Maternal Physical Activity Recognition System using Wearable Sensors

We propose a physical activity recognition and monitoring system based on wearable sensors during maternity. A physical activity can either create or prevent health issues during a given stage of pregnancy depending on its intensity. Thus, it becomes very important to provide continuous feedback by

Project Title

Maternal Physical Activity Recognition System using Wearable Sensors

Project Area of Specialization

Wearables and Implantable

Project Summary

We propose a physical activity recognition and monitoring system based on wearable sensors during maternity. A physical activity can either create or prevent health issues during a given stage of pregnancy depending on its intensity. Thus, it becomes very important to provide continuous feedback by recognizing a physical activity and its intensity. However, such continuous monitoring is very challenging during the whole period of maternity.

The implementation of the project consists of following: (1) Collection of data through Sensors. (2) Raspberry-PI based platform for data acquisitioning. (3) Data link for transmission of data from Sensors to Raspberry-PI.(4) Feature extraction.(5) Recognizing activity.(6) GSM Module.

Project Objectives

• Raspberry-PI and GSM based real-time activities and health monitoring of gravida to avoid unfavorable situation in case of emergency.
• Time non-consuming and close supervision of gravida.
• To overcome adverse pregnancy complications and birth outcomes.
• Home Supervision.

Project Implementation Method

               Figure 1: (a) Hardware and (b) Software overview of proposed System.

Figure 2: Architecture

Benefits of the Project

• Physical Activity Recognition (PAR) are applied on several applications like security and surveillance processes or the processes of monitoring a patients’ health condition.
• PAR systems within these fields are able to support or even replace human operators in order to enhance the efficiency and effectiveness of the observation and analysis process.
• This Project can be further utilized for:

1. Saving lives.

Technical Details of Final Deliverable

• Technology development for PAR system and on-board platform for data acquisitioning.
• Technology development for establishing gateway/Hardware datalink between on-board raspberry-PI and sensors during PAR system.
• GSM and Raspberry PI based system for data acquisition and recognition.
• Theoretical analysis and technical reports of implemented systems.
• Finalized achieved results in forms of tables, graphs and charts.

Final Deliverable of the Project

HW/SW integrated system

Core Industry

Medical

Other Industries

Health

Core Technology

Wearables and Implantables

Other Technologies

Artificial Intelligence(AI), Internet of Things (IoT)

Sustainable Development Goals

Good Health and Well-Being for People

Required Resources

If you need this project, please contact me on contact@adikhanofficial.com