890 citations · 3k across the 39 of their papers we have counts for
Showing 2022Show all
3 papers · 1 filter
eess.SP2022
Vector Quantization Methods for Access Point Placement in Cell-Free Massive MIMO Systems
Govind R. Gopal, Bhaskar D. Rao
We examine the problem of uplink cell-free access point (AP) placement in the context of optimal throughput. In this regard, we formulate two main placement problems, namely the su…
eess.SP2022★ 55 cited
Maximum Likelihood-based Gridless DoA Estimation Using Structured Covariance Matrix Recovery and SBL with Grid Refinement
Rohan R. Pote, Bhaskar D. Rao
We consider the parametric data model employed in applications such as line spectral estimation and direction-of-arrival estimation. We focus on the stochastic maximum likelihood e…
cs.LG2022★ 1 cited
Improved Bounds on Neural Complexity for Representing Piecewise Linear Functions
Kuan-Lin Chen, Harinath Garudadri, Bhaskar D. Rao
A deep neural network using rectified linear units represents a continuous piecewise linear (CPWL) function and vice versa. Recent results in the literature estimated that the numb…