Secure IoT communications for smart healthcare monitoring system

Abstract Healthcare monitoring systems in hospitals and other health centers have witnessed throughout the last decade a tremendous growth and wireless healthcare monitoring devices with various technologies have become of great interest in many nations around the world. The proposed paper aims at integrating artificial intelligence technology, such as the neural networks and fuzzy system in a secure healthcare monitoring system in order to enable the system to work as a smart healthcare model that decides the priority by itself depending on the collected health parameters from the senor nodes. The proposed model consists of a trust environment that is responsible for collecting authenticated physiological data from patient's body which is then sent through GSM module to Azure IoT Hub where raw data is converted into linguistic representation, with the help of logic-based algorithm, which is trained in fuzzy-based inference system (FBIS) to get the status of the patient. The proposed system, then, provides reliable, accurate, secure and real-time patient monitoring. The following sections describe how the FBIS can be integrated with a secure healthcare monitoring system to get the states of the patient and send it to the medical advisory for the preliminary precautions.

[1]  Hesham A. El Zouka.  An authentication scheme for wireless healthcare monitoring sensor network , 2017, 2017 14th International Conference on Smart Cities: Improving Quality of Life Using ICT & IoT (HONET-ICT).

[2]  Emiliano De Cristofaro,et al.  Countering GATTACA: efficient and secure testing of fully-sequenced human genomes , 2011, CCS '11.

[3]  Wei Xiang,et al.  An IoT-cloud Based Wearable ECG Monitoring System for Smart Healthcare , 2016, Journal of Medical Systems.

[4]  Yuesheng Zhu,et al.  An improved Kerberos protocol based on Diffie-Hellman-DSA key exchange , 2012, 2012 18th IEEE International Conference on Networks (ICON).

[5]  M. Barry,et al.  Shared decision making--pinnacle of patient-centered care. , 2012, The New England journal of medicine.

[6]  Mun Choon Chan,et al.  Efficient and privacy-preserving access to sensor data for Internet of Things (IoT) based services , 2016, 2016 8th International Conference on Communication Systems and Networks (COMSNETS).

[7]  Antonio F. Gómez-Skarmeta,et al.  Interconnection Framework for mHealth and Remote Monitoring Based on the Internet of Things , 2013, IEEE Journal on Selected Areas in Communications.

[8]  Shahram Tofighi,et al.  Applying Fuzzy Analytic Hierarchy Process (FAHP) in Healthcare System , 2014 .

[9]  Elmer P. Dadios,et al.  Fuzzy inference system wireless body area network architecture simulation for health monitoring , 2015, 2015 International Conference on Humanoid, Nanotechnology, Information Technology,Communication and Control, Environment and Management (HNICEM).

[10]  Amira Hamdi Shabaan,et al.  Intrusion detection system in wireless ad-hoc networks based on mobile agent technology , 2010, 2010 2nd International Conference on Computer Engineering and Technology.

[11]  Fulvio Corno,et al.  A Healthcare Support System for Assisted Living Facilities: An IoT Solution , 2016, 2016 IEEE 40th Annual Computer Software and Applications Conference (COMPSAC).

[12]  H. Ewald,et al.  A Zigbee-Based Wearable Physiological Parameters Monitoring System , 2012, IEEE Sensors Journal.

[13]  Duddela Dileep Kumar,et al.  Secured Smart Healthcare Monitoring System Based on IOT , 2016 .

[14]  Gonzalo Mateos,et al.  Health Monitoring and Management Using Internet-of-Things (IoT) Sensing with Cloud-Based Processing: Opportunities and Challenges , 2015, 2015 IEEE International Conference on Services Computing.

[15]  Soon-Ju Kang,et al.  Self M2M based wearable watch platform for collecting personal activity in real-time , 2014, 2014 International Conference on Big Data and Smart Computing (BIGCOMP).

[16]  ALESSANDRA TONINELLI,et al.  Enabling secure service discovery in mobile healthcare enterprise networks , 2009, IEEE Wireless Communications.

[17]  Bo Peng,et al.  To Release or Not to Release: Evaluating Information Leaks in Aggregate Human-Genome Data , 2011, ESORICS.

[18]  Punit Gupta,et al.  IoT based smart healthcare kit , 2016, 2016 International Conference on Computational Techniques in Information and Communication Technologies (ICCTICT).

[19]  Eui-Jik Kim,et al.  Multi-Hop WBAN Construction for Healthcare IoT Systems , 2015, 2015 International Conference on Platform Technology and Service.

[20]  A Divya,et al.  Secured Smart Healthcare Monitoring System Based on IOT , 2017 .

[21]  Sara Ghanavati,et al.  A Congestion Control Scheme Based on Fuzzy Logic in Wireless Body Area Networks , 2015, 2015 IEEE 14th International Symposium on Network Computing and Applications.

[22]  Gwo-Hshiung Tzeng,et al.  Improving RFID adoption in Taiwan's healthcare industry based on a DEMATEL technique with a hybrid MCDM model , 2013, Decis. Support Syst..

[23]  Antti Vehkaoja,et al.  Utilization of wireless sensor network for health monitoring in home environment , 2009, 2009 IEEE International Symposium on Industrial Embedded Systems.

[24]  P. S. Ashtankar,et al.  Adaptive Neuro-Fuzzy Inference System for Health Monitoring at Home , 2013 .

[25]  Sanjay Ganorkar,et al.  IoT Based Health Monitoring System by Using Raspberry Pi and ECG Signal , 2016 .

[26]  M. B. R. Murthy,et al.  A Zigbee Based Patient Health Monitoring System , 2013 .

[27]  Zhiyuan Lu,et al.  A Prototype of Reflection Pulse Oximeter Designed for Mobile Healthcare , 2016, IEEE Journal of Biomedical and Health Informatics.

[28]  Rifki Wijaya,et al.  Heart rate data collecting using smart watch , 2014, 2014 IEEE 4th International Conference on System Engineering and Technology (ICSET).

[29]  Dr. Moslem Lari Najafi,et al.  Identification and prioritizing the effective factors on addiction by use of Fuzzy analytical hierarchy process ( F-AHP ) , 2013 .

[30]  Fang-Yie Leu,et al.  A Grid System Detecting Internal Malicious Behaviors at System Call Level , 2014, J. Internet Serv. Inf. Secur..