Energy-efficient wake-up signalling for machine-type devices based on traffic-aware long short-term memory prediction

DE Ruíz-Guirola, CA Rodríguez-López… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
Reducing energy consumption is a pressing issue in low-power machine-type
communication (MTC) networks. In this regard, the Wake-up Signal (WuS) technology, which …

A learning-based fast uplink grant for massive IoT via support vector machines and long short-term memory

E Eldeeb, M Shehab, H Alves - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
The current random access (RA) allocation techniques suffer from congestion and high
signaling overhead while serving massive machine-type communication (mMTC) …

Minimization of the worst case average energy consumption in UAV-assisted IoT networks

OM Rosabal, OLA López, DE Pérez… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
The Internet of Things (IoT) brings connectivity to a massive number of devices that demand
energy-efficient solutions to deal with limited battery capacities, uplink-dominant traffic, and …

Efficient resource allocation in fast-uplink grant for machine-type communications with NOMA

M El Tanab, W Hamouda - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
Efficient uplink access is a keystone for the successful deployment of machine-type
communication (MTC) that enables the promising Internet of Things (IoT). In this article, we …

[PDF][PDF] Mitigating the massive access problem in the internet of things

E Gelenbe, M Nakıp, D Marek… - International ISCIS …, 2021 - library.oapen.org
The traffic from the large number of IoT devices connected to the IoT is a source of
congestion known as the Massive Access Problem (MAP), that results in packet losses …

Semi-grant-free orthogonal multiple access with partial-information for short packet transmissions

A Rech, S Tomasin, L Vangelista… - IEEE Open Journal of …, 2023 - ieeexplore.ieee.org
Traditional multiple access schemes, as well as more recent preamble-based schemes,
cannot achieve the extremely low latency, complexity, and collision probability required by …

Spatial-separable NOMA-based intelligent hierarchical fast uplink grant for mURLLC over cell-free networks

J Wang, J Li, P Zhu, D Wang… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
Massive ultrareliable and low-latency communications (mURLLCs) have emerged as a
dominating 6G-standard service. Fast uplink grant is an effective means to solve the uplink …

Traffic prediction and fast uplink for hidden Markov IoT models

E Eldeeb, M Shehab, AE Kalør… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
In this work, we present a novel traffic prediction and fast uplink (FU) framework for IoT
networks controlled by binary Markovian events. First, we apply the forward algorithm with …

Priority‐aware intelligent device access management for carbon footprint monitoring in sustainable cites and society

X Su, P Liu, Z Wang, H Liao, Z Zhou, G Xu… - IET …, 2023 - Wiley Online Library
Carbon footprint monitoring provides significant basis for computing facilities to improve the
computing efficiency and reduce the energy cost, which can enable low/zero carbon …

Dynamic automatic forecaster selection via artificial neural network based emulation to enable massive access for the Internet of Things

M Nakıp, E Çakan, V Rodoplu, C Güzeliş - Journal of Network and …, 2022 - Elsevier
Abstract The Massive Access Problem of the Internet of Things (IoT) occurs at the uplink
Medium Access Control (MAC) layer when a massive number of IoT devices seek to transfer …