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 …
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
The current random access (RA) allocation techniques suffer from congestion and high
signaling overhead while serving massive machine-type communication (mMTC) …
signaling overhead while serving massive machine-type communication (mMTC) …
Minimization of the worst case average energy consumption in UAV-assisted IoT networks
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 …
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 …
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
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 …
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
Traditional multiple access schemes, as well as more recent preamble-based schemes,
cannot achieve the extremely low latency, complexity, and collision probability required by …
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 …
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
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 …
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 …
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
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 …
Medium Access Control (MAC) layer when a massive number of IoT devices seek to transfer …