79 citations · 186 across the 19 of their papers we have counts for
6 papers · 1 filter
Underwater Acoustic Communication Channel Modeling using Reservoir Computing
Oluwaseyi Onasami, Ming Feng, Hao Xu +2
Underwater acoustic (UWA) communications have been widely used but greatly impaired due to the complicated nature of the underwater environment. In order to improve UWA communicati…
Underwater Acoustic Communication Channel Modeling using Deep Learning
Oluwaseyi Onasami, Damilola Adesina, Lijun Qian
With the recent increase in the number of underwater activities, having effective underwater communication systems has become increasingly important. Underwater acoustic communicat…
Intelligent Spectrum Learning for Wireless Networks with Reconfigurable Intelligent Surfaces
Bo Yang, Xuelin Cao, Chongwen Huang +3
Reconfigurable intelligent surface (RIS) has become a promising technology for enhancing the reliability of wireless communications, which is capable of reflecting the desired sign…
Adversarial Machine Learning in Wireless Communications using RF Data: A Review
Damilola Adesina, Chung-Chu Hsieh, Yalin E. Sagduyu +1
Machine learning (ML) provides effective means to learn from spectrum data and solve complex tasks involved in wireless communications. Supported by recent advances in computationa…
Computation Offloading in Multi-Access Edge Computing Networks: A Multi-Task Learning Approach
Bo Yang, Xuelin Cao, Joshua Bassey +3
Multi-access edge computing (MEC) has already shown the potential in enabling mobile devices to bear the computation-intensive applications by offloading some tasks to a nearby acc…
Device Authentication Codes based on RF Fingerprinting using Deep Learning
Joshua Bassey, Xiangfang Li, Lijun Qian
In this paper, we propose Device Authentication Code (DAC), a novel method for authenticating IoT devices with wireless interface by exploiting their radio frequency (RF) signature…