12 citations · 38 across the 10 of their papers we have counts for
11 papers
Outage Performance and Novel Loss Function for an ML-Assisted Resource Allocation: An Exact Analytical Framework
Nidhi Simmons, David E Simmons, Michel Daoud Yacoub
We introduce a novel loss function to minimize the outage probability of an ML-based resource allocation system. A single-user multi-resource greedy allocation strategy constitutes…
AI-Based Channel Prediction in D2D Links: An Empirical Validation
Nidhi Simmons, Samuel B. Ferreira Gomes, Michel Daoud Yacoub +3
Device-to-Device (D2D) communication propelled by artificial intelligence (AI) will be an allied technology that will improve system performance and support new services in advance…
Outage Performance Analysis of Multicarrier Relay Selection for Cooperative Networks
Shuping Dang, Justin P. Coon, Gaojie Chen +1
In this paper, we analyze the outage performance of two multicarrier relay selection schemes, i.e. bulk and per-subcarrier selections, for two-hop orthogonal frequency-division mul…
Quantum Enhanced Classical Sensor Networks
David Simmons, Justin Coon, Animesh Datta
The quantum enhanced classical sensor network consists of clusters of entangled quantum states that have been trialled times, each feeding into a classical estimation…
The Quantum Theil Index: Characterizing Graph Centralization using von Neumann Entropy
David Simmons, Justin Coon, Animesh Datta
We show that the von Neumann entropy (from herein referred to as the von Neumann index) of a graph's trace normalized combinatorial Laplacian provides structural information about…
Accessibility and Delay in Random Temporal Networks
Shahriar Etemadi Tajbakhsh, Justin P. Coon, David E. Simmons
In a wide range of complex networks, the links between the nodes are temporal and may sporadically appear and disappear. This temporality is fundamental to analyze the formation of…