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How Skywatch Uses Serverless Cloud Computing To Aggregate Eo Data For The Masses, Roland Sing
How Skywatch Uses Serverless Cloud Computing To Aggregate Eo Data For The Masses, Roland Sing
Small Satellite Conference
Problem
- Petabytes of data to process and distribute
- Pent up demand, bottlenecked by immature industry distribution vehicles and antiquated pricing structures
Goals
- no humans in the loop
- easy consumption of data by beginners and experts alike
- machine to machine focus
- low cost to purchase data
- low cost to operate
- timely processing and delivery (minutes not days)
Mata-Cloud: A Cloud Detection And Dynamic Attitude Correction Evaluation Software, Vanessa Tan, Julie Ann Banatao, John Leur Labrador, Lia Cristina Mabaquiao, Floyd Ferrant Fortes, Marc Caesar Talampas
Mata-Cloud: A Cloud Detection And Dynamic Attitude Correction Evaluation Software, Vanessa Tan, Julie Ann Banatao, John Leur Labrador, Lia Cristina Mabaquiao, Floyd Ferrant Fortes, Marc Caesar Talampas
Small Satellite Conference
With the increasing demand for high-resolution images from earth observation satellites, there is a need to optimize the usability of the images being downloaded in the ground stations. Most captured satellite images are not usable for certain applications due to high cloud cover percentage. To address this problem, this research demonstrates a cloud detection and dynamic attitude correction evaluation software. This software explores two key experiments. First is evaluating different image processing and machine learning-based approaches to detect cloud cover. The cloud detection algorithms were evaluated based on their accuracy, latency, and memory consumption. The second is exploring dynamic attitude …
A New Gigabit Software Modem And Its Cloud Deployment: Concept And Capabilities, Tomislav Nakić-Alfirević
A New Gigabit Software Modem And Its Cloud Deployment: Concept And Capabilities, Tomislav Nakić-Alfirević
Small Satellite Conference
Software Modem Architecture
Receivers typically have 3 components: a digitizer to digitize the signal, a digital signal processor to demodulate and decode it and a front-end processor to handle frame and packet level processing.
The digitizer receives analogue input, so it has to be a hardware device. Blink implements everything else as high-performance software, making it extremely quick to extend and customise for new missions, as well as cost-competitive. In addition, all 3 components are completely independent an can work together with third party digitizers or modems.
This is only possible because Blink is the fastest software receiver in the …