# Google Summer of Code 2022 ideas list

This year, GNSS-SDR has been selected as a mentor organization for Google Summer of Code (also known as GSoC), a global program that offers students stipends to write code for open source projects. In order to participate in the program, you must be a student. Google defines a student as an individual enrolled in or accepted into an accredited institution including (but not necessarily limited to) colleges, universities, masters programs, PhD programs and undergraduate programs. You should be prepared, upon request, to provide Google with transcripts or other documentation from your accredited institution as proof of enrollment or admission status. Computer Science does not need to be your field of study in order to participate in the program. You may be enrolled or accepted as a full-time or part-time student into an accredited institution including (but not necessarily limited to) colleges, universities, masters programs, PhD programs, and undergraduate programs, must be at least 18 years old and must be eligible to work in your country of residence during duration of the program to be eligible to participate in Google Summer of Code in 2022.

If you are an eligible and interested student, read through the list and note the projects you are interested in. You, as the student programmer, then submit a proposal to Google, using the GSoC 2022 website. The application form for students will be open from April 4, until April 19 at 18:00 UTC. We recommend you to submit your application early. By doing so, it will be given a greater share of attention than is possible for applications submitted at the last minute.

You might submit a proposal following the guidelines below, or you might want to adapt them to your needs. Changes to the proposal could include:

• You think the project as suggested is too large and you can only feasibly complete part of it; if so, make sure your proposal covers a reasonable subset of the functionality (that is, something which is useful without the rest of the project being implemented).

• You think the project as suggested is too small; in this case, you might want to extend the idea, combine projects, etc.

• You like the basic idea of the project but it is not such a good fit for the skills that you have; in this case please feel free to suggest an alternative, but try to remember that the idea is for the software to be useful for its existing and potential users.

Your proposal should include the following: your project proposal, why you would like to execute on this particular project, and the reason you are the best individual to do so. Your proposal should also include details of your academic, industry, and/or open-source development experience, and other details as you see fit. An explanation of your development methodology and schedule is a good idea, as well. It is always helpful to include your contact information, as it will not be automatically shared with your would-be mentors as part of the proposal process.

Hereafter we list, in no particular order, some proposals for projects to be carried out by the students participating in GSoC 2022. This is by no means a closed list, so the students can feel free to propose alternative activities related to GNSS-SDR. Original topics for proposals are especially welcome and use to be highly ranked.

## Project Title: Integration of anti-spoofing techniques in GNSS-SDR

### Description:

This is a continuation of the work developed during GSoC 2021.

GNSS technology is vulnerable to spoofing attacks, in which a malicious agent imitates genuine GNSS signals in order to feed a false location to a target user. Spoofing detection and mitigation has been a topic of significant interest in the GNSS community for decades. Recent developments have resulted in GPS receiver architectures which are capable of identifying and rejecting spoofed signals, allowing the receiver to obtain estimates of the true receiver location even during a spoofing attack.

• Medium sized project (175 h)
• Objective by the end of the summer: integration of the spoofing detection techniques developed during GSoC 2021 in GNSS-SDR and developing some new techniques. Implementation of acquisition/tracking anti-spoofing algorithms based on the signal’s physical characteristics like the power level and cross-ambiguity function matrix.
• Implementation of PVT anti-spoofing algorithms based on the consistency of receiver observables and calculated PVT solutions with configurable threshold values. This branch has been partially developed, and efforts should be a continuation of previous work.
• Large sized project (350 h)
• This is an extension of the medium size project.
• Objective by the end of November: Implementation of some techniques to reject/mitigate the spoofing signals and recover the legitimate signal. The goal of this project would be selection of promising anti-spoofing techniques, as well as implementation of the individual data processing components for that methodology and testing within the overall receiver pipeline.

### Skills required:

Good understanding of spoofing detection and mitigation methods, GNSS signal processing and C++ programming (familiarity with the GNU Radio framework is a plus).

### Potential mentor(s):

Mr. Luis Esteve, Dr. Carles Fernández-Prades.

## Project Title: Completing processing of Beidou B2a signals

### Description:

• Large sized project (350 h)

This is a continuation of the work developed during previous GSoC editions, and some additional voluntary efforts by the mentor. The code is almost complete, but some additional bug fixing and refinements are needed.

The objective by the end of the summer is to provide a working implementation of a GNSS receiver working with Beidou B2a signals, delivering RINEX files (the standard input of geodesic software libraries for high—accuracy positioning) and an on-the-fly navigation solution (that is, computation of position, velocity and time of the user’s receiver).

• Improve acquisition and tracking algorithms for Beidou B2a signals, following the examples already implemented for other GNSS signals. This would facilitate research on multi-constellation, multi-frequency receivers (e.g., GPS + Galileo + Beidou) working with real signals.
• Demodulation of the navigation message, opening the door to open innovation in multi-constellation receivers.
• Integration of Beidou B2a observables into the PVT position.
• Note: this branch have been partially developed, and efforts should be a continuation of previous work that includes:
• Update code to absorb the latest changes from next.
• Improve tracking techniques option, i.e add pilot tracking, or pilot + data, etc.
• Adjust code to allow B2A + GPS L5, + Galileo, etc.

### Skills required:

Basic knowledge of digital signal processing and C++ programming (familiarity with the GNU Radio framework or GNSS-SDR is a plus).

### Potential mentor(s):

Dr. Damian Miralles, Mr. Luis Esteve.

## Project Title: Completing processing of Beidou B1C signals

### Description:

• Large sized project (350 h)

This is a continuation of efforts developed during GSoC 2019. The code needs updates, some bug fixing, and improvements over existing algorithms.

The objective by the end of the summer is to provide a working implementation of a GNSS receiver working with Beidou B1C signals, delivering RINEX files (the standard input of geodesic software libraries for high—accuracy positioning) and an on-the-fly navigation solution (that is, computation of position, velocity and time of the user’s receiver). Implementation of acquisition and tracking algorithms for Beidou B1C signals, following the examples already implemented for other GNSS signals. This would facilitate research on multi-constellation, multi-frequency receivers (e.g., GPS + Galileo + Beidou) working with real signals. Demodulation of the navigation message, opening the door to open innovation in multi-constellation receivers and addressing topics such as integrity, reliability, robustness, enhanced coverage, and high-accuracy positioning. Integration of Beidou observables into the PVT position.

### Skills required:

Basic knowledge of digital signal processing and C++ programming (familiarity with the GNU Radio framework or GNSS-SDR is a plus).

### Potential mentor(s):

Dr. Damian Miralles, Mr. Luis Esteve.

Please provide in your proposal the information listed down below. Text formatting is up to you, but be sure to include those sections. Other additions are welcome if relevant.

## Proposal template:

1. Student’s Name