Title :
DEAMON: Energy-efficient Sensor Monitoring
Author :
Shin, Minho ; Tsang, Patrick ; Kotz, David ; Cornelius, Cory
Author_Institution :
Inst. for Security, Technol., & Soc., Dartmouth Coll., Hanover, NH, USA
Abstract :
In people-centric opportunistic sensing, people offer their mobile nodes (such as smart phones) as platforms for collecting sensor data. A sensing application distributes sensing ´tasks´, which specify what sensor data to collect and under what conditions to report the data back to the application. To perform a task, mobile nodes may use on-board sensors, a body-area network of personal sensors, or sensors from neighboring nodes that volunteer to contribute their sensing resources. In all three cases, continuous sensor monitoring can drain a node´s battery. We propose DEAMON (Distributed Energy-Aware MONitoring), an energy-efficient distributed algorithm for long-term sensor monitoring. Our approach assumes only that mobile nodes are tasked to report sensor data under conditions specified by a Boolean expression, and that a network of nearby sensor nodes contribute to monitoring subsets of the task´s sensors. Our algorithm to select sensor nodes and to monitor the sensing condition conserves energy of all nodes by limiting sensing and communication operations. We evaluate DEAMON with a stochastic analysis and with simulation results, and show that it should significantly reduce energy consumption.
Keywords :
mobile communication; sensor fusion; wireless sensor networks; distributed energy-aware monitoring; energy efficient distributed algorithm; energy efficient sensor monitoring; long term sensor monitoring; mobile nodes; people centric opportunistic sensing; sensor data; Algorithm design and analysis; Analytical models; Batteries; Condition monitoring; Costs; Distributed algorithms; Energy consumption; Energy efficiency; Intelligent sensors; Peer to peer computing;
Conference_Titel :
Sensor, Mesh and Ad Hoc Communications and Networks, 2009. SECON '09. 6th Annual IEEE Communications Society Conference on
Conference_Location :
Rome
Print_ISBN :
978-1-4244-2907-3
Electronic_ISBN :
978-1-4244-2908-0
DOI :
10.1109/SAHCN.2009.5168925