… Note 340 that such multihop wireless networks are useful in various IoT 341 scenarios …
345 K WDs, we represent this wireless network as a connected 346 and undirected graph G(…

… we study multiple FL tasks over multi-cell wireless networks, while taking into account the
inter-… In this paper, we consider over-the-air FL in a multicell wireless network, where each cell …

… data aggregation for IoT networks [2]. Unlike conventional wireless networks whose main
objective is to provide end-to-end information transmission, IoT networks are more interested …

… In contrast, this paper explores the possibility of computing a desired function over the air.
We devise a solution that enables sensors to transmit coherently over the wireless medium so …

… In this section, we present DSGD at the wireless network edge utilizing digital compression
and transmission over the wireless MAC, referred to as the digital DSGD (D-DSGD) algorithm…

… Firmware Over-The-Air (FOTA) updates for cars at a massive scale over a cellular network. …
the network. We present a scheduling approach for managing large FOTA downloads in a …

… For ease of exposition, the fundamentals of AirComp are described under a single-antenna …
transmitted by synchronized devices are added over the air and arrive at the receiver as a …

… not exploit the network topology. When the topology of a wireless network becomes different,
… 2) FNN is not scalable to the number of nodes in a wireless network. When the number of …

… sixth generation (6G) of mobile wireless networks is to enable seamless and … of mobile
networks [6]. Our goal in this paper is to develop efficient DNN delivery techniques to the network …

… , over-the-air computation (AirComp), enables an effective joint data collection and
computation from concurrent sensor transmissions. In this paper, we focus on a single-antenna …