IoT-based Tetra Health Surveillance System (THSS)

Sandip Roy; Debanwita Ghosh; Debdulal Sau; Shubhrajit Nandy; Meghasweta Pal; Riju Bhattacherjee; Rupanjana Das; Dr. Rajesh Bose

doi:10.18535/ijsrm/v9i12.ec01

Abstract

Nowadays, we are very conscious about our health because of how the covid-19 virus has changed our day-to-day life. IoT healthcare devices can be really helpful in this pandemic situation when we are all stuck in our homes. We have witnessed that IoT devices got very popular during this pandemic and the term ‘IoT’ also got really famous in the healthcare industry. If the hospital is far away from someone’s home, then using these portable monitoring devices one can keep track of their well-being. Health is the most important aspect for any individual, so in this paper, we propose a solution named the IoT-based Tetra Health Surveillance System (THSS) which helps us to monitor people who live by themselves or elderly people who want to continuously monitor their vitals due to underlying health conditions. Our proposed solution also displays the Temperature and Humidity, Blood pressure, Body Temperature, and SpO2/Blood Oxygen level at any given moment. This work will have a significant technical and commercial benefit because an individual can monitor all their vitals in one place and they don’t have to buy separate pieces of equipment to monitor each one of their vitals. This proposed device can be an all-in-one solution that is cost-effective and easy to use.

Keywords

Healthcare Monitoring SystemTetra Health Surveillance SystemHealthcare DeviceIoT based Health

