IEEE 802.11ac performance dataset

IEEE 802.11ac performance dataset contains information regarding normalized throughput achieved under five link configuration parameters and a channel condition measured by SNR. The five link configuration parameters are channel bandwidth, multiple-input multiple output (MIMO) antenna, modulation and coding schemes (MCS), guard interval and frame aggregation. In the dataset, there are seven columns: SNR value, MIMO, channel bandwidth, MCS, guard interval, frame aggregation and normalized throughput. This dataset can be used for the training purpose of a deep neural network model which wants to predict the normalized throughput under a SNR value of the channel and for a given set of values of five link configuration parameters (mentioned above) which have been chosen under that SNR value. Therefore, this dataset can help to learn a deep neural network model that has the objective to enhance the performance of IEEE 802.11ac based high throughput wireless access networks.