Title :
Deployment alternatives for performance debugging in wireless sensor networks
Author :
O´Donovan, Tony ; Sreenan, Cormac J.
Author_Institution :
Dept. of Comput. Sci., Univ. Coll. Cork, Cork, Ireland
Abstract :
A common approach for performance monitoring and diagnosis in wireless sensor networks (WSNs) is to send meta-data to a sink node to process. WSN radio constraints limit the amount of this meta-data that can be sent. Logging it to the node´s onboard storage can also aid in long-term performance debugging. Using the stored data it is possible for nodes to do statistical analysis for the detection of performance anomalies in the network, rather than at the sink. In this paper we compare the cost and accuracy of performing anomaly detection in the network and at the sink.
Keywords :
monitoring; statistical analysis; wireless sensor networks; WSN radio constraint; data storage; node onboard storage; performance anomaly detection; performance debugging; performance diagnosis; performance monitoring; sink node; statistical analysis; wireless sensor network; Accuracy; Conferences; Debugging; Monitoring; Resonant frequency; Sensor systems; Wireless sensor networks;
Conference_Titel :
Sensors, 2011 IEEE
Conference_Location :
Limerick
Print_ISBN :
978-1-4244-9290-9
DOI :
10.1109/ICSENS.2011.6127244