Title :
Sensorem - an efficient mobile platform for wireless sensor network visualisation
Author :
Jin Ming Koh ; Sak, Marcus ; Hwee-Xian Tan ; Huiguang Liang ; Folianto, Fachmin ; Quek, Tony
Author_Institution :
NUS High Sch. of Math. & Sci., Singapore, Singapore
Abstract :
We design and implement an Android application, Sensorem, for efficient retrieval and visualization of wireless sensor network (WSN) data. In light of data distribution and visualization being important developmental keystones of smart cities, we seek to enhance sensor data accessibility by developing a user-friendly mobile application (Sensorem) for meaningful visualization of sensor data, targeted at maintenance personnel. Sensor selection can be made with reference to geographical location through an embedded Google Map fragment, as well as a sensor list with sensors in order of WSN node ID. Sensor data is presented through interactive graphs, and graph overlaying functions are offered for easy comparison of data trends. We also employ a Bayesian prefetch algorithm and caching mechanisms to minimize sensor data access latency, such that the app system is able to cope with network and back-end bottlenecks.
Keywords :
Bayes methods; cache storage; data visualisation; geographic information systems; graph theory; information retrieval; mobile computing; sensor fusion; smart cities; smart phones; wireless sensor networks; Android application; Bayesian prefetch algorithm; Sensorem; WSN data; WSN node ID; caching mechanisms; embedded Google Map fragment; geographical location; graph overlaying functions; interactive graphs; maintenance personnel; mobile platform; sensor data access latency; sensor data accessibility; smart cities; user-friendly mobile application; wireless sensor network data retrieval; wireless sensor network data visualization; Cities and towns; Data visualization; Libraries; Mobile communication; Prefetching; Servers; Wireless sensor networks;
Conference_Titel :
Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), 2015 IEEE Tenth International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4799-8054-3
DOI :
10.1109/ISSNIP.2015.7106971