References

Ahona Ghosh, Sandip Roy, Haraprasad Mondal, Suparna Biswas, & Rajesh Bose (2021). Mathematical modelling for decision making of lockdown during COVID-19. Applied Intelligence, 1-17.Google Scholar ↗
Arkadeep Nandi, Sandipan Basu, Abhisek Kumar, Prajoy Dutta (2021). IOT/CLOUD-BASED HEALTH MONITORING SYSTEM (TEMP, PULSE RATE, SpO2). RCC INSTITUTE OF INFORMATION TECHNOLOGY, CANAL SOUTH ROAD, BELIAGHATA, KOLKATA - 700015, WEST BENGAL, Maulana Abul Kalam Azad University of Technology (MAKAUT).Google Scholar ↗
Sonam Gupta, Lipika Goel, Abhay Kumar Agarwal (2021) A Novel Framework of Health Monitoring Systems. International Journal of Big Data and Analytics in Healthcare, Volume 6 • Issue 1 • January-June 2021.Google Scholar ↗
Indranil Sarkar, Bijoy Pal, Arnab Datta, Sandip Roy (2020). Wi-Fi-based portable weather station for monitoring temperature, relative humidity, pressure, precipitation, wind speed, and direction. In Information and Communication Technology for Sustainable Development (pp. 399-404). Springer, Singapore.Google Scholar ↗
K.V. Sowmya, V. Teju (2021) AN EFFICIENT HEALTH MONITORING SYSTEM WITH TEMPERATURE AND HEART RATE SENSORS USING IoT. European Journal of Molecular & Clinical Medicine ISSN 2515-8260 Volume 08, Issue 2, 2021.Google Scholar ↗
Sanjay Balwani, Anil Bavaskar, Irfan Javed, Sarfraz Ali (2020) An IoT-based Healthcare for Remote Patient Monitoring System. Annals of R.S.C.B., ISSN: 1583-6258, Vol. 24, Issue 2, 2020.Google Scholar ↗
Ms. Yedavally Shivani, Ms. Ravulapati Dharani, Ms. Aruva Neelima, Dr. M. Varaprasad Rao (2020) PATIENT HEALTH MONITORING WITH DOCTOR ALERT REPORTING OVER IOT. Journal of Interdisciplinary Cycle Research Volume XII, Issue IV, April/2020 ISSN NO: 0022-1945 Volume XII, Issue IV, April/2020.Google Scholar ↗
G. Joga Rao, P. Karthik, G. Sai Sameer Kumar, N. Ajay, K. Anil Kumar, J. Durga Prasad(2020) Health Monitoring System of Patients Using IoT. International Journal of Scientific Research in Science, Engineering, and Technology © 2020 IJSRSET | Volume 7 | Issue 2 | Print ISSN: 2395-1990 | Online ISSN: 2394-4099.Google Scholar ↗
Shashidhar R, Abhilash S, Sahana V, Alok N A, Roopa M (2020) Iot Cloud: In Health Monitoring System INTERNATIONAL JOURNAL OF SCIENTIFIC & TECHNOLOGY RESEARCH VOLUME 9, ISSUE 01, JANUARY 2020 ISSN 2277-8616.Google Scholar ↗
Md. Abbas Ali Khan, Md. Sadekur Rahman (2019) IoT-BASED PULSE RATE AND BODY TEMPERATURE MONITORING SYSTEM.DAFFODIL INTERNATIONAL UNIVERSITY DHAKA, BANGLADESH DECEMBER 2019.Google Scholar ↗
LIM CHEE YUAN (2019) IoT BASED HEALTH MONITORING SYSTEM Lee Kong Chian Faculty of Engineering and Science University Tunku Abdul Rahman.Google Scholar ↗
Biju Rajan B1, Amanraj S2, Akhil S3, Nayana S41 Assistant Professor, Dept. of EEE, VKCET, Thiruvananthapuram.2,3,4, Student, Dept. of EEE, VKCET, Thiruvananthapuram(2019).IoT based Distribution Transformer Health Monitoring System using Arduino, Nodemcu and Thingspeak.Google Scholar ↗
Fahim Faisal, Syed Akhter Hossain (2019), IoT Based Remote Medical Diagnosis System Using NodeMCU Dept. of Computer Science and Engineering Daffodil International University Dhaka, Bangladesh.Google Scholar ↗
Md. Sharif Hasnat, Shamim-Al-Mamun, Fariha Hossain, Sumaiya Hossain (2019), United International University Dhaka, Bangladesh February, 2019Google Scholar ↗
Khin Thet Wai, Nyan Phyo Aung, Lwin Htay (2019), Internet of Things (IoT) Based Healthcare Monitoring System using NodeMCU and Arduino UNO Khin Thet Wai, Nyan Phyo Aung, Lwin Htay Department of Electronic Engineering, Technological University, Mandalay, Myanmar.Google Scholar ↗
Md. Raseduzzaman Ruman, Khan Roushan Jahan, Amit Barua, Md. Jamil Roni, Waladur Rahman(2020),IoT Based Emergency Health Monitoring System,2020 International Conference on Industry 4.0 Technology (I4Tech) Vishwakarma Institute of Technology, Pune, India. Feb 13-15, 2020.Google Scholar ↗
Ramesh Saha1, Suparna Biswas2 • Satyajit Sarmah, Sushanta Karmakar3,Pranesh Das1 A Working Prototype Using DS18B20 Temperature Sensor and Arduino for Health Monitoring Received: 12 December 2020 / Accepted: 16 December 2020 / Published online: 12 January 2021 The Author(s), under exclusive licence to Springer Nature Singapore Pte Ltd. part of Springer Nature 2021.Google Scholar ↗
Salam khalaf Abdullah1(2019), Remote Heart Rate Monitor System using NodeMCU Microcontroller and easy pulse sensor v1.1, Institute of Technology-Baghdad, Middle Technical University, Baghdad, Iraq Email: hassan19851988@yahoo.com (Alhassan H Ismail).Google Scholar ↗
TEJ PRAKASH SAHU1, DR. VINAY KUMAR JAIN2(2020), IoT based Patient Monitoring System 1(ME, Student) Department of Electronics & Telecommunication Engineering, Shri Shankaracharya Group of Institutions SSTC Junwani Bhilai (CG) 2Asso. Professor & Head of Department of Electronics and Telecommunication Shri Shankaracharya Group of Institutions SSTC Junwani Bhilai (CG).Google Scholar ↗
