Over-the-air computation (AirComp) is a well-known technique by which several wireless
devices transmit by analog amplitude modulation to achieve a sum of their transmit signals …

We propose a federated version of adaptive gradient methods, particularly AdaGrad and
Adam, within the framework of over-the-air model training. This approach capitalizes on the …

In response to the increasing number of devices anticipated in next-generation networks, a
shift toward over-the-air (OTA) computing has been proposed. Leveraging the superposition …

In this paper, we consider the ChannelComp framework, which facilitates the computation of
desired functions by multiple transmitters over a common receiver using digital modulations …