Finite block length analysis of RIS-assisted UAV-based multiuser IoT communication system with non-linear EH

N Agrawal, A Bansal, K Singh, CP Li… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Reconfigurable intelligent surface (RIS) has emerged as an important transmission
technology for numerous applications in Internet of Things (IoT) systems. Thus, in this paper …

Time-series based prediction for energy consumption of smart home data using hybrid convolution-recurrent neural network

N Bhoj, RS Bhadoria - Telematics and Informatics, 2022 - Elsevier
The rapid increase in technological development has led to the rise in usage of IoT devices
for monitoring Electrical Energy Consumption. As countries around the world are committing …

Performance Evaluation of Uplink Grant-Free Access Networks Based on Spreading-Based NOMA

AT Abusabah, NM Balasubramanya… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
The pressing need to support connectivity to an ever-increasing number of devices has
motivated the development of new channel access schemes, which achieve throughput …

Joint Activity and Data Detection for Massive Grant-Free Access Using Deterministic Non-Orthogonal Signatures

NY Yu, W Yu - IEEE Transactions on Wireless Communications, 2024 - ieeexplore.ieee.org
Grant-free access is a key enabler for connecting wireless devices with low latency and low
signaling overhead in massive machine-type communications (mMTC). For massive grant …

Connection-Based Aloha: Modeling, Optimization, and Effects of Connection Establishment

X Zhao, L Dai - IEEE Transactions on Wireless …, 2023 - ieeexplore.ieee.org
According to whether a connection to the receiver is established before data transmission,
random access schemes can be divided into two categories: connection-based and …

Kronecker-Based Non-Orthogonal Sequences of Small Phases for Uplink Grant-Free Access Using the Genetic Algorithm

NY Yu - IEEE Communications Letters, 2022 - ieeexplore.ieee.org
In massive machine-type communications (mMTC), grant-free access is a key enabler for a
massive number of users to be connected to a base station with low signaling overhead and …

Deep Neural Network Based Active User Detection for Grant-Free Multiple Access

ZS Lien, CH Lee - IEEE Transactions on Vehicular Technology, 2024 - ieeexplore.ieee.org
The dramatic increment of Internet of Things (IoT) devices has become a challenging
problem in wireless communications. The IoT devices have the characteristic of sporadic …

Rank test-based scattering center number estimation in extended radar-target detection

J Yang, J Yi, X Wan, F Cheng - IEEE Communications Letters, 2022 - ieeexplore.ieee.org
This letter designs a source number estimator based on rank test method and applies it to
solve the problem of extended target scattering center number estimation in radar detection …

Cluster-based massive access for massive MIMO systems

S Liang, W Chen, Z Sun, A Chen… - China Communications, 2024 - ieeexplore.ieee.org
Massive machine type communication aims to support the connection of massive devices,
which is still an important scenario in 6G. In this paper, a novel cluster-based massive …

基于稀疏贝叶斯学习的大规模多用户检测算法

陈平平, 王宣达, 谢肇鹏, 方毅, 陈家辉 - 通信学报, 2023 - infocomm-journal.com
针对现有算法大都基于高斯逆伽马先验模型的稀疏贝叶斯学习(GIG-SBL),
忽略了稀疏解所对应的支撑集向量稀疏性的问题, 提出一种基于伯努利高斯逆伽马先验模型的 …