Improved energy efficiency using adaptive ant colony distributed intelligent based clustering in wireless sensor networks

KA Sharada, TR Mahesh, S Chandrasekaran… - Scientific Reports, 2024 - nature.com
Optimization algorithms have come a long way in the last several decades, with the goal of
reducing energy consumption and minimizing interference with primary users during data …

One-bit spectrum sensing using Gustafson–Kessel fuzzy clustering for cognitive radio network

S Majumder - Physical Communication, 2024 - Elsevier
In this article, we address the problem of one-bit spectrum sensing using a multi-antenna
array for cognitive radio networks. Spectrum sensing with one-bit analog-to-digital converter …

Less sample‐cooperative spectrum sensing against large‐scale Byzantine attack in cognitive wireless sensor networks

J Wu, M Dai, X Teng, C Wu, M He… - Transactions on …, 2024 - Wiley Online Library
Cooperative spectrum sensing (CSS) has emerged as a promising strategy for identifying
available spectrum resources by leveraging spatially distributed sensors in cognitive …

MIA-GAN: More-Information-Assisted GAN for Channel Estimation of Massive MIMO Systems with One-Bit ADCs and Inadequate Samples

S Luan, Y Peng, C Li, Z Zhou, X Ni… - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
Accurate channel estimation ensures auto-pilot safety in 5G and 6G communications.
Nevertheless, multiuser massive MIMO systems with one-bit ADCs significantly decrease …

Direct Target Localization With Low-bit Quantization in Wireless Sensor Networks

G Zhang, W Yi, M Matthaiou… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Wireless sensor networks (WSNs) have been recognized to have great potential in the field
of target localization. To address the challenges of limited power consumption, channel …

A Simple Chir**‐Based Spectrum Sensing Scheme for Cognitive Radio Applications

H Taki, D Tanguy, A Mansour - International Journal of …, 2025 - Wiley Online Library
In this study, we propose a simple spectrum sensing method based on exploiting the
properties of a group‐delay phaser. Following the theory that an additive white noise should …

Analysis of 6G and B5G waveforms using hybrid MF-ED and ECG-ED spectrum sensing techniques

A Kumar, A Nanthaamornphong - Automatika, 2025 - Taylor & Francis
The rapid evolution of wireless communication has necessitated advanced waveform
analysis for beyond-fifth-generation (B5G) and sixth-generation (6G) radio networks …

One-Bit Target Detection in Collocated MIMO Radar with Colored Background Noise

YH **ao, D Ramírez, L Huang, XP Li, HC So - arxiv preprint arxiv …, 2024 - arxiv.org
One-bit sampling has emerged as a promising technique in multiple-input multiple-output
(MIMO) radar systems due to its ability to significantly reduce data volume and processing …

Improved quantum inspired evolution algorithm with ResNet50 for spectrum sensing in cognitive radio networks

SK Mochigar, RU Matad - Bulletin of Electrical Engineering and Informatics, 2025 - beei.org
Spectrum is considered one of the most highly regulated and limited natural resources.
Cognitive radio (CR) relies on cutting-edge technology which helps to rectify the issues …

A Unified One-Bit Source Detection Method Leveraging Second-Order Statistics

Y Zhao, B Zhao, L Chen - 2024 7th International Conference on …, 2024 - ieeexplore.ieee.org
This paper introduces a unified detection method utilizing second-order statistics to address
the inherent challenges posed by one-bit quantization. We propose a rigorous framework for …