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.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Bridge Local Scour Monitoring System Using MEMS Sensor Zigbee Network

Wireless MEMS sensors network has been widely used in many fields. In this paper the MEMS pressure sensor is integrated on a sensor board with Zigbee sensor network for real-time local bridge scour depth monitoring during a flood. The wireless MEMS pressure sensor scour monitoring system has been developed and tested in the laboratory. Local scour is one of the major factors for bridge failure....

متن کامل

Sensors and Bridge Monitoring System

Rapid developments of structural sensing and control, data acquisition and processing, and computer technologies have made it feasible to monitor the structural health of large-scale structures in real time. SHM of large-scale infrastructures has increasingly attracted extensive interests from both fields of research and application. Based on recent research achievements of developing smart SHM...

متن کامل

Bridge Monitoring Using Wireless Sensors and Acoustic Emission Techniques

The inspection of bridges is currently made by visual inspection or by wired sensor techniques, which are relatively expensive, vulnerable to damage, and time consuming to install. In contrast, wireless sensor networks are easy to deploy and flexible in application so that the network can adjust to the individual structure. Different sensing techniques can be used with such a network, but acous...

متن کامل

Monitoring Lognormal Reliability Data in a Two-Stage Process Using Accelerated Failure Time Model

The reliability data is getting used to monitor and improve the quality of products or services. Nowadays, most of products or services are the results of processes with dependent stages referred to as multi-stage process. In these processes, the quality characteristics are affected by the quality characteristics in the previous stages, called as cascade property. In some cases, it is not possi...

متن کامل

Dedicated real-time monitoring system for health care using ZigBee

Real-time monitoring systems (RTMSs) have drawn considerable attentions in the last decade. Several commercial versions of RTMS for patient monitoring are available which are used by health care professionals. Though they are working satisfactorily on various communication protocols, their range, power consumption, data rate and cost are really bothered. In this study, the authors present an ef...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Computers, materials & continua

سال: 2022

ISSN: ['1546-2218', '1546-2226']

DOI: https://doi.org/10.32604/cmc.2022.028503