Hacker News new | ask | show | jobs
Show HN: Spaceflight-inspired pocket optical breath analyzer – 10Hz CO2/O2 (mera.fit)
7 points by larichev 252 days ago
We built a pocket-sized optical breath analyzer based on an optical sensor for measuring CO2 and O2. It streams CPET metrics in real time (VO2, VCO2, VE, RER, Tv etc) for breath-by-breath analysis. Functional prototype based custom PCB, mobile app, and web platform are working.

Demo videos:

https://youtu.be/-DcvRPJJkj0

https://youtube.com/shorts/Ycy8wP4oW2o?si=W0n1Oyof7M37kdta

What’s different

  Instead of electrochemical O₂ fuel cells and typical CO₂ NDIR modules (slower response, periodic replacement/calibration), we use non-consumable optical sensors tuned for breath-by-breath dynamics. Our CO2 channel samples at 10 Hz — roughly ~100× faster than NDIR sensors — and does not require an external pump, improving portability.

  Inspired by the optical, low-drift principles used in spaceflight instrumentation (e.g., Perseverance Mars Rover [1] and NASA PUMA projects [2]), our analyzer uses non-consumable optical gas sensors engineered for stability in harsh environments.

Early specs

  Electronics: custom PCB with ESP32; BLE/Wi-Fi, USB-C, Accelerometer, Magnitometer, PMIC with shipping mode, OTA
  CO₂ sensor: optical IR, 10 Hz; (supports capnography for medical)
  O₂ sensor: optical, T63 < 2 s; low drift (< ~1%/year in lab conditions)
  Flow/Volume: low-inertia turbine (bi-directional), optical interrupter
  Measurements: in-flow, breath-by-breath
  Portability: device < 200 g + ~120 g mask (Hans Rudolph)
  Power: accumulator w/ integrated charging & protection; >4 h typical runtime
  Maintenance: no annual sensor swaps; no bottled-gas calibration

Who it’s for

  Sport labs, pro teams, elite athletes/coaches, premium fitness clubs, nutrition and longevity labs; medical workflows later (post-regulatory).

Limits / open questions

  Enclosure/thermal design, turbine inertia/lag at very low flows, CO2 calibration method, humidity transients, and cross-flow effects are active work. We’ll publish more validation data (and APIs) as we progress.

We’re bootstrapped (no external funding yet). Feedback from practitioners would help us prioritize the roadmap. Happy to answer all questions and brutal feedback welcome! We’re also looking for pilot labs / co-dev partners.

*

[1] - https://www.nasa.gov/news-release/nasas-perseverance-mars-ro...

[2] - https://technology.nasa.gov/patent/LEW-TOPS-16

3 comments

This looks interesting but I first went to the link and couldn't figure out what it was. Shouldn't you put the description you have here on the landing page?

The first thing I see is "Book the Test", "Data Hub". What?

Also, instead of leaving how to use the data up to the imagination, I expect you can get an accurate VO2 max from this. If that is so, that would be worth mentioning since I don't think there is an alternative easy way to get an accurate VO2 max measurement.

Also, VO2max is a very marketing-oriented indicator! But you’re right: the most accurate way to measure VO2max is breath-by-breath gas analysis during a maximal test. Wrist wearables (Garmin, Apple Watch, etc.) infer VO2max from HR/pace/power models it's convenient, but estimates and sport-dependent. Running vs cycling VO2max can differ for the same athlete.

Our device measures breath-by-breath VO2, VCO2 in real time and resolves individual breaths, which may unlock new respiratory metrics for researchers. The accuracy of threshold value measurements is equally important: ventilation threshold 1, ventilation threshold 2, tidal volume etc.

Sorry, this page isn't ready yet. The main page only has basic info. We've got a really tech team (4x PhDs) and we're testing real athletes and doing research, but that makes sense, and we'll definitely add more later! Thanks for your comment!
Really cool direction. Love seeing VO₂/CO₂ tech get smaller and more accessible.
Meow