… convex, we derive the computation-optimal policy in closed … system, and the scaling laws
of the average computation MSE (… For the computation-optimal policy, we show that the policy …

… To address this question, we first give a general system model along with fundamental
metrics on OAC. Under this framework, we evaluate the methods based on how they achieve …

… over-the-air computation (AirComp) is being developed as a new task-oriented solution for
WDA by seamlessly integrating communication and computation… a disaster avoidance system, …

… IoT monitoring systems generally aim to estimate the desired … system consists of K sensor
nodes and the FC as shown in Fig. 2. In order to calculate the desired function of the system, …

… how to compute multiple functions over-the-air with antennas … Gaussian sources are computed
over the Gaussian MAC. The … to the system model, the key challenges to compute multiple …

… we have interference from users outside the system. Eg, in the … that they are covered by our
system model. r Any of various … The other main difference between our system model and the …

… In addition, the authors in [73] propose a multilayer AirComp system for composite function
computation by dividing nodes into groups and further into subgroups in each layer. With the …

… As a benchmark to the optimization (10) in the previous section, we consider a baseline
AirCont system with the overthe-air computation approach proposed in recent works [5], [6]. For …

… systems via the over-the-air computation. In this article, a deep learning based over-the-air
computation framework is developed upon the sum-decomposition operation over the latent …

… challenge in large-scale intelligent systems. Recently, Over-the-Air (OtA) computation has
been proposed for data aggregation and distributed computation of functions over a large set …