Our mission is to provide the most integrated real-time AI-driven multi-sport athlete performance tracking system in pro sports

2 Real-time Live data and actionable insights to support evidence-based coaching and game management Artificial Intelligence To unlock the full potential of our Integrate: system data through pattern recognition Fully mobile with private cloud and predictive analytics and autonomous offline operation

Multi-sport Smooth system adaptation across Integrate: data sports with player customization Entire player-tracking history and ability to receive input from other data sources

3 Barin Pro Gen 3

GPS Glonass Beidou

Cloud Data Back-up (optional)

Proprietary Secure wi-fi radio protocol

Base station is private cloud Tablet for real-time in-hand & functional offline visualization & analytics

Match-box sized device and heart rate monitor Barin Pro Gen 3

Condition Performance

Real- Tactics time

5 Where we are now Barin Pro Gen 3

Performance Condition Tactics

Speed HR Distance between SpeedAVG Average HR players SpeedMAXX Total Energy Expenditure HR Zone 1 Distance between lines Metabolic Power HR Zone 2 Squad length Dynamics Indicator HR Zone 3 Squad width Anaerobic Index Count Sprints HR Zone 4 Heatmap Count Accelerations HR Zone 5 Thirds Count Decelerations Recovery Time Formations Change Direction Left Recovery Time Top Goals Scored Change Direction Right Work Ratio Heart Exertion Goals Conceded Distance in speed zone 1 Yellow Card Distance in speed zone 2 Red Card Distance in speed zone 3 Distance in speed zone 4 Starting 11 Distance in speed zone 5 Tactical Formation Total Distance Equivalent Distance High Metabolic Load Distance 6 Last Sprint Distance Our goal 360o Sports Team Management… Powered by AI Real- time

Advanced Tactics AI Condition Medical

Performance

7 Remote Unit

╺ 9 axis inertial measurement unit ╺ precise GPS module ╺ proprietary long range radio module ╺ wifi and module ╺ up to 32 GB embedded memory ╺ i.MX RT MCU ╺ powered by NuttX

8 Remote Unit organization

NuttX user Barin sports algorithms and application space

Nuttx kernel , high-level drivers, network stacks NuttX Kernel Space low-level drivers (MCU specific)

Hardware sensors, power control and other peripherals

9 Why NuttX?

Real-time ╺ easy and well know application VxWorks- Scalable development (very similar to linux) like ╺ many supported features as file systems, network stacks, external memories and others

╺ application portability to different Modular Flexible MCU (supported by NuttX) design

╺ easy application porting from Linux to Posix/ANSI- NuttX like

10 Challenges which we faced

- Creating initial port for new MCU in NuttX (i.MX RT) - Special thanks to Mr. Gregory Nutt for his help in the initial port and to all other developers which work on the support of i.MX RT family - writing the required low-level drivers

11 Fota update eMMC memory

Store the Read firmware Firmware

Proprietary i.MX RT radio QSPI Nor Flash Download Write firmware Firmware

MTD memory FTL block driver FlexSPI driver

12 Ongoing contributions

╺ MTD driver for IS25LP128 QSPI NoR Flash ╺ FlexSPI driver for i.MX RT ╺ Add support for fast mode operation for eMMC memories MMC 4.5 standard ╺ Implement dynamic clock change algorithm based on CPU load ╺ Libraries and for Artificial intelligence

13 Thank you very much!

Ivan Ucherdzhiev email: [email protected]

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