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CASE STUDIES

Athlete Movement Dynamics Monitoring System

Project:

2023

Industry:

Sports Technology / IoT and Professional Electronics

Client Business Profile:

Manufacturer of next-generation autonomous telemetric systems. The company designs and commercializes advanced wearable devices (wearables) and proprietary analytical platforms for ultra-precise monitoring of biomechanics, motor skills, and movement dynamics of athletes in team and individual sports.

Project:
Industry:
Client Business Profile:

2023

Sports Technology / IoT and Professional Electronics

Manufacturer of next-generation autonomous telemetric systems. The company designs and commercializes advanced wearable devices (wearables) and proprietary analytical platforms for ultra-precise monitoring of biomechanics, motor skills, and movement dynamics of athletes in team and individual sports.

High Maintenance Costs
Location
Dependency
Energy-Intensive Devices

Challenges

The client needed to develop an innovative solution enabling precise monitoring of athlete movement without relying on camera systems like Hawk-Eye or local radio systems—which would require enormous financial investment, time-consuming calibration, and would be confined to a specific location. Meanwhile, GPS technology:

  • Would fail in enclosed facilities and have too low a refresh rate to capture micro-movements.
  • Would be energy-intensive, significantly shortening device operating time and requiring frequent battery charging.
  • Heavy and cumbersome, would negatively impact user comfort during training and competitions.

Solution

  • Utilization of machine learning techniques and signal processing methods to develop algorithms enabling precise determination of key movement parameters, such as distance, speed, acceleration and deceleration, and directional changes, based on data from wearable sensors (accelerometers and gyroscopes).
  • Careful selection of signal parameters and optimization of data processing workflows, ensuring high measurement accuracy in complex conditions of multidirectional movement with variable dynamics and intensity.

Client Benefits

Exceptionally Precise Movement Dynamics Measurements

Even in highly complex conditions.

Flexibility in Training Location Selection

Ability to use the device both in open spaces and in enclosed sports facilities.

Improved User Comfort

Thanks to smaller and lighter devices.

Better Understanding of Athlete Performance

Optimization of training programs and increased athlete safety.

Minimized Project Costs

No need to invest in equipment such as camera systems, radio systems, or navigation systems.

Competitive Advantage

Innovative system ready for commercialization.