The MPComm framework decomposes a bi-objective optimization into outer timing selection via graph search and inner power/channel allocation with asymptotic optimality, yielding up to 6x less terrestrial interference and 6dB energy savings under timeliness constraints.
Joint optimization of user association, power control, and dynamic spectrum sharing for integrated aerial-terrestrial network,
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Model Predictive Communication for Timely Status Updates in Low-Altitude Networks
The MPComm framework decomposes a bi-objective optimization into outer timing selection via graph search and inner power/channel allocation with asymptotic optimality, yielding up to 6x less terrestrial interference and 6dB energy savings under timeliness constraints.