{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,25]],"date-time":"2026-02-25T23:04:21Z","timestamp":1772060661286,"version":"3.50.1"},"reference-count":31,"publisher":"MDPI AG","issue":"3","license":[{"start":{"date-parts":[[2022,1,29]],"date-time":"2022-01-29T00:00:00Z","timestamp":1643414400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Sensors"],"abstract":"<jats:p>Drowning is considered amongst the top 10 causes of unintentional death, according to the World Health Organization (WHO). Therefore, anti-drowning systems that can save lives by preventing and detecting drowning are much needed. This paper proposes a robust and waterproof sensor-based device to detect distress in swimmers at varying depths and different types of water environments. The proposed device comprises four main components, including heart rate, blood oxygen level, movement, and depth sensors. Although these sensors were designed to work together to boost the system\u2019s capability as an anti-drowning device, each could operate independently. The sensors were able to determine the heart rate to an accuracy of 1 beat per minute (BPM), 1% SpO2, the acceleration with adjustable sensitivities of \u00b12 g, \u00b14 g, \u00b18 g, and \u00b116 g, and the depth up to 12.8 m. The data obtained from the sensors were sent to a microcontroller that compared the input data to adjustable threshold values to detect dangerous situations. Being in hazardous situations for more than a specific time activated the alarming system. Based on the comparison made in the program and measuring the time of submersion, a message indicating drowning or safe was sent to a lifeguard to continuously monitor the swimmer\u2019 condition via Wi-Fi to an IP address reachable by a mobile phone or laptop. It is also possible to continuously monitor the sensor outputs on the device\u2019s display or the connected mobile phone or laptop. The threshold values could be adjusted based on biometric parameters such as swimming conditions (swimming pool, beach, depth, etc.) and swimmers health and conditions. The functionality of the proposed device was thoroughly tested over a wide range of parameters and under different conditions, both in air and underwater. It was demonstrated that the device could detect a range of potentially hazardous aquatic situations. This work will pave the way for developing an effective drowning sensing system that could save tens of thousands of lives across the globe every year.<\/jats:p>","DOI":"10.3390\/s22031059","type":"journal-article","created":{"date-parts":[[2022,1,30]],"date-time":"2022-01-30T00:12:56Z","timestamp":1643501576000},"page":"1059","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":25,"title":["A Smart Multi-Sensor Device to Detect Distress in Swimmers"],"prefix":"10.3390","volume":"22","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3921-9846","authenticated-orcid":false,"given":"Salman","family":"Jalalifar","sequence":"first","affiliation":[{"name":"School of Engineering, Macquarie University, Sydney, NSW 2109, Australia"}]},{"given":"Afsaneh","family":"Kashizadeh","sequence":"additional","affiliation":[{"name":"Faculty of Electrical and Computer Engineering, Shahid Beheshti University, Tehran 1983969411, Iran"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8526-4325","authenticated-orcid":false,"given":"Ishmam","family":"Mahmood","sequence":"additional","affiliation":[{"name":"School of Engineering, Macquarie University, Sydney, NSW 2109, Australia"}]},{"given":"Andrew","family":"Belford","sequence":"additional","affiliation":[{"name":"School of Engineering, Macquarie University, Sydney, NSW 2109, Australia"}]},{"given":"Nicolle","family":"Drake","sequence":"additional","affiliation":[{"name":"Smile Like Drake Foundation, Brookvale, NSW 2100, Australia"}]},{"given":"Amir","family":"Razmjou","sequence":"additional","affiliation":[{"name":"Centre for Technology in Water and Wastewater, University of Technology Sydney, Sydney, NSW 2052, Australia"}]},{"given":"Mohsen","family":"Asadnia","sequence":"additional","affiliation":[{"name":"School of Engineering, Macquarie University, Sydney, NSW 2109, Australia"}]}],"member":"1968","published-online":{"date-parts":[[2022,1,29]]},"reference":[{"key":"ref_1","unstructured":"World Health Organization (2021, August 28). 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