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Artificial Intelligence has been crucial for many industries in revolutionising the ways they have been operating. There have been many successful applications of artificial intelligence that have now taken the form of best practices and are enabling employment opportunities too.
Space exploration is an important area that has seen many opportunities cropping up with the aid of AI. It is the popular theme of current times in most of the space exploration programs and applications. For very obvious reasons, space exploration has always been a vast topic. Understanding and comprehending the intricacies of the space requires complementing human knowledge with something powerful, and what better than AI.
Let us have a look at some of the top applications of AI:
Image Processing
Image processing is found to be extremely useful for charting unmarked galaxies, stars, black holes, supernovas, and other extraterrestrial entities. It has also been helpful in studying cosmic events that would otherwise have gone unnoticed. Some applications of image processing are:
- NASA Frontier Development Lab along with the tech-giants Microsoft and IBM leverage machine learning to decode images that come from space for solar storm damage detection, determining space weather of a planet, measuring the atmosphere, identifying suitable planet landing sites, and resource discovery.
- The CHIRP (Continous High-Resolution Image Reconstruction using Patch Priors) algorithm helped in creating the first-ever image of the black hole CHIRP is a Bayesian algorithm that used the data from Event Horizon Telescopes for further image processing. Images from the Hubble Telescope are used for the simulation of galaxy formation.
Assistants for Astronauts
If you have watched the movie Interstellar, you would know the assistant robots Tars and Case from that film. Although such sophisticated robots are not a reality in space exploration, AI researchers are working towards creating intelligent assistants for helping astronauts in their space missions.
- Cimon is an AI assistant that was flown to the International Space Station in 2019 to be tested. It will eventually be used to perform tasks asked by the astronauts to do. This will reduce the stress of routine tasks on astronauts today.
- NASA is also working on creating a robot companion for astronauts that are onboard the International Space Station. It will be called Robonaut and will work on the tasks that are deemed too risky for astronauts.
Satellite data processing
While humans are capable of interpreting, understanding, and analyzing images collected by satellites, it does cost us time and resources while waiting for a satellite to move back around to the same position to further refine image analysis. Artificial intelligence helps eliminate the necessity for large amounts of communication to and from Earth to analyze photos and helps determine whether a new photo needs to be taken. Moreover, it saves processing power, reduces battery usage, and fast-tracks the image gathering process.
- Earth Observing-1 – The satellite EO-1 (Earth Observing 1) has been successful in the past in gathering images of natural calamities. The AI functioning with it started to take pictures of the calamities even before the ground crew knew that the incident had taken place. It was the first satellite –
- to map active lava flows from space;
- to measure a facility’s methane leak from space;
- to track re-growth in a partially logged Amazon forest from space.
- SKICAT – SKICAT (Sky Image Cataloging and Analysis Tool) identified what was beyond human capabilities. It classified approximately a thousand objects in low resolution during the second Palomar Sky Survey.
The Future of AI in Space
The future of AI in GPS in Space. NASA Frontier Development Lab has been working on an AI application that would do the job of a GPS in space and would make it easy to explore Titan, Mars, or even the Moon. The use of GPS and the other GNSS systems in Medium Earth Orbit (MEO), Geostationary Orbit (GEO) and beyond, including cislunar space is an emergent capability.
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