research
∙
05/19/2023
Marginalized Beam Search Algorithms for Hierarchical HMMs
Inferring a state sequence from a sequence of measurements is a fundamen...
share
research
∙
09/05/2022
Optimized Precoding for MU-MIMO With Fronthaul Quantization
One of the first widespread uses of multi-user multiple-input multiple-o...
research
∙
06/11/2022
Convex quantization preserves logconcavity
Much like convexity is key to variational optimization, a logconcave dis...
research
∙
02/17/2022
Quantisation-aware Precoding for MU-MIMO with Limited-capacity Fronthaul
Base stations in 5G and beyond use advanced antenna systems (AASs), wher...
research
∙
01/28/2022
Inertial Navigation Using an Inertial Sensor Array
We present a comprehensive framework for fusing measurements from multip...
research
∙
10/16/2020
Reinforcement Learning for Efficient and Tuning-Free Link Adaptation
Link adaptation (LA) optimizes the selection of modulation and coding sc...
research
∙
06/15/2020
Deep unfolding of the weighted MMSE beamforming algorithm
Downlink beamforming is a key technology for cellular networks. However,...
research
∙
04/20/2020
Thompson Sampling for Linearly Constrained Bandits
We address multi-armed bandits (MAB) where the objective is to maximize ...
research
∙
10/21/2019
Clock synchronization over networks using sawtooth models
Clock synchronization and ranging over a wireless network with low commu...
research
∙
06/19/2019
Clock synchronization over networks -- Identifiability of the sawtooth model
In this paper, we analyze the two-node joint clock synchronization and r...
research
∙
02/28/2019