Knowledge Agora



Similar Articles

Title Data Analysis and Outlier Detection in Smart City
ID_Doc 45449
Authors Abid, A; Kachouri, A; Mahfoudhi, A
Title Data Analysis and Outlier Detection in Smart City
Year 2017
Published
Abstract A smart city (SC) is a living space requiring technologies such as high-tech information to improve the quality of residents' lifestyle and to optimize, economically and environmentally, the management of available resources such as roads, building activities, environments, lights and water. Wireless Sensor Networks (WSN) highlight an importance for data analysis in smart city to monitoring systems. The challenge is to identify outlier data in order to heighten the QoS. In fact, the use of heterogeneous set of technologies and participants, the deployment of many unsafe nodes and the harsh environment conditions imply the outlier detections algorithms requirement. In this article, we initially describe the SC application in general and for WSN. Then, we propose outlier detection as a solution to have safe SC, powered by WSN using the concepts of Internet of Things and Big Data.
PDF

Similar Articles

ID Score Article
39926 Bellini, P; Cenni, D; Nesi, P; Soderi, M Anomaly Detection on IOT Data for Smart City(2020)
38066 Garcia-Font, V; Garrigues, C; Rifà-Pous, H A Comparative Study of Anomaly Detection Techniques for Smart City Wireless Sensor Networks(2016)Sensors, 16, 6
Scroll