A Disaster Management Framework Using Internet of Things-Based Interconnected Devices

Table 3

Various IoT disaster management system schemes.

Article	IoT architecture	Cloud enables	Feature	Focus	Application
[18]	Yes	Yes	Big data and HPC	IoT and big data and smart-based HPC flooding prevention system	Flood
[19]	No	No	IoT, CDNN, and big data	Cantered on IoT, big data, and deep neural convolution, the flood catastrophe system is observed; firstly, map () and reduce () functions are reused the duplicate values and then give that input to CDNN for classifying the data	Flood
[20]	Yes	Yes	IoT and ThingSpeakIoT cloud	IoT and image processing technique used by integrated fire detection system for smart cities	Fire detection
[21]	Yes	No	ML and (EWS) early warning system	A service-oriented IoT framework for emergency preparedness and forecasting	Disaster preparedness
[22]	Yes	No	Hadoop technologies with spark and big data	Building urban planning and creating smart communities is based on the internet of Things using big data processing	Urban disasters
[23]	No	No	ZigBee PIC microcontroller-based early warning system	To measure and warn people about P wave and transverse S-wave	Earthquake
[24]	Yes	Yes	By pass network-based nerve net	To have a highly resilient, autonomous transfer facility for topology	Earthquake
[25]	Yes	Yes	Rainfall induces landslide management using INSAT-3A satellite	Measure the control and tracking of local data by satellite link	Landslide
[26]	Yes	Yes	Protocol of session initiation	A framework is built to provide early warning via multicast messaging in peer ISP facilitator	Earthquake
[27]	Yes	Yes	openMTC and M2M communication	Provide HTTP RESTful M2M connectivity between the distributed sensor	Forest fire