Sheetal Kalyani

Orcid: 0000-0002-1530-0140

According to our database1, Sheetal Kalyani authored at least 132 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A DRL Approach for RIS-Assisted Full-Duplex UL and DL Transmission: Beamforming, Phase Shift, and Power Optimization.
IEEE Trans. Wirel. Commun., October, 2024

Binarized ResNet: Enabling Robust Automatic Modulation Classification at the Resource-Constrained Edge.
IEEE Trans. Cogn. Commun. Netw., October, 2024

Rotate the ReLU to Sparsify Deep Networks Implicitly.
Trans. Mach. Learn. Res., 2024

Outage Probability Analysis of Uplink Cell-Free Massive MIMO Network With and Without Pilot Contamination.
IEEE Open J. Commun. Soc., 2024

Online waveform selection for cognitive radar.
CoRR, 2024

Textless NLP - Zero Resource Challenge with Low Resource Compute.
CoRR, 2024

Golden Ratio Search: A Low-Power Adversarial Attack for Deep Learning based Modulation Classification.
CoRR, 2024

Geometry Aware Meta-Learning Neural Network for Joint Phase and Precoder Optimization in RIS.
CoRR, 2024

Learning Rate Optimization for Deep Neural Networks Using Lipschitz Bandits.
CoRR, 2024

Tuning-Free Online Robust Principal Component Analysis through Implicit Regularization.
CoRR, 2024

First line of defense: A robust first layer mitigates adversarial attacks.
CoRR, 2024

Product and Ratio of Two α-κ-μ Shadowed Random Variables and its Application to Wireless Communication.
CoRR, 2024

Probabilistic learning rate scheduler with provable convergence.
CoRR, 2024

Energy Efficient Fair STAR-RIS for Mobile Users.
CoRR, 2024

2023
Optimal Phase Shift Design for Fair Allocation in RIS-Aided Uplink Network Using Statistical CSI.
IEEE J. Sel. Areas Commun., August, 2023

Max-Min SINR Optimization for RIS-Aided Uplink Communications With Green Constraints.
IEEE Wirel. Commun. Lett., 2023

Unrolling SVT to Obtain Computationally Efficient SVT for N-Qubit Quantum State Tomography.
IEEE Trans. Signal Process., 2023

Grafting Laplace and Gaussian Distributions: A New Noise Mechanism for Differential Privacy.
IEEE Trans. Inf. Forensics Secur., 2023

Multi-RIS Communication Systems: Asymptotic analysis of best RIS selection for i.n.i.d. Random Variables using Extreme Value Theory.
CoRR, 2023

Practical Radar Sensing Using Two Stage Neural Network for Denoising OTFS Signals.
CoRR, 2023

Differential Privacy with Higher Utility through Non-identical Additive Noise.
CoRR, 2023

2022
Deep Reinforcement Learning Based Blind mmWave MIMO Beam Alignment.
IEEE Trans. Wirel. Commun., 2022

Cooperative 3D Beamforming for Small-Cell and Cell-Free 6G Systems.
IEEE Trans. Veh. Technol., 2022

On the Asymptotic Performance Analysis of the k-th Best Link Selection Over Non-Identical Non-Central Chi-Square Fading Channels.
IEEE Trans. Commun., 2022

Joint Power-Control and Antenna Selection in User-Centric Cell-Free Systems With Mixed Resolution ADC.
IEEE Trans. Commun., 2022

Outage Probability Expressions for an IRS-Assisted System With and Without Source-Destination Link for the Case of Quantized Phase Shifts in κ - μ Fading.
IEEE Trans. Commun., 2022

Generalized residual ratio thresholding.
Signal Process., 2022

Instantaneous Channel Oblivious Phase Shift Design for an IRS-Assisted SIMO System with Quantized Phase Shift.
CoRR, 2022

SINR Analysis of an IRS Assisted MU-MISO System.
CoRR, 2022

Max-Min Data Rate Optimization for RIS-aided Uplink Communications with Green Constraints.
CoRR, 2022

Introducing the Huber mechanism for differentially private low-rank matrix completion.
CoRR, 2022

