Researchers propose a deep neural network-based 4-quadrant analog sun sensor calibration
Tuesday, 30 May 2023 18:32
A spacecraft can estimate the attitude state by comparing external measurements from attitude sensors with reference information. CubeSats tend to use 4-quadrant analog solar sensors which have the advantages of extremely low power consumption, minimal volume, low complexity, low cost, and high reliability as attitude sensors, considering the limitation of satellite volume and payload. The performance of the sensor can be importantly improved by the calibration procedure and compensation model.
However, the various error sources affecting the calibration of the 4-quadrant sun sensor lead to a complicated process of compensation model establishment. Deep learning, which is widely used in the aerospace field in recent years, is able to approximate any continuous function on a bounded closed set, providing new ideas for solving the traditional problem.
In a research paper recently published in Space: Science & Technology, authors from Northwestern Polytechnical University, German Aerospace Center, and Dalian University of Technology together propose a method to calibrate sun sensors by deep learning, which not only is able to integrate the influence of various errors but also avoids the need of analyzing and modeling every single error.
Webb maps surprisingly large plume jetting from Saturn’s moon Enceladus
Tuesday, 30 May 2023 14:00
Interaction between moon’s plumes and Saturn’s ring system explored with Webb
A water vapour plume from Saturn’s moon Enceladus spanning more than 9600 kilometres — long enough to stretch across the Eurasian continent from Ireland to Japan — has been detected by researchers using the NASA/ESA/CSA James Webb Space Telescope. Not only is this the first time such water ejection has been seen over such an expansive distance, but Webb is also giving scientists a direct look, for the first time, at how this emission feeds the water supply for the entire system of Saturn and its rings.
DARPA launches initiative to help tech companies work on classified programs
Tuesday, 30 May 2023 12:23
DARPA's Strategic Technology Office launched an initiative called Bridges to help companies get security clearances to work on classified programs.
Orion European Service Module-4 logo
Tuesday, 30 May 2023 11:00
NASA inspector general faults agency on SLS booster and engine overruns
Tuesday, 30 May 2023 10:09
Conversion of shuttle-era solid rocket boosters and engines for use on the Space Launch System has cost NASA billions more and taken years longer than originally planned, the agency’s inspector general concluded.
Chinese mission with first civilian reaches space station
Tuesday, 30 May 2023 09:02
BAE Systems to develop autonomous space-based surveillance technology
Tuesday, 30 May 2023 09:02
Northrop Grumman on track to produce early-warning missile defense program
Tuesday, 30 May 2023 09:02
Space Systems Command Awards $45.5M Launch Service Order to Northrop Grumman Systems Corporation for Prototype EWS Mission
Tuesday, 30 May 2023 09:02
South Korea hails successful launch of homegrown rocket
Tuesday, 30 May 2023 09:02
US sees 'serious threat' as Iran unveils new missile
Tuesday, 30 May 2023 09:02
Understanding boiling to help the nuclear industry and space missions
Tuesday, 30 May 2023 09:02
What do we know about the mechanics of two-dimensional materials
Tuesday, 30 May 2023 09:02
A milestone for parabolic flight
Tuesday, 30 May 2023 09:02
Iron-rich rocks unlock new insights into Earth's planetary history
Tuesday, 30 May 2023 09:02