In some embodiments, an apparatus includes an access point (AP) wirelessly coupled to a set of mobile communication devices. The AP is configured to determine a set of weights for a set of metrics based on a performance goal collectively associated with the AP and the set of mobile communication devices. The AP is configured to define, for each mobile communication device from the set of mobile communication devices, a maximum aggregation data unit size, a minimum aggregation data unit count, and a maximum aggregation data unit count based on the set of weights and a set of values for the set of metrics. The AP is configured to send, to each mobile communication device from the set of mobile communication devices, a signal based on the maximum aggregation data unit size, the minimum aggregation data unit count and the maximum aggregation data unit count.