Cluster-Analysis-Based User-Adaptive Fall Detection Using Fusion of Heart Rate Sensor and Accelerometer in a Wearable Device
Objective
The main objective of this project is to detect fall of Patient using MEMS sensor and monitor Heart Beat in Server
Abstract
This project proposes an automatic fall detector in a wearable device that can reduce risks by detecting falls and promptly alerting caregivers. For this purpose, we propose cluster-analysis-based user-adaptive fall detection using a fusion of heart rate sensor and accelerometer. The objectives of the proposed fall detector are to have high accuracy with a low-complexity model regardless of diverse conditions. In addition, we verify the performance increment of combining a heart rate sensor with an accelerometer and the effectiveness of the cluster-analysis-based anomaly detection. We also show the effectiveness of the user-adaptive method when using both heart rate and acceleration signals.
In case of any abnormal orientation data values of the user, the system will send an alarm message via GSM to the caretaker. The system design considers a simple and low-cost design with acceptable power consumption rate.
Keywords: Arduino uno, MEMS sensor, GSM, LCD, Buzzer, Power supply
NOTE: Without the concern of our team, please don't submit to the college. This Abstract varies based on student requirements.
Block Diagram
Specifications
Hardware Requirements:
- Arduino
- MEMS sensor
- Heartbeat Sensor
- GSM/GPRS Module
- LCD
- Buzzer
- Power supply
Software Requirements:
- Arduino IDE
- Embedded C
- Fritzing
Learning Outcomes
- Arduino pin diagram and architecture.
- How to install Arduino IDE software
- Setting up and installation procedure for Arduino
- Introduction to Arduino IDE
- Basic coding in Arduino IDE
- Working on MEMS sensor
- Working on LCD
- Working on GSM
- Working on Buzzer
- How to interface GSM with Arduino uno?
- How to interface MEMS sensor with Arduino uno?
- How to interface LCD with Arduino uno?
- How to interface Buzzer with Arduino uno?
- About Project Development Life Cycle:
- Planning and Requirement Gathering ((Hardware components, etc.,)
- Hardware development and debugging
- Development of the Project and Output testing
- Practical exposure to:
- Hardware tools.
- Solution providing for real time problems.
- Working with team/ individual.
- Work on Creative ideas.
- Project development Skills
- Problem analyzing skills
- Problem solving skills
- Creativity and imaginary skills
- Testing skills
- presentation skills
- Thesis writing skills
Related Projects
Paper Publishing
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Disclaimer - Takeoff Edu Group Projects, are not associated or affiliated with IEEE, in any way. The IEEE Projects mentioned here are mentioned in the context of student projects, whose ideas are derived from IEEE publications, and not projects of or by IEEE.
