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We consider a general scheduling problem in wireless networks under uncertain arrival and channel state statistics. The objective is to minimize a linear cost function, which can be used to model wireless communication constraints, such as power consumption. We assume that the arrival processes and the network states are random, and with unknown distributions. In each time slot, the schedule can only...
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