Heart rate and blood pressure measurement based on photoplethysmogram signal using fast Fourier transform. (July 2022)
- Record Type:
- Journal Article
- Title:
- Heart rate and blood pressure measurement based on photoplethysmogram signal using fast Fourier transform. (July 2022)
- Main Title:
- Heart rate and blood pressure measurement based on photoplethysmogram signal using fast Fourier transform
- Authors:
- Sharma, Ashish
Tanwar, Rahul Singh
Singh, Yash
Sharma, Ajay
Daudra, Shaktiraj
Singal, Gaurav
Gadekallu, Thippa Reddy
Pancholi, Sidharth - Abstract:
- Abstract: Physiological measurements are an important parameter of a person's health. Therefore, we must take the information about our body's physiological measurements to remain updated with our health status. There are a huge number of patients and few physicians in this world. This is creating an imbalance in the health industry. To cope with the imbalance, there is a high need for an application that allows users to monitor their health in case of an emergency. This paper proposes novel algorithms and methods to measure a person's heart rate and blood pressure using photoplethysmography (PPG) signals. PPG signals are captured through the Android cell phone flashlight camera. The heart rates calculated from the android application are compared with the digital blood pressure and heart rate monitor medical device, we achieved an encouraging accuracy of nearly 98%. Graphical abstract: Highlights: We have proposed a sliding window average based on heartbeat detection algorithms and architecture. FFT-based decomposition of signals and finding local and global amplitude to detect the correct heartbeat signal. Our proposed soluation is more accurate and faster than previous techniques to measure heartbeat and blood pressure.
- Is Part Of:
- Computers & electrical engineering. Volume 101(2022)
- Journal:
- Computers & electrical engineering
- Issue:
- Volume 101(2022)
- Issue Display:
- Volume 101, Issue 2022 (2022)
- Year:
- 2022
- Volume:
- 101
- Issue:
- 2022
- Issue Sort Value:
- 2022-0101-2022-0000
- Page Start:
- Page End:
- Publication Date:
- 2022-07
- Subjects:
- Heart rate -- Blood pressure -- PPG -- FFT -- Smartphone -- Android
Computer engineering -- Periodicals
Electrical engineering -- Periodicals
Electrical engineering -- Data processing -- Periodicals
Ordinateurs -- Conception et construction -- Périodiques
Électrotechnique -- Périodiques
Électrotechnique -- Informatique -- Périodiques
Computer engineering
Electrical engineering
Electrical engineering -- Data processing
Periodicals
Electronic journals
621.302854 - Journal URLs:
- http://www.sciencedirect.com/science/journal/00457906/ ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.compeleceng.2022.108057 ↗
- Languages:
- English
- ISSNs:
- 0045-7906
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3394.680000
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