10 citations · 25 across the 10 of their papers we have counts for
17 papers
On the Entropy of a Random Geometric Graph
Praneeth Kumar Vippathalla, Justin P. Coon, Mihai-Alin Badiu
In this paper, we study the entropy of a hard random geometric graph (RGG), a commonly used model for spatial networks, where the connectivity is governed by the distances between…
Rate-Distortion-Perception Function of Bernoulli Vector Sources
Praneeth Kumar Vippathalla, Mihai-Alin Badiu, Justin P. Coon
In this paper, we consider the rate-distortion-perception (RDP) trade-off for the lossy compression of a Bernoulli vector source, which is a finite collection of independent binary…
LEAST: a Low-Energy Adaptive Scalable Tree-based routing protocol for Wireless Sensor Networks
Amirmohammad Farzaneh, Mihai-Alin Badiu, Justin P. Coon
Routing is one of the critical and ongoing challenges in Wireless Sensor Networks. The main challenge has always been to have a routing protocol that reduces the communication over…
BernoulliZip: a Compression Algorithm for Bernoulli Processes and Erdos-Renyi Graphs
Amirmohammad Farzaneh, Mihai-Alin Badiu, Justin P. Coon
A novel compression scheme for compressing the outcome of independent Bernoulli trials is introduced and analysed. The resulting algorithm, BernoulliZip, is a fast and near-opt…
Study of Intelligent Reflective Surface Assisted Communications with One-bit Phase Adjustments
Tianxiong Wang, Gaojie Chen, Justin P. Coon +1
We analyse the performance of a communication link assisted by an intelligent reflective surface (IRS) positioned in the far field of both the source and the destination. A direct…
A Value of Information Framework for Latent Variable Models
Zijing Wang, Mihai-Alin Badiu, Justin P. Coon
In this paper, a general value of information (VoI) framework is formalised for latent variable models. In particular, the mutual information between the current status at the sour…