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2 weeks 3 days
Research Area
Design and Verification of a Low-Power Fixed-Point Compressed Sensing Accelerator for ECG Signal
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Msc. Microelectronics Systems Design Student
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70
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3
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2
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#51
2026 contributor
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#2
July 2026 contributor
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#2

Comments

Hi,

It was an interesting discussion today and David Mapstone started to lay out some of the likely issues around SoC Architectural Design and the engineering constraints that help etermine the architecture. As discussed while the core of the MSc project is about the specific implementation of the compression algorithm the broader SoC architecture is about how that compression sub-system is fed with data from the upstream (eg. actual sensor data or simulated sensor data from prior captured data base of samples) and how it feeds downstream into off chip comms to either form the function of an edge based battery driven device or more simple to prove the compression sub-system.

I always think it is important to state the design rationale and the engineering constraints as clearly as possible at the Architectural Design so we can develop the design in the right direction.

John.

Hi Amrit,

Welcome to SoC Labs! Great to see your account set up, and thanks for the detailed overview of SPARSEBEAT. It sounds like a strong project, and your workflow across Python modelling, SystemVerilog RTL, and formal verification shows a strong grasp of the full design and verification flow.

I would also encourage exploring the Ethernet-based off-chip communications subsystem in nanoSoC V3, as John suggested. Comparing its energy use against your compression accelerator should give a good system-level view of your work's impact.

Looking forward to collaborating on this project with you.

Malik.

It was great to meet you yesterday and here about your MSc project in designing a Low-Power Fixed-Point Compressed Sensing Accelerator for ECG Signals and also your interest in formal verification. It seems you have selected some good design flow stages as interests. With V3 of nanoSoC there is a new subsystem for ethernet based off chip comms and that might be an interesting subsystem to use alongside your own custom compression accelerator. Understanding the energy use of each subsystem should help you understand the benefit of your compression scheme within the broader SoC energy costs.

Look forward to collaborating on this project with you.

John.

Hi,

It was great to meet today and we discussed starting a project within SoC Labs. This is quite an easy thing to do. You already have a description of your project and this can be changed as it develops. Please take a look at some of the other projects on the SoC Labs site. I would very much recommend the project on sensing by Sydney.

Once you can see how to describe your project then the way to add your projects is Add Project action in the naviagtion.

add a project

You then add a description of the project and an image. Again these can be changed and also when you submit to Editorial, we can help review and improve your description. You can start it and save it in Drafts as needed before you are ready to send to Editorial.

The Project has a project tracker in it.

Project milestone tracker

These are based on the various stages in the design flows for a SoC Labs project.  You should add the Getting Started milestone and the Architectural Design milestone as we discussed these today. Just start to type this in the field and they should  auto complete.

add milestone

 

Let us know how you get along and if there are any issues.

John.

Hi,

It should be easy to add your project.

Use Add Project from My Contributions navigation

Then add a project title and description in the body.  

fill in fields for Title and Body text

You can upload an image that describes your project.

fill in fields after you choose the file to upload

You will need to add the project type, this should be an active project.

select the project type from the drop down selection

Also add the project category, this should be Collaborative

select the project category

Don't forget to save it, to either your Drafts as you develop the description or to Editorial if you would like us to help review it.

John.

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