Binaural Speech Separation Algorithm Based on Deep Clustering
Neutral network (NN) and clustering are the two commonly used methods for speech separation based on supervised learning. Recently, deep clustering methods […]
Cooperative Lossy Communications in Unmanned Aerial Vehicle Networks
This paper analyzes the robustness and timeliness for cooperative lossy communications in unmanned aerial vehicle (UAV) networks. The analytical framework consists of […]
V2V Cooperative Sensing using Reinforcement Learning with Action Branching
Cooperative perception plays a vital role in extending a vehicle’s sensing range beyond its line-of-sight. However, exchanging raw sensory data under limited […]
BayGo
This article deals with the problem of distributed machine learning, in which agents update their models based on their local datasets, and […]
On Sum Rate Maximization Study for Cellular-Connected UAV Swarm Communications
The integration of cellular networks and unmanned aerial vehicle (UAV) swarm communications is expected to be a promising technology to provide ubiquitous […]
Deep Learning-based Power Control for Cell-Free Massive MIMO Networks
A deep learning (DL)-based power control algorithm that solves the max-min user fairness problem in a cell-free massive multiple-input multiple-output (MIMO) system […]
LPWAN Coverage Assessment Planning without Explicit Knowledge of Base Station Locations
An assessment of radio network coverage, usually in the form of a measurement campaign, is essential for multi-base-station (multi-BS) network deployment and […]
A Learning-Based Fast Uplink Grant for Massive IoT via Support Vector Machines and Long Short-Term Memory
The current random access (RA) allocation techniques suffer from congestion and high signaling overhead while serving massive machine type communication (mMTC) applications. […]
Deep-HR
This paper presents a novel method for remote heart rate (HR) estimation. Recent studies have proved that blood pumping by the heart […]
Performance and lifetime of intercalative water deionization cells for mono- and divalent ion removal
Intercalative deionization (IDI) uses two cation intercalation electrodes separated by an anion exchange membrane in a symmetric cell design that has the […]