Data Reliability and Sensors Lifetime in Bridge Health Monitoring using LoRaWAN-Zigbee
نویسندگان
چکیده
The Wireless Sensor Network (WSN) is regarded as the fastest expanding technological trend in recent years due its application a variety of sectors. In monitoring region, several sensor nodes with various sensing capabilities are installed to gather appropriate data and communicate it gateway. proposed system heterogeneous WSN employing LoRaWAN-Zigbee based hybrid communication explored this research study. To network, two Long–Range Wide Area (LoRaWAN) clusters Zigbee employed, together LoRaWAN converters. suggested Golden eagle shepherd optimization (GESO) method then forms well networking clusters. Furthermore, depending on energy usage packet size, fitness each node assessed using Dynamic Intelligent Reasoning Based Neural (DIRN) approach. MATLAB software used implement execute When network’s transmission distance 650 m range 3.5 km, can function loss rate less than 0.04 percent. This study shows significant gains performance when compared traditional approaches digital findings obtained solutions.
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ژورنال
عنوان ژورنال: Computers, materials & continua
سال: 2022
ISSN: ['1546-2218', '1546-2226']
DOI: https://doi.org/10.32604/cmc.2022.028503