Portfolio · Case Study

Wireless Patient Monitoring System - 6 Vital Parameter Monitoring

A dual-radio embedded system for continuous ECG, SpO₂, heart rate, respiration, cuffless blood pressure, and temperature monitoring — built for portable, all-day clinical use.

EMBEDDED SYSTEMS MEDICAL GRADE DUAL-RADIO REMOTE MONITORING
Domain MedTech / Clinical Monitoring
Core Platform nRF5340 + nRF7002 + AFE Front Ends
Connectivity BLE 5.x + Wi-Fi 6 (MQTT)
Power Battery (LiPo, USB-C)

Project Overview

This project delivers a portable, clinical-grade patient monitor that tracks the full core vitals set — five-lead ECG, heart rate, SpO₂, respiration rate, cuffless blood pressure, and body temperature — without tethering the patient to a bedside chassis. Signals are acquired by dedicated analog front ends behind a fully isolated patient interface, then digitised and processed on-device.

The monitor streams live waveforms to a companion mobile app over Bluetooth Low Energy, while simultaneously publishing telemetry to a cloud dashboard over Wi-Fi and MQTT — giving clinicians both a bedside view and hospital-wide visibility from a single battery-powered device.

Vital signs monitor end-to-end system operation diagram

The Challenge

Conventional bedside monitors are mains-powered and wired, which limits patient mobility and leaves general wards under-monitored between vitals rounds. The core engineering challenge was building a portable device that keeps full diagnostic-grade ECG and adds continuous cuffless blood pressure, while still streaming waveform-quality data over two radios and lasting a full shift on one battery charge.

System Architecture

A galvanically isolated analog front-end island digitises ECG, SpO₂, respiration, and temperature at the patient. The host SoC filters the signals, computes each vital parameter, and evaluates alarms on-device. From there, data splits across two radios: Bluetooth carries low-latency waveforms to the bedside app, while Wi-Fi carries MQTT telemetry to the cloud dashboard — each radio handling only the traffic it's best suited for.

Vital signs monitor hardware block diagram

Key Features

Diagnostic 5-Lead ECG

Seven-vector ECG and derived respiration from a single isolated electrode set, with no extra patient leads.

Cuffless, Continuous Blood Pressure

Beat-to-beat BP estimation from pulse transit time and PPG morphology — no cuff, no extra hardware.

Dual-Radio Connectivity

BLE for immediate bedside waveform viewing; Wi-Fi + MQTT for cloud telemetry and central surveillance.

Patient-Isolated Design

A fully isolated applied-part island keeps the patient electrically separated from mains-referenced electronics.

All-Day Battery Life

24+ hours of continuous dual-radio operation on a single LiPo charge, aided by Wi-Fi power-save scheduling.

On-Device Alarms

Every alarm condition is evaluated and annunciated locally, so monitoring never depends on network reach.

Engineering Challenges We Solved

Diagnostic-grade ECG in a portable footprint

Microvolt-scale ECG signals demand isolation and shielding that a compact enclosure doesn't easily offer. We built a dedicated isolated front-end island so signal quality matched a bedside monitor without the bedside footprint.

Continuous blood pressure without a cuff

Oscillometric cuffs only sample intermittently. We derived a continuous BP estimate from signals the monitor already acquires — ECG timing and PPG waveform shape — removing the need for separate BP hardware.

Running two radios without draining the battery

Continuous Wi-Fi telemetry alongside BLE waveform streaming is a heavy power draw on a wearable-scale battery. We scheduled Wi-Fi transmission windows and arbitrated shared spectrum between the two radios to hit a full-shift runtime target.

Technologies Used

Wireless SoCNordic nRF5340 (dual-core), nRF Connect SDK, Zephyr RTOS
Wireless & NetworkingBLE 5.x, Wi-Fi 6 (nRF7002), MQTT over TLS
Analog Front EndsADS1294R (ECG/RESP), AFE4490 (SpO₂)
/Firmware DesignnRF SDK with Zypher RTOS
Hardware DesignIsolated bio-sensing PCB layout, mixed-voltage SPI interfacing, RF/analog noise isolation
Power SystemsLiPo battery management, multi-rail regulation, power budgeting

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