Tag: poliastro

GSoC Project: Expanding events detection in Poliastro-Yash Gondhalekar

GSoC Updates 2 Comments

Supporting knowledge and scientific research are among our main goals at Libre Space Foundation. This is why we have been participating in the Google Summer of Code for the third year in a row, mentoring three amazing projects. The first project is about Improving the transmission capabilities of gr-satnogs developed by Michalis Raptakis. We presented this project in more detail last week. This week, we are delving into Poliastro.

Poliastro and GSoC

In 2021 Poliastro is participating in the Google Summer of Code programme via Libre Space Foundation. Yash Gondhalekar, a Computer Science student at the Birla Institute of Technology and Science in Pilani, India, is spending the summer working on the project. Tinkering with the code to achieve a streamlined execution of algorithms, adding event detection capabilities and improving the tool.

Poliastro: An Introduction

Poliastro is a pure Python library that provides an API tackling issues of astrodynamics and orbital mechanics. Its goal is to benefit users by providing valuable scientific information. This information will contribute towards creating more effective space strategies, improved orbital designs and more efficient maintenance policies.

The software for this tool is under constant improvement and development. Thus updates are to be released regularly.

Poliastro: A closer look

Events detection is a challenging process. Upon embarking on the GSoC experience, the Poliastro team began focusing on the eclipse detector, which appeared to be a more challenging task to tackle. After brainstorming over the most suitable method to handle this, the team decided to opt for SciPy’s event support.

Though SciPy did offer a solution to approach the issues, the team “.. still needed to come up with a time-varying and continuous “shadow” function without having to solve analytical equations manually .”

For this to be achieved, an equation had to be formulated.

After a series of geometric manipulation tests, an equation was created comprised of classical orbital elements. But the team did not stop working on the solution. As Yash points out, ” We were still questioning the performance and complexity of the method since by enacting it, we could lose the accuracy of entry and exit times of the event. In any case, the other (methods) didn’t seem to work just yet, so we decided to go with this approach since it looked feasible.”

At the same time, the team also worked on the altitude and latitude crossing detectors. However, soon enough, they realised that there are far more intricacies in the longitude detector. This required more thinking and more exploration to find the right approach and method to deal with the issue. ” All the events are supposed to work for any attractor, thus aligning with one of (the )Poliastro’s aims of having capabilities not restricted to (the )Earth.”

By leveraging some of the in-built functionalities of solve-ivp, users can stop the integration when an event is detected or control the direction of triggering an event. With the development of validation cases for the Orekit software, the team enhanced the possibility of further implementation; the tool was optimised even more by adding tests, fixing bugs and improving computation.

You can read how the team went about approaching all the issues arising in Yash’s detailed article.

Want to join the team?

As is the case with all the project communities at Libre Space Foundation, the Poliastro team is an open and inclusive community welcoming members from all over the world. In his first article about the GSoC experience with Poliastro, Yash states, “Needless to say, this is a place where I would get to interact with an engaging community and learn several things”.

If this sounds like an interesting project to you and you want to be part of this team, you can join the dedicated Poliastro channel on element/matrix and contribute to the discussions there.

The next steps

Yash and the team are working hard on further optimising Poliastro, and in the weeks to come, more event detectors will be included!

*You can follow the updates of the Poliastro project here.

Google Summer of Code 2021: Announcing the three projects that will participate in the program with Libre Space Foundation

Updates 3 Comments

For the third year in a row, Libre Space Foundation is selected as a mentoring organisation for the Google Summer of Code program. The application period has now closed and the results are in!
The three projects that will be participating in this iteration of the Google Summer of Code via Libre Space Foundation are the following. Let us check them out:

Expanding events detection in Poliastro

Poliastro is an open-source, python library for interactive astrodynamics and orbital mechanics. This project will work on expanding the event-detection capabilities of Poliastro. It plans on achieving that by adding several event-detection algorithms and methods to it. These detectors will allow Poliastro to calculate eclipses, collisions, line-of-sight, sunlight exposure, altitude thresholds, longitude/latitude crossing, visibility of orbiting objects from a location on earth, and sunrise/sunset and moonrise/moonset times also from a location on earth.

Rich analysis reports for Polaris

Polaris is an open-source tool that applies machine learning to satellite telemetry. This year’s project will create a visual module for Polaris. This will use the results of its anomaly detector to generate web-based interactive graphs, visualising anomalies and their points of occurrence. At the same time, it will allow pdf generation and command-line tools for these.

Improving the transmission capabilities of gr-satnogs

Gr-satnogs is the GNU-Radio, Out-of-tree module used by the SatNOGS open-source satellite ground-station network. The scope of this project is to expand the current transmission capabilities of gr-satnogs. This has already been tested on UPSat while in orbit and on Qubik 1 and Qubik-2 in the lab. To achieve that the project aims to improve the gr-satnogs transmission framing API and add new encoders to the already existing AX.25 and IEEE 802.15.4 such as the Nanocom AX.100, various AMSAT-related encoders and more.

Google Summer of Code is an annual program offering university students the opportunity to work on open-source projects during their summer break while earning a stipend! Libre Space Foundation is devoted to working on open-source space technologies and you can find out more about our Principles regarding open-source and space in our Manifesto.

This year’s Google Summer of Code application received 6991 applications submitted by 4975 students from 103 countries. These applications were reviewed by 199 mentoring organizations. Eventually, 1292 students from 69 countries were selected.

We are thrilled to be part of this grand initiative. But we are also excited and looking forward to working with our students over the next few months. Congratulations to everyone and welcome aboard!