also leads to limitations in
#computing capabilities and data sent to the ground stations. At the International Joint Conference on Neural Networks (
#IJCNN) 2023, our researchers proposed using
#neuromorphic processors to process data efficiently on-board these satellites, by creating a 2-stage hierarchical cloud cover detection application for multi-spectral earth observation images. Their
#research achieved 95.46% accuracy while power consumption was reduced 60-230 times. Depending on the stage the speed was increased by 3-7x. Know more in the
#ResearchPaper-
https://bit.ly/3O6CIr3 Authors:
Chetan Kadway;
Sounak Dey;
Arijit Mukherjee;
Arpan Pal;
Gilles Bézard #TCSResearch #InventingForImpact #Publications #Satellite