The robust way to stack and bag: the local Lipschitz way.
CoRR, 2022

Rotate the ReLU to implicitly sparsify deep networks.
CoRR, 2022

A New Expression for the Product of Two κ-μ Shadowed Random Variables and its Application to Wireless Communication.
CoRR, 2022

2021
Intelligent Reflecting Surface Assisted Beam Index-Modulation for Millimeter Wave Communication.
IEEE Trans. Wirel. Commun., 2021

Airplane-Aided Integrated Next-Generation Networking.
IEEE Trans. Veh. Technol., 2021

Cooperative Relaying in a SWIPT Network: Asymptotic Analysis Using Extreme Value Theory for Non-Identically Distributed RVs.
IEEE Trans. Commun., 2021

Realizing Neural Decoder at the Edge With Ensembled BNN.
IEEE Commun. Lett., 2021

How to boost autoencoders?
CoRR, 2021

Binarized ResNet: Enabling Automatic Modulation Classification at the resource-constrained Edge.
CoRR, 2021

BayesAoA: A Bayesian method for Computation Efficient Angle of Arrival Estimation.
CoRR, 2021

Deep learned SVT: Unrolling singular value thresholding to obtain better MSE.
CoRR, 2021

Outage Probability Expressions for an IRS-Assisted System with and without Source-Destination Link for the Case of Quantized Phase Shifts.
CoRR, 2021

Outage Probability of Uplink Cell-Free Massive MIMO Network with Imperfect CSI Using Dimension-Reduction Method.
CoRR, 2021

On the Differentially Private Nature of Perturbed Gradient Descent.
CoRR, 2021

2020
An Optimized SLM for PAPR Reduction in Non-Coherent OFDM-IM.
IEEE Wirel. Commun. Lett., 2020

Beyond 5G: Leveraging Cell Free TDD Massive MIMO Using Cascaded Deep Learning.
IEEE Wirel. Commun. Lett., 2020

Analysis of MRC With η-μ Co-Channel Interference.
IEEE Trans. Veh. Technol., 2020

Tune Smarter Not Harder: A Principled Approach to Tuning Learning Rates for Shallow Nets.
IEEE Trans. Signal Process., 2020

Subspace Clustering Without Knowing the Number of Clusters: A Parameter Free Approach.
IEEE Trans. Signal Process., 2020

Transmit Power Policy and Ergodic Multicast Rate Analysis of Cognitive Radio Networks in Generalized Fading.
IEEE Trans. Commun., 2020

Design of Communication Systems Using Deep Learning: A Variational Inference Perspective.
IEEE Trans. Cogn. Commun. Netw., 2020

Leveraging Online Learning for CSS in Frugal IoT Network.
IEEE Trans. Cogn. Commun. Netw., 2020

High SNR consistent compressive sensing without signal and noise statistics.
Signal Process., 2020

Understanding Learning Dynamics of Binary Neural Networks via Information Bottleneck.
CoRR, 2020

Cooperative relaying with energy harvesting relays : Asymptotic analysis using extreme value theory for non-identically distributed RVs.
CoRR, 2020

What is the optimal depth for deep-unfolding architectures at deployment?
CoRR, 2020

Deep Reinforcement Learning based Blind mmWave MIMO Beam Alignment.
CoRR, 2020

2019
Corrections to "Outage Probability and Rate for κ-μ Shadowed Fading in Interference Limited Scenario".
IEEE Trans. Wirel. Commun., 2019

Analysis of Optimal Combining in Rician Fading With Co-Channel Interference.
IEEE Trans. Veh. Technol., 2019

Performance Analysis of Device-to-Device Communication Underlaying Dense Networks (DenseNets).
IEEE Trans. Veh. Technol., 2019

Structured and Unstructured Outlier Identification for Robust PCA: A Fast Parameter Free Algorithm.
IEEE Trans. Signal Process., 2019

Residual Ratio Thresholding for Linear Model Order Selection.
IEEE Trans. Signal Process., 2019

Noise Statistics Oblivious GARD For Robust Regression With Sparse Outliers.
IEEE Trans. Signal Process., 2019

Asymptotic Maximum Order Statistic for SIR in κ-μ Shadowed Fading.
IEEE Trans. Commun., 2019

