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Netw."],"published-print":{"date-parts":[[2009,2]]},"abstract":"<jats:p>This article presents two lifetime models that describe two of the most common modes of operation of sensor nodes today, trigger-driven and duty-cycle driven. The models use a set of hardware parameters such as power consumption per task, state transition overheads, and communication cost to compute a node's average lifetime for a given event arrival rate. Through comparison of the two models and a case study from a real camera sensor node design we show how the models can be applied to drive architectural decisions, compute energy budgets and duty-cycles, and to preform side-by-side comparison of different platforms. Based on our models we present a MATLAB Wireless Sensor Node Platform Lifetime Prediction and Simulation Package (MATSNL). 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M. 1996. Stochastic Processes second edition pp. 213--218. Jonn Wiley and Sons Inc.  Ross S. M. 1996. Stochastic Processes second edition pp. 213--218. 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