17 citations · 98 across the 45 of their papers we have counts for
50 papers
Performance Analysis of Relay Selection Schemes in Multi-Hop Decode-and-Forward Networks
Shalanika Dayarathna, Rajitha Senanayake, Jamie Evans
This paper analyses the data rate achieved by various relay selection schemes in a single-user multi-hop relay network with decode-and-forward (DF) relaying. While the single-user…
A Sample-Deficient Analysis of the Leading Generalized Eigenvalue for the Detection of Signals in Colored Gaussian Noise
Prathapasinghe Dharmawansa, Saman Atapattu, Jamie Evans +1
This paper investigates the signal detection problem in colored Gaussian noise with an unknown covariance matrix. To be specific, we consider a sample deficient scenario in which t…
CFMA for Gaussian MIMO Multiple Access Channels
Lanwei Zhang, Jamie Evans, Jingge Zhu
Compute-forward multiple access (CFMA) is a multiple access transmission scheme based on Compute-and-Forward (CF) which allows the receiver to first decode linear combinations of t…
Accelerating Graph Neural Networks via Edge Pruning for Power Allocation in Wireless Networks
Lili Chen, Jingge Zhu, Jamie Evans
Graph Neural Networks (GNNs) have recently emerged as a promising approach to tackling power allocation problems in wireless networks. Since unpaired transmitters and receivers are…
Learning Channel Codes from Data: Performance Guarantees in the Finite Blocklength Regime
Neil Irwin Bernardo, Jingge Zhu, Jamie Evans
This paper examines the maximum code rate achievable by a data-driven communication system over some unknown discrete memoryless channel in the finite blocklength regime. A class o…
On the Value of Stochastic Side Information in Online Learning
Junzhang Jia, Xuetong Wu, Jingge Zhu +1
We study the effectiveness of stochastic side information in deterministic online learning scenarios. We propose a forecaster to predict a deterministic sequence where its performa…