Analysis of Massive MIMO With Low-Resolution ADC in Nakagami- ${m}$ Fading.
IEEE Commun. Lett., 2019

Blind decoding in α-Stable noise: An online learning approach.
CoRR, 2019

Concavifiability and convergence: necessary and sufficient conditions for gradient descent analysis.
CoRR, 2019

Coherent and Non-Coherent Multilayer Index Modulation.
IEEE Access, 2019

Joint power and resource allocation for D2D communication with low-resolution ADC.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018
Error Vector Magnitude Analysis in Generalized Fading With Co-Channel Interference.
IEEE Trans. Commun., 2018

High SNR consistent compressive sensing.
Signal Process., 2018

Spectrum Access In Cognitive Radio Using a Two-Stage Reinforcement Learning Approach.
IEEE J. Sel. Top. Signal Process., 2018

Secrecy Capacity of κ-μ Shadowed Fading Channels.
IEEE Commun. Lett., 2018

Backpropagating Through the Air: Deep Learning at Physical Layer Without Channel Models.
IEEE Commun. Lett., 2018

Interference Prediction in Partially Loaded Cellular Networks Using Asymmetric Cost Functions.
IEEE Commun. Lett., 2018

EVM analysis of an Interference Limited SIMO-SC System With Independent and Correlated Channels.
CoRR, 2018

Structured and Unstructured Outlier Identification for Robust PCA: A Non iterative, Parameter free Algorithm.
CoRR, 2018

Asymptotic maximal order statistic for SIR in κ-μ shadowed fading.
CoRR, 2018

Analysis of Outage Probability of MRC with η-μ co-channel interference.
CoRR, 2018

Residual Ratio Thresholding for Model Order Selection.
CoRR, 2018

A Non-parametric Multi-stage Learning Framework for Cognitive Spectrum Access in IoT Networks.
CoRR, 2018

Fast, Parameter free Outlier Identification for Robust PCA.
CoRR, 2018

Signal and Noise Statistics Oblivious Orthogonal Matching Pursuit.
Proceedings of the 35th International Conference on Machine Learning, 2018

2017
Outage Probability and Rate for κ-μ Shadowed Fading in Interference Limited Scenario.
IEEE Trans. Wirel. Commun., 2017

Modeling the Behavior of Peaks of OFDM Signal Using 'Peaks Over Threshold' Approach.
IEEE Trans. Wirel. Commun., 2017

SER for Optimal Combining in Rician Fading with Co-channel Interference.
CoRR, 2017

An aggregating strategy for shifting experts in discrete sequence prediction.
CoRR, 2017

Reinforcement learning techniques for Outer Loop Link Adaptation in 4G/5G systems.
CoRR, 2017

Approximate Random Matrix Models for Generalized Fading MIMO Channels.
CoRR, 2017

Taming Non-stationary Bandits: A Bayesian Approach.
CoRR, 2017

Impact of Correlation between Interferers on Coverage Probability and rate in Cellular Systems.
CoRR, 2017

Tuning Free Orthogonal Matching Pursuit.
CoRR, 2017

2016
Combining ML and Compressive Sensing: Detection Schemes for Generalized Space Shift Keying.
IEEE Wirel. Commun. Lett., 2016

Rate Prediction and Selection in LTE Systems Using Modified Source Encoding Techniques.
IEEE Trans. Wirel. Commun., 2016

Impact of Sub-Band Correlation on SFR and Comparison of FFR and SFR.
IEEE Trans. Wirel. Commun., 2016

Impact of Correlated Interferers on Coverage and Rate of FFR and SFR Schemes.
IEEE Trans. Veh. Technol., 2016

High SNR Consistent Linear Model Order Selection and Subset Selection.
IEEE Trans. Signal Process., 2016

Error Vector Magnitude Analysis of Fading SIMO Channels Relying on MRC Reception.
IEEE Trans. Commun., 2016

Resource Allocation for D2D Links in the FFR and SFR Aided Cellular Downlink.
IEEE Trans. Commun., 2016

Channel Estimation in OFDM Systems With Virtual Subcarriers Using DPSS.
IEEE Commun. Lett., 2016

Predicting the Affordable Rate in Interference-Limited Cellular Systems Using Higher-Order Markov Models.
IEEE Access, 2016

