Dynamic Evaluation and Visualisation of the Quality and Reliability of Sensor Data Sources

Abstract

Before using remote data sources, or those from external organisations, it is important to establish if the source is fit for purpose. We have developed an approach to automatic sensor data annotation and visualisation that evaluates overall sensor network performance and data quality. The CSIRO’s South Esk hydrological sensor web combines data related to water management from five different organisations, which provides a suitable platform to explore the issues of reliability and uncertainty. An environmental gridded surface is generated based on the observations and evaluations of quality and reliability of the sensor node provider.

Authors and Affiliations

Ritaban Dutta, Claire D’Este, Ahsan Morshed, Daniel Smith, Aruneema Das, Jagannath Aryal

Keywords

Related Articles

Strategic Framework and Maturity Index for Measuring Knowledge Management Practices in Government Organizations

Knowledge is considered as an intellectual asset of any Organization through which performance of the Organization could be enhanced exponentially. Harnessing of the Organization’s Tacit and Explicit knowledge and its Ma...

An Improved Pulmonary Nodule Detection Scheme based on Multi-Layered Filtering and 3d Distance Metrics

This paper proposed a computer-aided detection (CAD) system to automatically detect pulmonary nodules from thoracic computed tomography (CT) images. Automatically detect pulmonary nodules is a difficult job because of th...

Day-Ahead Load Forecasting using Support Vector Regression Machines

Accurate day-ahead load prediction plays a significant role to electric companies because decisions on power system generations depend on future behavior of loads. This paper presents a strategy for short-term load forec...

Scheduling in Desktop Grid Systems: Theoretical Evaluation of Policies & Frameworks

Desktop grid systems have already established their identity in the area of distributed systems. They are well suited for High Throughput Computing especially for Bag-of-Tasks applications. In desktop grid systems, idle...

Study of Gamification Effectiveness in Online e-Learning Systems

Online distance e-learning systems allow introducing innovative methods in pedagogy, along with studying their effectiveness. Assessing the system effectiveness is based on analyzing the log files to track the studying t...

Download PDF file
  • EP ID EP161946
  • DOI 10.14569/IJACSA.2013.040814
  • Views 90
  • Downloads 0

How To Cite

Ritaban Dutta, Claire D’Este, Ahsan Morshed, Daniel Smith, Aruneema Das, Jagannath Aryal (2013). Dynamic Evaluation and Visualisation of the Quality and Reliability of Sensor Data Sources. International Journal of Advanced Computer Science & Applications, 4(8), 96-103. https://europub.co.uk/articles/-A-161946