Achieving consistent low latency for wireless real-time communications with the shortest control loop
Real-time communication (RTC) applications like video conferencing or cloud gaming
require consistent low latency to provide a seamless interactive experience. However …
require consistent low latency to provide a seamless interactive experience. However …
RF-based human activity recognition using signal adapted convolutional neural network
Human activity recognition (HAR) plays a critical role in a wide range of real-world
applications, and it is traditionally achieved via wearable sensing. Recently, to avoid the …
applications, and it is traditionally achieved via wearable sensing. Recently, to avoid the …
Hairpin: Rethinking packet loss recovery in edge-based interactive video streaming
Interactive streaming requires minimizing stuttering events (or deadline misses for video
frames) to ensure seamless interaction between users and applications. However, existing …
frames) to ensure seamless interaction between users and applications. However, existing …
Real-time channel management in WLANs: Deep reinforcement learning versus heuristics
O Iacoboaiea, J Krolikowski, ZB Houidi… - 2021 IFIP Networking …, 2021 - ieeexplore.ieee.org
Today's WLANs rely on a centralized Access Controller (AC) entity for managing distributed
wireless Access Points (APs) to which user devices connect. The availability of real-time …
wireless Access Points (APs) to which user devices connect. The availability of real-time …
{BFMSense}:{WiFi} Sensing Using Beamforming Feedback Matrix
WiFi-based contactless sensing has attracted a tremendous amount of attention due to its
pervasiveness, low-cost, and non-intrusiveness to users. Existing systems mainly leverage …
pervasiveness, low-cost, and non-intrusiveness to users. Existing systems mainly leverage …
Coordinated allocation of radio resources to Wi-Fi and cellular technologies in shared unlicensed frequencies
D Candal-Ventureira, FJ González-Castaño… - IEEE …, 2021 - ieeexplore.ieee.org
Wireless connectivity is essential for industrial production processes and workflow
management. Moreover, the connectivity requirements of industrial devices, which are …
management. Moreover, the connectivity requirements of industrial devices, which are …
Decentralized channel management in WLANs with graph neural networks
Wireless local area networks (WLANs) manage multiple access points (APs) and assign
scarce radio frequency resources to APs for satisfying traffic demands of associated user …
scarce radio frequency resources to APs for satisfying traffic demands of associated user …
From design to deployment of zero touch deep reinforcement learning WLANs
O Iacoboaiea, J Krolikowski, ZB Houidi… - IEEE Communications …, 2022 - ieeexplore.ieee.org
Machine learning is increasingly used to automate networking tasks, in a paradigm known
as zero touch network and service management (ZSM). In particular, deep reinforcement …
as zero touch network and service management (ZSM). In particular, deep reinforcement …
Revisiting acknowledgment mechanism for transport control: Modeling, analysis, and implementation
The shared nature of the wireless medium induces contention between data transport and
backward signaling, such as acknowledgment. The current way of TCP acknowledgment …
backward signaling, such as acknowledgment. The current way of TCP acknowledgment …
ORLA/OLAA: Orthogonal coexistence of LAA and WiFi in unlicensed spectrum
Future mobile networks will exploit unlicensed spectrum to boost capacity and meet growing
user demands cost-effectively. The 3 rd Generation Partnership Project (3GPP) has recently …
user demands cost-effectively. The 3 rd Generation Partnership Project (3GPP) has recently …