22 citations · 102 across the 45 of their papers we have counts for
6 papers · 1 filter
An Exploration of the Heterogeneous Unsourced MAC
Allen Hao, Stefano Rini, Vamsi Amalladinne +2
The unsourced MAC model was originally introduced to study the communication scenario in which a number of devices with low-complexity and low-energy wish to upload their respectiv…
A Hybrid Approach to Coded Compressed Sensing where Coupling Takes Place via the Outer Code
Jamison R. Ebert, Vamsi K. Amalladinne, Jean-Francois Chamberland +1
This article seeks to advance coded compressed sensing (CCS) as a practical scheme for unsourced random access. The original CCS algorithm features a concatenated structure where a…
Unsourced Random Access with Coded Compressed Sensing: Integrating AMP and Belief Propagation
Vamsi K. Amalladinne, Asit Kumar Pradhan, Cynthia Rush +2
Sparse regression codes with approximate message passing (AMP) decoding have gained much attention in recent times. The concepts underlying this coding scheme extend to unsourced r…
Enhanced Normalized Mutual Information for Localization in Noisy Environments
Samuel Todd Flanagan, Drupad K. Khublani, J. -F. Chamberland +2
Fine localization is a crucial task for autonomous vehicles. Although many algorithms have been explored in the literature for this specific task, the goal of getting accurate resu…
Localization in Autonomous Vehicles Using a Generalized Inner Product
Samuel Todd Flanagan, Drupad K. Khublani, Jean-Francois Chamberland +2
Fine localization in autonomous driving platforms is a task of broad interest, receiving much attention in recent years. Some localization algorithms use the Euclidean distance as…
On Approximate Message Passing for Unsourced Access with Coded Compressed Sensing
Vamsi K. Amalladinne, Asit Kumar Pradhan, Cynthia Rush +2
Sparse regression codes with approximate message passing (AMP) decoding have gained much attention in recent times. The concepts underlying this coding scheme extend to unsourced a…