Prasun Biswas1, Shreyashi Haldar2(2020), Remote Health Monitoring System using Internet of Things,UG Student, Department of Electrical Engineering, RCC Institute of Information Technology, MAKAUT, Kolkata, INDIA.Google Scholar ↗
Khin Thet Wai, Nyan Phyo Aung, Lwin Lwin Htay, Internet of Things (IoT) Based Healthcare Monitoring System using NodeMCU and Arduino UNO, Department of Electronic Engineering, Technological University, Mandalay, Myanmar, e-ISSN: 2456 – 6470, Volume 3 Issue 5, August 2019.Google Scholar ↗
Biju Rajan B, Amanraj S, Akhil S, Nayana S, IoT based Distribution Transformer Health Monitoring System using Arduino, Nodemcu and Thingspeak, Assistant Professor, Dept. of EEE, VKCET, Thiruvananthapuram.Student, Dept. of EEE, VKCET, Thiruvananthapuram, ISSN: 2278-0181, Vol. 8 Issue 04, April-2019.Google Scholar ↗
Prajoona Valsalan, Tariq Ahmed Barham Baomar, Ali Hussain Omar Baabood, IOT BASED HEALTH MONITORING SYSTEM, Department of Electrical and Computer Engineering, Dhofar University, Salalah, Sultanate of Oman, ISSN- 2394-5125, Vol 7, Issue 4, 2020.Google Scholar ↗
Shivkumar Dharmoji, Akshata Anigolkar, Prof. Shraddha M, IoT based Patient Health Monitoring using ESP8266, Student, Electronics and Communication Department, Jain College of Engineering, Belagavi, India, e-ISSN: 2395-0056, Volume: 07 Issue: 03, Mar 2020.Google Scholar ↗
MANDUVA SIRI CHANDANA, Dr.M.R.ARUN, An IoT based Patient Health Monitoring System using Node MCU, M.Tech Scholar, Dept. Of ECE, PBR Visvodaya Institute of Technology& Science Kavali, SPSR Nellore (D.T), A.P, e-ISSN: 2395-0056, Volume: 07 Issue: 10 ,Oct 2020.Google Scholar ↗
Richa, Anwesha Das, Ajeet Kumar Kushwaha, Prof. Mini Sreejeth, An IoT based Health Monitoring System using Arduino Uno, Department of Electrical Engineering, Delhi Technology University, New Delhi, ISSN: 2278-0181, Vol. 10 Issue 03, March-2021.Google Scholar ↗
Sudha Senthilkumar, Brindha, Abishek Kumar, Patients Health monitoring System using IOT, School of Information Technology and Engineering, Vellore Institute of Technology, Vellore, Tamil Nadu, India, Vol.10, No.4 , April-2019.Google Scholar ↗
Md. Raseduzzaman Ruman, Khan Roushan Jahan, Amit Barua, Md. Jamil Roni, Waladur Rahman, Md. Foyjur Rahman, IoT Based Emergency Health Monitoring System, Electrical & Electronic Engineering American International University- Bangladesh, Dhaka, Feb 13-15, 2020.Google Scholar ↗
Noushin Jannal, M. tanzeeb Rubaiat Haque, IOT Based Health Monitoring & Fall Detection System, International Journal Of Scientific & Engineering Research, ISSN 2229-5518, Volume 10, Issue 6, June-2019.Google Scholar ↗
P. Jebane, P. Anusuya, M.Suganya, S. Meena, M. Diana amutha priya, IOT BASED HEALTH MONITORING AND ANALYSING SYSTEM USING THINGSPEAK CLOUD & ARDUINO, Electronics and Communication Engineering, Fatima Michael College of engineering and technology, Madurai, India, ISSN NO 2582-0958, Volume 5, Issue 4, August 2021.Google Scholar ↗
Banashree Debnath, Rajesh Dey, & Sandip Roy (2019, February). Smart switching system using bluetooth technology. In 2019 Amity International Conference on Artificial Intelligence (AICAI) (pp. 760-763). IEEE.Google Scholar ↗
Roy, S., Biswas, S. P., Mahata, S., & Bose, R. (2018, October). Time series forecasting using exponential smoothing to predict the major atmospheric pollutants. In 2018 International Conference on Advances in Computing, Communication Control and Networking (ICACCCN) (pp. 679-684). IEEE.Google Scholar ↗
Bose, R., Chakraborty, S., & Roy, S. (2019, February). Explaining the workings principle of cloud-based multi-factor authentication architecture on banking sectors. In 2019 Amity International Conference on Artificial Intelligence (AICAI) (pp. 764-768). IEEE.Google Scholar ↗
Bose, R., Roy, S., Mondal, H., Chowdhury, D. R., & Chakraborty, S. (2021). Energy-efficient approach to lower the carbon emissions of data centers. Computing, 1-19.Google Scholar ↗
Bose, R., Dey, R. K., Roy, S., & Sarddar, D. (2020). Time series forecasting using double exponential smoothing for predicting the major ambient air pollutants. In Information and communication technology for sustainable development (pp. 603-613). Springer, Singapore.Google Scholar ↗
Roy, S., Bose, R., & Sarddar, D. (2017). Smart and healthy city protecting from carcinogenic pollutants. Int. J. Appl. Environ. Sci, 12, 1661-1692.Google Scholar ↗
Bose, R., Saha, M. K., & Sarddar, D. (2015). Fog computing made easy with the help of Citrix and Billboard manager. International Journal of Computer Applications, 121(7), 19-23.Google Scholar ↗
Roy, S., Sen, A., Roy, T., & Sarddar, D. (2015). Energy Efficient WMSN for Virtual Sensor-Based Global Information Sharing using Mobile Cloud. International Journal of Scientific & Engineering Research, 6(6), 1127.Google Scholar ↗

