4 papers
A Proximal Jacobian ADMM Approach for Fast Massive MIMO Signal Detection in Low-Latency Communications
Anis Elgabli, Ali Elghariani, Vaneet Aggarwal +2
One of the 5G promises is to provide Ultra Reliable Low Latency Communications (URLLC) which targets an end to end communication latency that is less than 1ms . The very low latenc…
A Low Complexity Detection Algorithm Based on Alternating Minimization
Anis Elgabli, Ali Elghariani, Vaneet Aggarwal +1
In this paper, we propose an algorithm based on the Alternating Minimization technique to solve the uplink massive MIMO detection problem. The proposed algorithm provides a lower c…
QoE-Aware Resource Allocation for Small Cells
Anis Elgabli, Ali Elghariani, Vaneet Aggarwal +1
In this paper, we study the problem of Quality of Experience (QoE) aware resource allocation in wireless systems. In particular, we consider application-aware joint Bandwidth-Power…
Two-Stage LASSO ADMM Signal Detection Algorithm For Large Scale MIMO
Anis Elgabli, Ali Elghariani, Abubakr O. Al-Abbasi +1
This paper explores the benefit of using some of the machine learning techniques and Big data optimization tools in approximating maximum likelihood (ML) detection of Large Scale M…