Bidirectional Long Short-Term Memory Variational Autoencoder
Variational Autoencoder (VAE) has achieved promising success since its emergence. In recent years, its various variants have been developed, especially those works […]
A directed information learning framework for event-driven M2M traffic prediction
Burst of transmissions stemming from event-driven traffic in machine-type communication (MTC) can lead to congestion of random access resources, packet collisions, and […]
Demo
Cash-less payment via a variety of credit, debit or prepaid cards is pervasive in our interconnected society, but not so ubiquitous in […]
Impact of Shared LTE Network High Typical Traffic Loads on Smart Grid Demand Response Schemes
Smart grid (SG) demand response (DR) programs and their management attain higher importance as distributed energy generation becomes more popular in households […]
Automatic charging of an energy harvesting powered sensor node from controllable energy source
It is expected that the number of the Internet of Things (IoT) devices will grow significantly in the coming years. Batteries, which […]
Century of manual remote control, automation, autonomy, and self-organization
We present a multidisciplinary historical review of manual remote control, automation, autonomy, and self-organization roughly covering the last century. Some conceptual analysis […]
Maskless direct growth of carbon nanotube micropatterns on metallic substrates
Herein, we report on a simple process, which is suitable for producing carbon nanotube micropatterns on steel alloys without the use of […]
Interference Management via User Clustering in Two-Stage Precoder Design
We consider a single cell downlink (DL) massive multiple-input multiple-output (MIMO) set-up with user clustering based on statistical information. The problem is […]
Rate Maximization for Partially Connected Hybrid Beamforming in Single-User MIMO Systems
Partially connected hybrid beamforming (HBF) is a promising approach to alleviate the implementation of large scale millimeter-wave multiple-input multiple-output (MIMO) systems. In […]
Bayesian Learning Based Millimeter-Wave Sparse Channel Estimation with Hybrid Antenna Array
We consider the problem of millimeter-wave (mmWave) channel estimation with a hybrid digital-analog two-stage beamforming structure. A radio frequency (RF) chain excites […]