Literature DB >> 29457803

Temperature and Humidity Calibration of a Low-Cost Wireless Dust Sensor for Real-Time Monitoring.

Hannaneh Hojaiji1, Haik Kalantarian2, Alex A T Bui3, Christine E King2, Majid Sarrafzadeh2.   

Abstract

This paper introduces the design, calibration, and validation of a low-cost portable sensor for the real-time measurement of dust particles within the environment. The proposed design consists of low hardware cost and calibration based on temperature and humidity sensing to achieve accurate processing of airborne dust density. Using commercial particulate matter sensors, a highly accurate air quality monitoring sensor was designed and calibrated using real world variations in humidity and temperature for indoor and outdoor applications. Furthermore, to provide a low-cost secure solution for real-time data transfer and monitoring, an onboard Bluetooth module with AES data encryption protocol was implemented. The wireless sensor was tested against a Dylos DC1100 Pro Air Quality Monitor, as well as an Alphasense OPC-N2 optical air quality monitoring sensor for accuracy. The sensor was also tested for reliability by comparing the sensor to an exact copy of itself under indoor and outdoor conditions. It was found that accurate measurements under real-world humid and temperature varying and dynamically changing conditions were achievable using the proposed sensor when compared to the commercially available sensors. In addition to accurate and reliable sensing, this sensor was designed to be wearable and perform real-time data collection and transmission, making it easy to collect and analyze data for air quality monitoring and real-time feedback in remote health monitoring applications. Thus, the proposed device achieves high quality measurements at lower-cost solutions than commercially available wireless sensors for air quality.

Entities:  

Keywords:  biomedical sensors; calibration; dust density; environmental sensing; humidity; temperature; wearable sensors

Year:  2017        PMID: 29457803      PMCID: PMC5813487          DOI: 10.1109/SAS.2017.7894056

Source DB:  PubMed          Journal:  2017 IEEE Sens Appl Symp (SAS) (2017)


  5 in total

Review 1.  On the use of small and cheaper sensors and devices for indicative citizen-based monitoring of respirable particulate matter.

Authors:  Milena Jovašević-Stojanović; Alena Bartonova; Dušan Topalović; Ivan Lazović; Boris Pokrić; Zoran Ristovski
Journal:  Environ Pollut       Date:  2015-09-03       Impact factor: 8.071

2.  The design of a decentralized electronic triage system.

Authors:  Tammara Massey; Tia Gao; Matt Welsh; Jonathan H Sharp; Majid Sarrafzadeh
Journal:  AMIA Annu Symp Proc       Date:  2006

Review 3.  The changing paradigm of air pollution monitoring.

Authors:  Emily G Snyder; Timothy H Watkins; Paul A Solomon; Eben D Thoma; Ronald W Williams; Gayle S W Hagler; David Shelow; David A Hindin; Vasu J Kilaru; Peter W Preuss
Journal:  Environ Sci Technol       Date:  2013-10-03       Impact factor: 9.028

4.  Accelerometer-based on-body sensor localization for health and medical monitoring applications.

Authors:  Alireza Vahdatpour; Navid Amini; Wenyao Xu; Majid Sarrafzadeh
Journal:  Pervasive Mob Comput       Date:  2011-12       Impact factor: 3.453

5.  HIPAA Compliant Wireless Sensing Smartwatch Application for the Self-Management of Pediatric Asthma.

Authors:  Anahita Hosseini; Chris M Buonocore; Sepideh Hashemzadeh; Hannaneh Hojaiji; Haik Kalantarian; Costas Sideris; Alex A T Bui; Christine E King; Majid Sarrafzadeh
Journal:  Int Conf Wearable Implant Body Sens Netw       Date:  2016-07-21
  5 in total
  8 in total

Review 1.  A Review of Low-Cost Particulate Matter Sensors from the Developers' Perspectives.

Authors:  Brigida Alfano; Luigi Barretta; Antonio Del Giudice; Saverio De Vito; Girolamo Di Francia; Elena Esposito; Fabrizio Formisano; Ettore Massera; Maria Lucia Miglietta; Tiziana Polichetti
Journal:  Sensors (Basel)       Date:  2020-11-29       Impact factor: 3.576

2.  Advantages and challenges of the implementation of a low-cost particulate matter monitoring system as a decision-making tool.

Authors:  Víctor Caquilpán P; Gabriel Aros G; Sebastián Elgueta A; Rodrigo Díaz S; Gonzalo Sepúlveda K; Carlos Sierralta J
Journal:  Environ Monit Assess       Date:  2019-10-24       Impact factor: 2.513

Review 3.  Towards an integrated framework for air quality monitoring and exposure estimation-a review.

Authors:  Savina Singla; Divya Bansal; Archan Misra; Gaurav Raheja
Journal:  Environ Monit Assess       Date:  2018-08-31       Impact factor: 2.513

4.  Exploring Evaluation Variables for Low-Cost Particulate Matter Monitors to Assess Occupational Exposure.

Authors:  Sander Ruiter; Eelco Kuijpers; John Saunders; John Snawder; Nick Warren; Jean-Philippe Gorce; Marcus Blom; Tanja Krone; Delphine Bard; Anjoeka Pronk; Emanuele Cauda
Journal:  Int J Environ Res Public Health       Date:  2020-11-19       Impact factor: 3.390

5.  Validating and Comparing Highly Resolved Commercial "Off the Shelf" PM Monitoring Sensors with Satellite Based Hybrid Models, for Improved Environmental Exposure Assessment.

Authors:  Dan Lesser; Itzhak Katra; Michael Dorman; Homero Harari; Itai Kloog
Journal:  Sensors (Basel)       Date:  2020-12-24       Impact factor: 3.576

6.  Biomass-fuelled improved cookstove intervention to prevent household air pollution in Northwest Ethiopia: a cluster randomized controlled trial.

Authors:  Mesafint Molla Adane; Getu Degu Alene; Seid Tiku Mereta
Journal:  Environ Health Prev Med       Date:  2021-01-04       Impact factor: 3.674

7.  From a Low-Cost Air Quality Sensor Network to Decision Support Services: Steps towards Data Calibration and Service Development.

Authors:  Tiago Veiga; Arne Munch-Ellingsen; Christoforos Papastergiopoulos; Dimitrios Tzovaras; Ilias Kalamaras; Kerstin Bach; Konstantinos Votis; Sigmund Akselsen
Journal:  Sensors (Basel)       Date:  2021-05-05       Impact factor: 3.576

8.  Personal strategies to minimise effects of air pollution on respiratory health: advice for providers, patients and the public.

Authors:  Christopher Carlsten; Sundeep Salvi; Gary W K Wong; Kian Fan Chung
Journal:  Eur Respir J       Date:  2020-06-04       Impact factor: 16.671

  8 in total

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