element14 Community
element14 Community
    Register Log In
  • Site
  • Search
  • Log In Register
  • About Us
  • Community Hub
    Community Hub
    • What's New on element14
    • Feedback and Support
    • Benefits of Membership
    • Personal Blogs
    • Members Area
    • Achievement Levels
  • Learn
    Learn
    • Ask an Expert
    • eBooks
    • element14 presents
    • Learning Center
    • Tech Spotlight
    • STEM Academy
    • Webinars, Training and Events
    • Learning Groups
  • Technologies
    Technologies
    • 3D Printing
    • FPGA
    • Industrial Automation
    • Internet of Things
    • Power & Energy
    • Sensors
    • Technology Groups
  • Challenges & Projects
    Challenges & Projects
    • Design Challenges
    • element14 presents Projects
    • Project14
    • Arduino Projects
    • Raspberry Pi Projects
    • Project Groups
  • Products
    Products
    • Arduino
    • Avnet Boards Community
    • Dev Tools
    • Manufacturers
    • Multicomp Pro
    • Product Groups
    • Raspberry Pi
    • RoadTests & Reviews
  • Store
    Store
    • Visit Your Store
    • Choose another store...
      • Europe
      •  Austria (German)
      •  Belgium (Dutch, French)
      •  Bulgaria (Bulgarian)
      •  Czech Republic (Czech)
      •  Denmark (Danish)
      •  Estonia (Estonian)
      •  Finland (Finnish)
      •  France (French)
      •  Germany (German)
      •  Hungary (Hungarian)
      •  Ireland
      •  Israel
      •  Italy (Italian)
      •  Latvia (Latvian)
      •  
      •  Lithuania (Lithuanian)
      •  Netherlands (Dutch)
      •  Norway (Norwegian)
      •  Poland (Polish)
      •  Portugal (Portuguese)
      •  Romania (Romanian)
      •  Russia (Russian)
      •  Slovakia (Slovak)
      •  Slovenia (Slovenian)
      •  Spain (Spanish)
      •  Sweden (Swedish)
      •  Switzerland(German, French)
      •  Turkey (Turkish)
      •  United Kingdom
      • Asia Pacific
      •  Australia
      •  China
      •  Hong Kong
      •  India
      •  Korea (Korean)
      •  Malaysia
      •  New Zealand
      •  Philippines
      •  Singapore
      •  Taiwan
      •  Thailand (Thai)
      • Americas
      •  Brazil (Portuguese)
      •  Canada
      •  Mexico (Spanish)
      •  United States
      Can't find the country/region you're looking for? Visit our export site or find a local distributor.
  • Translate
  • Profile
  • Settings
Experimenting with Vibration Sensors
  • Challenges & Projects
  • Design Challenges
  • Experimenting with Vibration Sensors
  • More
  • Cancel
Experimenting with Vibration Sensors
Blog Vibration Sensor - Wrap Up
  • Blog
  • Forum
  • Documents
  • Polls
  • Files
  • Events
  • Mentions
  • Sub-Groups
  • Tags
  • More
  • Cancel
  • New
  • Share
  • More
  • Cancel
Group Actions
  • Group RSS
  • More
  • Cancel
Engagement
  • Author Author: ralphjy
  • Date Created: 23 Jan 2021 3:46 PM Date Created
  • Views 608 views
  • Likes 5 likes
  • Comments 0 comments
  • experimenting_with_vibration_sensors
  • kemet vibration sensor
  • edge impulse
  • wio terminal
  • footstep detection
Related
Recommended

Vibration Sensor - Wrap Up

ralphjy
ralphjy
23 Jan 2021

Experimenting with Vibration Sensors Challenge Summary

It has been another fun challenge.  I was not able to achieve what I had proposed (TinyML model to identify people by their footstep vibrations), but as always I learned a lot working on the project.  And I've developed some hardware and software tools that will be valuable for future projects.

 

The Kemet/Tokin VS-BV203 Piezo Vibration Sensor is ultra compact (8.4 x 11.4 x 2.9 mm) and the 3 meter miniature flexible cable makes it easy to attach to instrumentation at a reasonable measurement distance.  It has a sensitivity of 10 m/s^2 and a buffered voltage output that centers the output at 1/2 the power supply voltage which makes it easy to interface to an ADC.

 

The sensor was probably not a good choice for my application (or at least my implementation).  I think a more traditional seismic sensor with mechanical amplification might have worked better.  From papers that I've been able to find on footstep detection/classification, it seems that the problem is best solved with an array of sensors rather than a single sensor.  And in some cases audio sensors are utilized rather than seismic sensors to detect the footsteps.  In all cases, a lot of data is required (a couple orders of magnitude greater than what I had proposed).  I think a viable solution would require automatic data capture and automatic data labeling to deal with the large volume of data.  A possible implementation could use a camera and image recognition for triggering and labeling the data capture.

 

I think a better TinyML application for the Kemet sensor that I'd like to try is monitoring my HVAC system.  I've always wanted to install a smart, network connected, thermostat.  I could use information from the thermostat to trigger and label data captured from the sensor mounted on the HVAC unit.  Then, I could try to use TinyML for Predictive Maintenance.  Something to think about.....

 

Thanks to Element14 for the challenge opportunity.

   

 

Links to my other blogs for this challenge

Person Identification using Footstep Vibration Patterns

Vibration Sensor Setup

Vibration Sensor - First Look

Vibration Sensor - Data Capture Setup

Vibration Sensor - Data Capture Program

Vibration Sensor - Upload to Edge Impulse

Vibration Sensor - Evaluating the data

Vibration Sensor - Impulse Design?

  • Sign in to reply
element14 Community

element14 is the first online community specifically for engineers. Connect with your peers and get expert answers to your questions.

  • Members
  • Learn
  • Technologies
  • Challenges & Projects
  • Products
  • Store
  • About Us
  • Feedback & Support
  • FAQs
  • Terms of Use
  • Privacy Policy
  • Legal and Copyright Notices
  • Sitemap
  • Cookies

An Avnet Company © 2025 Premier Farnell Limited. All Rights Reserved.

Premier Farnell Ltd, registered in England and Wales (no 00876412), registered office: Farnell House, Forge Lane, Leeds LS12 2NE.

ICP 备案号 10220084.

Follow element14

  • X
  • Facebook
  • linkedin
  • YouTube