[refR-1] Ahona Ghosh, Sandip Roy, Haraprasad Mondal, Suparna Biswas, & Rajesh Bose (2021). Mathematical modelling for decision making of lockdown during COVID-19. Applied Intelligence, 1-17.Google Scholar ↗

[refR-2] Arkadeep Nandi, Sandipan Basu, Abhisek Kumar, Prajoy Dutta (2021). IOT/CLOUD-BASED HEALTH MONITORING SYSTEM (TEMP, PULSE RATE, SpO2). RCC INSTITUTE OF INFORMATION TECHNOLOGY, CANAL SOUTH ROAD, BELIAGHATA, KOLKATA - 700015, WEST BENGAL, Maulana Abul Kalam Azad University of Technology (MAKAUT).Google Scholar ↗

[refR-3] Sonam Gupta, Lipika Goel, Abhay Kumar Agarwal (2021) A Novel Framework of Health Monitoring Systems. International Journal of Big Data and Analytics in Healthcare, Volume 6 • Issue 1 • January-June 2021.Google Scholar ↗

[refR-4] Indranil Sarkar, Bijoy Pal, Arnab Datta, Sandip Roy (2020). Wi-Fi-based portable weather station for monitoring temperature, relative humidity, pressure, precipitation, wind speed, and direction. In Information and Communication Technology for Sustainable Development (pp. 399-404). Springer, Singapore.Google Scholar ↗

[refR-5] K.V. Sowmya, V. Teju (2021) AN EFFICIENT HEALTH MONITORING SYSTEM WITH TEMPERATURE AND HEART RATE SENSORS USING IoT. European Journal of Molecular & Clinical Medicine ISSN 2515-8260 Volume 08, Issue 2, 2021.Google Scholar ↗

[refR-6] Sanjay Balwani, Anil Bavaskar, Irfan Javed, Sarfraz Ali (2020) An IoT-based Healthcare for Remote Patient Monitoring System. Annals of R.S.C.B., ISSN: 1583-6258, Vol. 24, Issue 2, 2020.Google Scholar ↗

[refR-7] Ms. Yedavally Shivani, Ms. Ravulapati Dharani, Ms. Aruva Neelima, Dr. M. Varaprasad Rao (2020) PATIENT HEALTH MONITORING WITH DOCTOR ALERT REPORTING OVER IOT. Journal of Interdisciplinary Cycle Research Volume XII, Issue IV, April/2020 ISSN NO: 0022-1945 Volume XII, Issue IV, April/2020.Google Scholar ↗

[refR-8] G. Joga Rao, P. Karthik, G. Sai Sameer Kumar, N. Ajay, K. Anil Kumar, J. Durga Prasad(2020) Health Monitoring System of Patients Using IoT. International Journal of Scientific Research in Science, Engineering, and Technology © 2020 IJSRSET | Volume 7 | Issue 2 | Print ISSN: 2395-1990 | Online ISSN: 2394-4099.Google Scholar ↗

[refR-9] Shashidhar R, Abhilash S, Sahana V, Alok N A, Roopa M (2020) Iot Cloud: In Health Monitoring System INTERNATIONAL JOURNAL OF SCIENTIFIC & TECHNOLOGY RESEARCH VOLUME 9, ISSUE 01, JANUARY 2020 ISSN 2277-8616.Google Scholar ↗

[refR-10] Md. Abbas Ali Khan, Md. Sadekur Rahman (2019) IoT-BASED PULSE RATE AND BODY TEMPERATURE MONITORING SYSTEM.DAFFODIL INTERNATIONAL UNIVERSITY DHAKA, BANGLADESH DECEMBER 2019.Google Scholar ↗

[refR-11] LIM CHEE YUAN (2019) IoT BASED HEALTH MONITORING SYSTEM Lee Kong Chian Faculty of Engineering and Science University Tunku Abdul Rahman.Google Scholar ↗

