Wearable Continuous Health Monitoring Band

Project Context

The demand for wearable health monitoring band has made Remote Patient Monitoring (RPM) a crucial focus in modern healthcare. This project was initiated as a Proof-of-Concept (PoC) effort to validate the feasibility of a non-intrusive smart health tracker capable of continuously monitoring vital parameters. 

The device, an example of a miniaturized IoT sensor worn on the arm or wrist, is critical for tracking parameters like continuous heart rate and body temperature, providing real-time location data, and automatically dispatching emergency alerts to caregivers when health metrics drop below warning thresholds. The core objective of the PoC was to engineer a validated, low-power wearable architecture that could successfully demonstrate real-time data streaming to a cloud-based health analytics platform. 

This initial system included foundational API integration necessary to prove connectivity with a dedicated mobile application developed by a third-party partner, confirming the feasibility of an end-to-end patient/user experience.

health monitoring band_wizzdev case study
health monitoring band_wizzdev case study

Project Context

The demand for wearable health monitoring band has made Remote Patient Monitoring (RPM) a crucial focus in modern healthcare. This project was initiated as a Proof-of-Concept (PoC) effort to validate the feasibility of a non-intrusive smart health tracker capable of continuously monitoring vital parameters. 

The device, an example of a miniaturized IoT sensor worn on the arm or wrist, is critical for tracking parameters like continuous heart rate and body temperature, providing real-time location data, and automatically dispatching emergency alerts to caregivers when health metrics drop below warning thresholds. The core objective of the PoC was to engineer a validated, low-power wearable architecture that could successfully demonstrate real-time data streaming to a cloud-based health analytics platform. 

This initial system included foundational API integration necessary to prove connectivity with a dedicated mobile application developed by a third-party partner, confirming the feasibility of an end-to-end patient/user experience.

Hardware Stack

nRF or ESP32 microcontroller with Bluetooth integration.

Custom PCB design.

Rechargeable Lithium-Ion battery via USB-C connector.

Temperature, Hearth Rate and Accelerometer Sensors.

Firmware Stack

Power-optimized embedded software for continuous operation.

OTA firmware update system.

AWS IoT integration for geolocation and sensor data transmission.

Solution Overview

The project of health monitoring band focused on the end-to-end prototype development of a small, low-power sensor for continuous Remote Patient Monitoring (RPM). The main engineering challenge was validating the system’s ability to achieve high data throughput while demonstrating the potential for long battery life.

This proof-of-concept required specialized work, including the Custom PCB design to integrate the microcontroller, sensors, and the USB-C charging circuit. We developed a custom power-optimized embedded software kernel to maximize runtime demonstration. For data validation, we integrated the device with AWS IoT, creating a secure, real-time pipeline for streaming vital signs and geolocation. We also implemented a basic Over-The-Air (OTA) firmware update system to prove serviceability, and developed the API integration layer to connect the cloud to the third-party mobile application for initial data access and alert testing.

What We Achieved

Through this focused prototype development process, we successfully validated the core system architecture of health monitoring band. We achieved a crucial milestone by demonstrating extended battery life that enabled continuous monitoring for a minimum of 7 days on a single charge, a key proof-of-concept for the final RPM product. We established actionable data integrity by successfully demonstrating a secure data throughput path from the custom hardware to the mobile app for immediate validation. We proved system longevity feasibility by implementing a functional OTA mechanism. Finally, the successful prototype delivery was completed within the defined schedule constraints, delivering a validated MVP ready for the next phase of industrialization.

Project Duration Estimate

Stage Min   h Max   h

Core software & system tasks

Software Skeleton and PoC hardware
18
24
Software modules Implementation
258
529
Security and Over-The-Air (OTA) updates implementation
52
92
Running software on designed PCB – Integration and testing
30
50

Hardware development

Component selection
15
42
Schematic drawing
23
34
Component package drawing
8
17
PCB routing
15
34
Production files & component ordering
8
13
Assembly
4
8
Hardware Testing
30
50

Project management & support

Project management
78
112
Quality Assurance
11
17
Documentation and housekeeping
38
59

Total estimated time

654
1200

Note: To the final total project estimated time might be added up to 15% of time for risk assessment.

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