IEEE Transactions on Intelligent Transportation Systems · 2014 · 503 citations · 90 references
Smart SensorEngineeringWireless Sensor SystemSensor ConfigurationsWearable TechnologySensor ConnectivityMeasurement NetworkSensor NetworksCondition MonitoringSystems EngineeringInternet Of ThingsStructural Health MonitoringComputer EngineeringSignal ProcessingRailway IndustryCollaborative Sensor NetworkIntelligent SensorWireless Sensor NetworksSensor HealthIndustrial InformaticsSensor Suite
Recent advances in inexpensive sensing and wireless networking have accelerated the use of wireless sensor networks for automated condition monitoring of railway infrastructure and rolling stock, reducing inspections, maintenance, and enhancing safety. This survey examines practical engineering solutions for railway condition monitoring, detailing the sensor devices employed, their applications, and the sensor configurations and network topologies used. The authors conduct a comparative review that identifies the motivations behind each technology and contrasts their advantages and disadvantages.
In recent years, the range of sensing technologies has expanded rapidly, whereas sensor devices have become cheaper. This has led to a rapid expansion in condition monitoring of systems, structures, vehicles, and machinery using sensors. Key factors are the recent advances in networking technologies such as wireless communication and mobile ad hoc networking coupled with the technology to integrate devices. Wireless sensor networks (WSNs) can be used for monitoring the railway infrastructure such as bridges, rail tracks, track beds, and track equipment along with vehicle health monitoring such as chassis, bogies, wheels, and wagons. Condition monitoring reduces human inspection requirements through automated monitoring, reduces maintenance through detecting faults before they escalate, and improves safety and reliability. This is vital for the development, upgrading, and expansion of railway networks. This paper surveys these wireless sensors network technology for monitoring in the railway industry for analyzing systems, structures, vehicles, and machinery. This paper focuses on practical engineering solutions, principally, which sensor devices are used and what they are used for; and the identification of sensor configurations and network topologies. It identifies their respective motivations and distinguishes their advantages and disadvantages in a comparative review.
90
Data mining: concepts and techniques
Jiawei Han, Micheline Kamber · Choice Reviews Online · 2012 · 28.8K citations
Wireless sensor networks: a survey
Ian F. Akyildiz, Weilian Su, Yogesh Sankarasubramaniam · Computer Networks · 2002 · 17.3K citations
Ian F. Akyildiz, Weilian Su, Yogesh Sankarasubramaniam · IEEE Communications Magazine · 2002 · 13.6K citations
Wireless sensor network survey
Jennifer Yick, Biswanath Mukherjee, Dipak Ghosal · Computer Networks · 2008 · 6.2K citations
A survey on routing protocols for wireless sensor networks
Kemal Akkaya, Mohamed Younis · Ad Hoc Networks · 2003 · 3.5K citations