[refR-12] Biju Rajan B1, Amanraj S2, Akhil S3, Nayana S41 Assistant Professor, Dept. of EEE, VKCET, Thiruvananthapuram.2,3,4, Student, Dept. of EEE, VKCET, Thiruvananthapuram(2019).IoT based Distribution Transformer Health Monitoring System using Arduino, Nodemcu and Thingspeak.Google Scholar ↗

[refR-13] Fahim Faisal, Syed Akhter Hossain (2019), IoT Based Remote Medical Diagnosis System Using NodeMCU Dept. of Computer Science and Engineering Daffodil International University Dhaka, Bangladesh.Google Scholar ↗

[refR-14] Md. Sharif Hasnat, Shamim-Al-Mamun, Fariha Hossain, Sumaiya Hossain (2019), United International University Dhaka, Bangladesh February, 2019Google Scholar ↗

[refR-15] Khin Thet Wai, Nyan Phyo Aung, Lwin Htay (2019), Internet of Things (IoT) Based Healthcare Monitoring System using NodeMCU and Arduino UNO Khin Thet Wai, Nyan Phyo Aung, Lwin Htay Department of Electronic Engineering, Technological University, Mandalay, Myanmar.Google Scholar ↗

[refR-16] Md. Raseduzzaman Ruman, Khan Roushan Jahan, Amit Barua, Md. Jamil Roni, Waladur Rahman(2020),IoT Based Emergency Health Monitoring System,2020 International Conference on Industry 4.0 Technology (I4Tech) Vishwakarma Institute of Technology, Pune, India. Feb 13-15, 2020.Google Scholar ↗

[refR-17] Ramesh Saha1, Suparna Biswas2 • Satyajit Sarmah, Sushanta Karmakar3,Pranesh Das1 A Working Prototype Using DS18B20 Temperature Sensor and Arduino for Health Monitoring Received: 12 December 2020 / Accepted: 16 December 2020 / Published online: 12 January 2021 The Author(s), under exclusive licence to Springer Nature Singapore Pte Ltd. part of Springer Nature 2021.Google Scholar ↗

[refR-18] Salam khalaf Abdullah1(2019), Remote Heart Rate Monitor System using NodeMCU Microcontroller and easy pulse sensor v1.1, Institute of Technology-Baghdad, Middle Technical University, Baghdad, Iraq Email: hassan19851988@yahoo.com (Alhassan H Ismail).Google Scholar ↗

[refR-19] TEJ PRAKASH SAHU1, DR. VINAY KUMAR JAIN2(2020), IoT based Patient Monitoring System 1(ME, Student) Department of Electronics & Telecommunication Engineering, Shri Shankaracharya Group of Institutions SSTC Junwani Bhilai (CG) 2Asso. Professor & Head of Department of Electronics and Telecommunication Shri Shankaracharya Group of Institutions SSTC Junwani Bhilai (CG).Google Scholar ↗

[refR-20] Prasun Biswas1, Shreyashi Haldar2(2020), Remote Health Monitoring System using Internet of Things,UG Student, Department of Electrical Engineering, RCC Institute of Information Technology, MAKAUT, Kolkata, INDIA.Google Scholar ↗

[refR-21] Khin Thet Wai, Nyan Phyo Aung, Lwin Lwin Htay, Internet of Things (IoT) Based Healthcare Monitoring System using NodeMCU and Arduino UNO, Department of Electronic Engineering, Technological University, Mandalay, Myanmar, e-ISSN: 2456 – 6470, Volume 3 Issue 5, August 2019.Google Scholar ↗

[refR-22] Biju Rajan B, Amanraj S, Akhil S, Nayana S, IoT based Distribution Transformer Health Monitoring System using Arduino, Nodemcu and Thingspeak, Assistant Professor, Dept. of EEE, VKCET, Thiruvananthapuram.Student, Dept. of EEE, VKCET, Thiruvananthapuram, ISSN: 2278-0181, Vol. 8 Issue 04, April-2019.Google Scholar ↗

[refR-23] Prajoona Valsalan, Tariq Ahmed Barham Baomar, Ali Hussain Omar Baabood, IOT BASED HEALTH MONITORING SYSTEM, Department of Electrical and Computer Engineering, Dhofar University, Salalah, Sultanate of Oman, ISSN- 2394-5125, Vol 7, Issue 4, 2020.Google Scholar ↗

[refR-24] Shivkumar Dharmoji, Akshata Anigolkar, Prof. Shraddha M, IoT based Patient Health Monitoring using ESP8266, Student, Electronics and Communication Department, Jain College of Engineering, Belagavi, India, e-ISSN: 2395-0056, Volume: 07 Issue: 03, Mar 2020.Google Scholar ↗

