Data Mining System for Air Quality Monitoring Networks

Anomaly Detection in Streaming data from Air Quality Monitoring System

Department of Computing and Information System Master of Information Technology Anomaly Detection in Streaming data from Air Quality Monitoring System by Cong YUE Detection of abnormalities is an important aspect of air quality monitoring. Wireless Sensor Networks (WSNs) provide a flexible and low-cost solution for air quality monitoring. However, considering the limited resources available in ...

Data Acquisition and Monitoring System - A State Funded Air Quality Monitoring System Development

The Environmental Protection Agency has classified Clark County, Nevada as a "serious" non-attainment area for particulate matter (PM 10 and PM 2.5) and carbon monoxide (CO). The Nevada Center for Advanced Computational Methods (NCACM) of University of Nevada at Las Vegas, is assisting the Department of Air Quality Management (DAQM) to develop and implement a new environmental system that will ...

Low-cost robotic sensor networks platform for air quality monitoring

Building robotic sensor networks (RSNs) for air quality monitoring application is a challenging frontier for robotic research. Such systems must operate for extended periods of time in unstructured and complex domains. The implementation requires addressing numerous issues at the systems level such as energy efficiency, planning, and controlling robots’ trajectories for achieving robust operati...

Keynote: OpenSense: Open sensor networks for air quality monitoring

Wireless sensor networks for indoor air quality monitoring.

The purpose of this study is to build an indoor air quality monitoring system based on wireless sensor networks (WSNs) technology. The main functions of the system include (1) remote parameter adjustment and firmware update mechanism for the sensors to enhance the flexibility and convenience of the system, (2) sensor nodes are designed by referring to the IEEE 1451.4 standard. This way, sensor ...