Sparse Channel Estimation in OFDM Systems with Virtual Sub-Carriers.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015
Performance Analysis of Cooperative Spectrum Sensing Over κ-μ Shadowed Fading.
IEEE Wirel. Commun. Lett., 2015

Coverage Probability and Rate for κμ/ημ Fading Channels in Interference-Limited Scenarios.
IEEE Trans. Wirel. Commun., 2015

Spectrum Allocation for ICIC-Based Picocell.
IEEE Trans. Veh. Technol., 2015

Coverage Probability and Achievable Rate Analysis of FFR-Aided Multi-User OFDM-Based MIMO and SIMO Systems.
IEEE Trans. Commun., 2015

High SNR Consistent Thresholding for Variable Selection.
IEEE Signal Process. Lett., 2015

Optimal design parameters for coverage probability in fractional frequency reuse and soft frequency reuse.
IET Commun., 2015

A Practical Compressed Sensing Approach for Channel Estimation in OFDM Systems.
IEEE Commun. Lett., 2015

A Modified PPM Algorithm for Online Sequence Prediction Using Short Data Records.
IEEE Commun. Lett., 2015

SER for Optimal Combining in the Presence of Multiple Correlated Co-Channel Interferers.
IEEE Commun. Lett., 2015

Analysis of Outage Probability and Capacity for κ-μ/η-μ Faded Channel.
IEEE Commun. Lett., 2015

2014
Optimal Thresholds for Coverage and Rate in FFR Schemes for Planned Cellular Networks.
CoRR, 2014

Analysis and Comparison of Coverage Probability in the Presence of Correlated Nakagami-m Interferers and Non-identical Independent Nakagami-m Interferers.
CoRR, 2014

2013
Biased estimators with adaptive shrinkage targets for orthogonal frequency division multiple access channel estimation.
IET Commun., 2013

Coverage probability in cellular networks with partial or full loading.
Proceedings of IEEE International Conference on Communications, 2013

2012
Analysis of Opportunistic Scheduling Algorithms in OFDMA Systems in the Presence of Generalized Fading Models.
IEEE Trans. Wirel. Commun., 2012

The Asymptotic Distribution of Maxima of Independent and Identically Distributed Sums of Correlated or Non-Identical Gamma Random Variables and its Applications.
IEEE Trans. Commun., 2012

On CRB for Parameter Estimation in Two Component Gaussian Mixtures and the Impact of Misspecification.
IEEE Trans. Commun., 2012

2011
Cognitive Interference Management in Heterogeneous Femto-Macro Cell Networks.
Proceedings of IEEE International Conference on Communications, 2011

2009
Low Complexity Decision Directed Channel Tracking for High Mobility OFDM Systems.
Proceedings of IEEE International Conference on Communications, 2009

2008
Interference Mitigation in Turbo-Coded OFDM Systems using Robust Statistics.
Proceedings of the 67th IEEE Vehicular Technology Conference, 2008

Interference Mitigation in Turbo-Coded OFDM Systems Using Robust LLRs.
Proceedings of IEEE International Conference on Communications, 2008

2007
Mitigation of Error Propagation in Decision Directed OFDM Channel Tracking Using Generalized M Estimators.
IEEE Trans. Signal Process., 2007

Impulsive Interference Cancellation in Uplink Macro-Diversity Combining.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2007

Narrowband Interference Mitigation in Turbo-Coded OFDM Systems.
Proceedings of IEEE International Conference on Communications, 2007

Robust Statistics Based Expectation-Maximization Algorithm for Channel Tracking in OFDM Systems.
Proceedings of IEEE International Conference on Communications, 2007

MSE Analysis of the Iteratively Reweighted Least Squares Algorithm when Applied to M Estimators.
Proceedings of the Global Communications Conference, 2007

2006
Leverage Weighted Decision Directed Channel Tracking for OFDM Systems.
Proceedings of IEEE International Conference on Communications, 2006

Extreme Value Theory based Decision Directed OFDM Channel Tracking.
Proceedings of IEEE International Conference on Communications, 2006

Extreme Value Theory based OFDM Channel Estimation in the Presence of Narrowband Interference.
Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006


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