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Sensitivity analysis of optimum power allocation in sensor networks that perform object classification

In this paper, we discuss the optimal power allocation in a distributed sensor network for active radar applications. We first determine the behaviour of the optimal power strategy with respect to all important system parameters by a simulation set-up. Next, we investigate the sensitivity of the optimal power strategy with respect to an imperfect knowledge of system parameters. We show by simulation results how do different parameter constellations influence the system sensitivity and which parameter is the crucial one for a proper operation of the entire sensor network.