… To motivate the usage of ML for predicting WLANs’ performance, we provide an open … -generation
deployments implementing features such as channel bonding or spatial reuse [24]. …

… We test the model on 802.11g/n WLANs with no channel bonding and find that it can
accurately predict the achieved throughputs of all nodes. However, when the links are …

… performance. In a different direction, in this paper, we develop a method for avoiding hidden
channels by meticulously predicting the channel … report the prediction performance from the …

… performance of channel bonding as a function of both PHY and MAC parameters for a dense
network scenario. A new channel bonding … The predicted gains of the proposed algorithm …

… for WLANs in TVWS and showed that CB has better performance as compared to
channel aggregation. MAC layer aggregation transmits multiple MAC protocol data units (MPDU) …

… Consequently, the performance of the channel bonding techniques from IEEE 802.11bd
and the technique from IEEE 802.11n significantly differ in some scenarios. Nevertheless, the …

… [16], base station sleeping [17] and performance prediction [18]. The second reason is that
… proposed algorithm has better performance than other channel bonding algorithms in terms …

… It can be observed that it can increase the performance of a system which requires a bond …
Wang, “Performance analysis of selective opportunistic spectrum access with traffic prediction,…

… cannot accurately predict the network performance when … evaluate the performance of
multi-channel bonding in support … evaluate the performance of multi-channel bonding protocol for …

… We analyze the performance of channel CA/CB strategies in the different … channels into a
singular channel of higher bandwidth is termed channel bonding (CB), and when this bond is …