Design a prototype for automated patient diagnosis in wireless sensor networks
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It is indeed necessary to design of an elderly support mobile healthcare and monitoring system on wireless sensor network (WSN) for dynamic monitoring. It comes from the need for maintenance of healthcare among patients and elderly people that leads to the demand on change in traditional monitoring approaches among chronic disease patients and alert on acute events. In this paper, we propose a new automated patient diagnosis called automated patient diagnosis (AUPA) using ATmega microcontrollers over environmental sensors. AUPA monitors and aggregates data from patients through network connected over web server and mobile network. The scheme supports variable data management and route establishment. Data transfer is established using adaptive route discovery and management approaches. AUPA supports minimizing packet loss and delay, handling erroneous data, and providing optimized decision-making for healthcare support. The performance of AUPA’s QoS approach is tested using a set of health-related sensors which gather the patient’s data over variable period of time and send from a source to destination AUPA node. Experimental results show that AUPA outperforms the existing schemes, namely SPIN and LEACH, with minimal signal loss rate and a better neighborhood node selection and link selection. It diminishes the jitter compared to the related algorithms.
KeywordsAUPA QoS WSN Route management Microcontroller Sensors
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Conflict of interest
The authors declare that they have no conflict of interests.
This research does not involve any human or animal participation.
- 1.Ayyasamy A, Archana M (2018) Design and analysis of QoS for different routing protocol in mobile ad hoc networks. In Next-generation networks (pp. 247–253). Springer, SingaporeGoogle Scholar
- 7.Sweetser D, Sweetser V, Nemeth-Johannes J (2006) A modular approach to IEEE-1451.5 wireless sensor development. In Sensors Applications Symposium, 2006. Proceedings of the 2006 IEEE (pp. 82-87). IEEEGoogle Scholar
- 8.Mansor AFM, Ibrahim I, Zainuddin AA, Voiculescu I, Nordin AN (2017) Modeling and development of screen-printed impedance biosensor for cytotoxicity studies of lung carcinoma cells. Medical & biological engineering & computing, 1-9Google Scholar
- 10.Yu R, Mak TW, Zhang R, Wong SH, Zheng Y, Lau JY, Poon CC (2017) Smart healthcare: cloud-enabled body sensor networks. In Wearable and Implantable Body Sensor Networks (BSN), 2017 IEEE 14th International Conference on (pp. 99-102). IEEEGoogle Scholar
- 12.Verdone R, Dardari D, Mazzini G, Conti A (2010) Wireless sensor and actuator networks: technologies, analysis and design. Academic PressGoogle Scholar
- 15.Kumar P, Lee YD, Lee H (2010) Secure health monitoring using medical wireless sensor networks. In Networked Computing and Advanced Information Management (NCM), 2010 Sixth International Conference on (pp. 491-494). IEEEGoogle Scholar
- 16.Patil N, Mulla A, Nikam P, Shinde D (2013) Medical application based on wireless sensor network. International Journal of Computer Science and Communication Engineering 2(2):43–46Google Scholar
- 19.Buratti C, Verdone R, Ferrari G (2011) Sensor networks with IEEE 802.15. 4 systems: distributed processing, MAC, and connectivity. Springer Science & Business MediaGoogle Scholar