[refR-25] MANDUVA SIRI CHANDANA, Dr.M.R.ARUN, An IoT based Patient Health Monitoring System using Node MCU, M.Tech Scholar, Dept. Of ECE, PBR Visvodaya Institute of Technology& Science Kavali, SPSR Nellore (D.T), A.P, e-ISSN: 2395-0056, Volume: 07 Issue: 10 ,Oct 2020.Google Scholar ↗

[refR-26] Richa, Anwesha Das, Ajeet Kumar Kushwaha, Prof. Mini Sreejeth, An IoT based Health Monitoring System using Arduino Uno, Department of Electrical Engineering, Delhi Technology University, New Delhi, ISSN: 2278-0181, Vol. 10 Issue 03, March-2021.Google Scholar ↗

[refR-27] Sudha Senthilkumar, Brindha, Abishek Kumar, Patients Health monitoring System using IOT, School of Information Technology and Engineering, Vellore Institute of Technology, Vellore, Tamil Nadu, India, Vol.10, No.4 , April-2019.Google Scholar ↗

[refR-28] Md. Raseduzzaman Ruman, Khan Roushan Jahan, Amit Barua, Md. Jamil Roni, Waladur Rahman, Md. Foyjur Rahman, IoT Based Emergency Health Monitoring System, Electrical & Electronic Engineering American International University- Bangladesh, Dhaka, Feb 13-15, 2020.Google Scholar ↗

[refR-29] Noushin Jannal, M. tanzeeb Rubaiat Haque, IOT Based Health Monitoring & Fall Detection System, International Journal Of Scientific & Engineering Research, ISSN 2229-5518, Volume 10, Issue 6, June-2019.Google Scholar ↗

[refR-30] P. Jebane, P. Anusuya, M.Suganya, S. Meena, M. Diana amutha priya, IOT BASED HEALTH MONITORING AND ANALYSING SYSTEM USING THINGSPEAK CLOUD & ARDUINO, Electronics and Communication Engineering, Fatima Michael College of engineering and technology, Madurai, India, ISSN NO 2582-0958, Volume 5, Issue 4, August 2021.Google Scholar ↗

[refR-31] Banashree Debnath, Rajesh Dey, & Sandip Roy (2019, February). Smart switching system using bluetooth technology. In 2019 Amity International Conference on Artificial Intelligence (AICAI) (pp. 760-763). IEEE.Google Scholar ↗

[refR-32] Roy, S., Biswas, S. P., Mahata, S., & Bose, R. (2018, October). Time series forecasting using exponential smoothing to predict the major atmospheric pollutants. In 2018 International Conference on Advances in Computing, Communication Control and Networking (ICACCCN) (pp. 679-684). IEEE.Google Scholar ↗

[refR-33] Bose, R., Chakraborty, S., & Roy, S. (2019, February). Explaining the workings principle of cloud-based multi-factor authentication architecture on banking sectors. In 2019 Amity International Conference on Artificial Intelligence (AICAI) (pp. 764-768). IEEE.Google Scholar ↗

[refR-34] Bose, R., Roy, S., Mondal, H., Chowdhury, D. R., & Chakraborty, S. (2021). Energy-efficient approach to lower the carbon emissions of data centers. Computing, 1-19.Google Scholar ↗

[refR-35] Bose, R., Dey, R. K., Roy, S., & Sarddar, D. (2020). Time series forecasting using double exponential smoothing for predicting the major ambient air pollutants. In Information and communication technology for sustainable development (pp. 603-613). Springer, Singapore.Google Scholar ↗

[refR-36] Roy, S., Bose, R., & Sarddar, D. (2017). Smart and healthy city protecting from carcinogenic pollutants. Int. J. Appl. Environ. Sci, 12, 1661-1692.Google Scholar ↗

[refR-37] Bose, R., Saha, M. K., & Sarddar, D. (2015). Fog computing made easy with the help of Citrix and Billboard manager. International Journal of Computer Applications, 121(7), 19-23.Google Scholar ↗

[refR-38] Roy, S., Sen, A., Roy, T., & Sarddar, D. (2015). Energy Efficient WMSN for Virtual Sensor-Based Global Information Sharing using Mobile Cloud. International Journal of Scientific & Engineering Research, 6(6), 1127.Google Scholar ↗