Wearable Running Training Data Acquisition System Based on Intelligent Computer Technology

Comput Math Methods Med. 2022 Jul 1:2022:4508570. doi: 10.1155/2022/4508570. eCollection 2022.

Abstract

Because the instantaneous motion of running training changes rapidly, the acquisition accuracy is low. Therefore, a wearable running training data acquisition system based on intelligent computer technology is designed. In the hardware design of the system, by setting the registers of the main control chip, inertial sensor, and magnetic sensor, the acceleration and angular velocity information of motion exist in the data format of binary complement. Bluetooth realizes the transparent transmission of data between hardware and software. The system software uses LDA recognition algorithm to decompose the dynamic data transmitted by Bluetooth into multiple static data and collect the final motion data through training. The experimental results show that the designed system has good quality and high accuracy in motion detection and counting.

MeSH terms

  • Acceleration
  • Computers
  • Humans
  • Running*
  • Technology
  • Wearable Electronic Devices*