We are aiming at ease of the patient and limiting risks and diseases caused by attached electrodes to body of a patient by developing &nb
UWB Radar Based Detection System
We are aiming at ease of the patient and limiting risks and diseases caused by attached electrodes to body of a patient by developing
“Non-Contact Respiration monitoring system and sending
data to the concerned on a remote location (concept of IoT).”
Respiratory rates (RRs) are monitored using impedance pneumography (IP), which measures the changes in electrical impedance resulting from aeration of the lung and movement of the chest wall through electrodes attached to the chest skin.

Our system will be:
Contact-less and Non-invasive
Radar system used:
Therefore, we will use it to calculate respiration rate in our project.

| Impedance Pneumography (IP) SYSTEM(CONTECTED) | IR-UWB Radar based SYSTEM(CONTECTLESS) |
| Data loss occurs due to wire or electrodes misplacement or displacement | No loss of data due to wires or electrodes displacement |
| Electrode attachment to skin causes skin damage, including eruptions, abrasions and ulcerations to skin.
| No Skin damage or disease |
| Electrodes or cables used may also serve as sources of contagious diseases and require replacements. | Wireless system with NO cable damage and replacement cost |
This project will include an e-health aspect in which we will built a smart hospital compatible based equipment making sure the availability of data to the concerned (doctor or staff) at remote location.
The data collected by the sensor will be filtered. The processed data would be sent to a cloud storage. From the cloud data would be shared to the relevant person. We will develop interface for devices (Android etc.) through which doctor or relevant people can access patient’s data remotely from his office or anywhere.

Impedance Pneumography (IP)
SYSTEM(CONTECTED) 
Data loss occurs due to wire or electrodes misplacement or displacement

Electrode attachment to skin causes skin damage, including eruptions, abrasions and ulcerations to skin.

Electrodes or cables used may also serve as sources of contagious diseases and require replacements.

Project objective:
Non-Contact Respiration monitoring system and algorithm (based on Signal Processing and Machine Learning) design as well as its implementation using X4M06 Radar Development kit (IR-UWB), EMU 8266, Arduino Nano etc. The respiration rate will be shown in real-time on Smartphone App by utilizing cloud services (for remote access of doctor).
Project Implementation method:
We will be using a commercially available IR-UWB (X4M06 Radar Development kit) for this project purpose.
Presenting an illustration below about the implementation of project.

Benefits of Project:
The product may be implemented in various critical areas, especially in hospitals for monitoring the respiration rate of patients in a coma without using connection probes. The patients may be:
The benefits of having a connectionless respiration monitoring include:
Technical Details of final Deliverable:
The final Product will be:
| Elapsed time in (days or weeks or month or quarter) since start of the project | Milestone | Deliverable |
|---|---|---|
| Month 1 | Order of Development kit and research | research work on Radar |
| Month 2 | Algorithm designing and research on formulas | System designing on paper |
| Month 3 | sending signals from radar | Progress report of our work |
| Month 4 | refining of sent signals from radar | Documentation on the advancement of our work |
| Month 5 | will be working on receiving the signals from objective | outcome of our work in the form of document |
| Month 6 | refining of received signals | Received signals on screen |
| Month 7 | Testing and comparing of signal with existing techniques of measuring in the hospitals used now | Accuracy of working Radar report |
| Month 8 | Refining of algorithm or system if needed | Progress report of refined Work |
| Month 9 | Building User Interface | User Interface showing data and signals |
| Month 10 | Building IoT Based App and cloud implementation | App getting data through the cloud |
| Month 11 | Publishing and writing of Work | complete product for contactless real-time IoT enabled breathing rate monitoring system. |
This project takes on the challenge of developing a wearable health monitor for patients a...
Despite advancement in healthcare technologies, prevalence of visual impairment and blindn...
This app will detect the currency image capture by a camera then that image would recogniz...
Industrial safety refers to the management of all operations and events within an ind...
Pakistan is a developing country, and it is facing lots of challenges. Nowadays, one of th...