48 citations · 72 across the 17 of their papers we have counts for
42 papers
A New Expression for the Product of Two Shadowed Random Variables and its Application to Wireless Communication
Shashank Shekhar, Sheetal Kalyani
In this work, the product of two independent and non-identically distributed (i.n.i.d) shadowed random variables is studied. We derive the series expression for the probabil…
How to boost autoencoders?
Sai Krishna, Thulasi Tholeti, Sheetal Kalyani
Autoencoders are a category of neural networks with applications in numerous domains and hence, improvement of their performance is gaining substantial interest from the machine le…
BayesAoA: A Bayesian method for Computation Efficient Angle of Arrival Estimation
Akshay Sharma, Nancy Nayak, Sheetal Kalyani
The angle of Arrival (AoA) estimation is of great interest in modern communication systems. Traditional maximum likelihood-based iterative algorithms are sensitive to initializatio…
Realizing Neural Decoder at the Edge with Ensembled BNN
Devannagari Vikas, Nancy Nayak, Sheetal Kalyani
In this work, we propose extreme compression techniques like binarization, ternarization for Neural Decoders such as TurboAE. These methods reduce memory and computation by a facto…
Deep learned SVT: Unrolling singular value thresholding to obtain better MSE
Siva Shanmugam, Sheetal Kalyani
Affine rank minimization problem is the generalized version of low rank matrix completion problem where linear combinations of the entries of a low rank matrix are observed and the…
Outage Probability Expressions for an IRS-Assisted System with and without Source-Destination Link for the Case of Quantized Phase Shifts in fading
Mavilla Charishma, Athira Subhash, Shashank Shekhar +1
In this work, we study the outage probability (OP) at the destination of an intelligent reflecting surface (IRS) assisted communication system in a fading environment. A prac…