Balasubramaniam Natarajan

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 109

Top Venues

CoRR

ISGT

IEEE Access

IEEE Trans. Ind. Informatics

Publications

Dylan Wheeler, Balasubramaniam Natarajan
Autoencoder-Based Domain Learning for Semantic Communication with Conceptual Spaces. CoRR (2024)
Dylan Wheeler, Balasubramaniam Natarajan
Autoencoder-Based Domain Learning for Semantic Communication with Conceptual Spaces. WTS (2024)
Dylan Wheeler, Erin E. Tripp, Balasubramaniam Natarajan
Asynchronous multiuser detection for sparse code multiple access with unknown delays: A compressed sensing approach. Int. J. Commun. Syst. 37 (8) (2024)
Aabila Tharzeen, Shweta Dahale, Balasubramaniam Natarajan
Neural SDE-Based Epistemic Uncertainty Quantification in Deep Neural Networks. EANN (2024)
Aabila Tharzeen, Balasubramaniam Natarajan, Babji Srinivasan
Phasor data correction and transmission system state estimation under Man-in-the-Middle attack. ISGT (2023)
Rahul Madbhavi, Balasubramaniam Natarajan, Babji Srinivasan
Graph Neural Network-Based Distribution System State Estimators. IEEE Trans. Ind. Informatics 19 (12) (2023)
Shweta Dahale, Sai Munikoti, Balasubramaniam Natarajan
A General Framework for Uncertainty Quantification via Neural SDE-RNN. CoRR (2023)
Priyanka Gautam, Amulya Sreejith, Balasubramaniam Natarajan
A Transductive Graph Neural Network learning for Grid Resilience Analysis. SmartGridComm (2023)
Sriram Anbalagan, Sai Shashank GP, Deepesh Agarwal, Balasubramaniam Natarajan, Babji Srinivasan
Active Foundational Models for Fault Diagnosis of Electrical Motors. CoRR (2023)
Deepesh Agarwal, Balasubramaniam Natarajan
Tracking and handling behavioral biases in active learning frameworks. Inf. Sci. 641 (2023)
Shweta Dahale, Sai Munikoti, Balasubramaniam Natarajan, Rui Yang
Latent Neural ODE for Integrating Multi-timescale measurements in Smart Distribution Grids. ISGT (2023)
Dylan Wheeler, Balasubramaniam Natarajan
Engineering Semantic Communication: A Survey. IEEE Access 11 (2023)
Ahmad Suliman, Md Rakibul Mowla, Alaleh Alivar, Charles Carlson, Punit Prakash, Balasubramaniam Natarajan, Steve Warren, David E. Thompson
Effects of Ballistocardiogram Peak Detection Jitters on the Quality of Heart Rate Variability Features: A Simulation-Based Case Study in the Context of Sleep Staging. Sensors 23 (5) (2023)
Amulya Sreejith, Prudhviraj Dhanapala, Adithya Melagoda, Seyyed Amin Enderami, Visvakumar Aravinthan, Anil Pahwa, Balasubramaniam Natarajan
ComPSim: A Community based Smart Grid Testbed for Holistic Resilience Analysis. SmartGridComm (2023)
Sriram Anbalagan, Deepesh Agarwal, Balasubramaniam Natarajan, Babji Srinivasan
Foundational Models for Fault Diagnosis of Electrical Motors. CoRR (2023)
Dylan Wheeler, Erin E. Tripp, Balasubramaniam Natarajan
Semantic Communication With Conceptual Spaces. IEEE Commun. Lett. 27 (2) (2023)
Sai Munikoti, Deepesh Agarwal, Laya Das, Balasubramaniam Natarajan
A general framework for quantifying aleatoric and epistemic uncertainty in graph neural networks. Neurocomputing 521 (2023)
James Ranjith Kumar Rajasekaran, Balasubramaniam Natarajan, Anil Pahwa
Modified Matrix Completion-Based Detection of Stealthy Data Manipulation Attacks in Low Observable Distribution Systems. IEEE Trans. Smart Grid 14 (6) (2023)
Biswajeet Rout, Govind Saraswat, Balasubramaniam Natarajan
Efficient Network Partitioning: Application for Decentralized State Estimation in Power Distribution Grids. ISGT (2023)
Shweta Dahale, Sai Munikoti, Balasubramaniam Natarajan, Rui Yang
Latent Neural ODE for Integrating Multi-timescale measurements in Smart Distribution Grids. CoRR (2022)
Shweta Dahale, Balasubramaniam Natarajan
Recursive Gaussian Process over graphs for Integrating Multi-timescale Measurements in Low-Observable Distribution Systems. CoRR (2022)
Deepesh Agarwal, Obdulia Covarrubias-Zambrano, Stefan H. Bossmann, Balasubramaniam Natarajan
Impacts of Behavioral Biases on Active Learning Strategies. ICAIIC (2022)
Sai Munikoti, Deepesh Agarwal, Laya Das, Mahantesh Halappanavar, Balasubramaniam Natarajan
Challenges and Opportunities in Deep Reinforcement Learning with Graph Neural Networks: A Comprehensive review of Algorithms and Applications. CoRR (2022)
Deepesh Agarwal, Balasubramaniam Natarajan
Active Learning for Node Classification using a Convex Optimization approach. BigDataService (2022)
Mohammad Abujubbeh, James Ranjith Kumar R., Anil Pahwa, Balasubramaniam Natarajan
Optimal Voltage Control in Low-Observable Unbalanced Distribution Systems. ISGT (2022)
Sai Munikoti, Balasubramaniam Natarajan, Mahantesh Halappanavar
GraMeR: Graph Meta Reinforcement Learning for Multi-Objective Influence Maximization. CoRR (2022)
Sai Munikoti, Mohammad Abujubbeh, Balasubramaniam Natarajan
Robustness of Power Distribution System: A Comparative Study of Network and Performance Based Metrics. IEEE Access 10 (2022)
Sai Munikoti, Laya Das, Balasubramaniam Natarajan
Scalable graph neural network-based framework for identifying critical nodes and links in complex networks. Neurocomputing 468 (2022)
James R. K. Rajasekaran, Balasubramaniam Natarajan, Anil Pahwa, Hongyu Wu
Detection of Stealthy False Data Injection Attacks in Unobservable Distribution Networks. ISGT (2022)
Mohammad Abujubbeh, Balasubramaniam Natarajan
Overview of Loss Sensitivity Analysis in Modern Distribution Systems. IEEE Access 10 (2022)
Deepesh Agarwal, Philip Randall, Zachary White, Bayleigh Bisnette, Jenalee Dickson, Cross Allen, Faraz Chamani, Punit Prakash, Carl Ade, Balasubramaniam Natarajan
A Non-Invasive Hydration Monitoring Technique Using Microwave Transmission and Data-Driven Approaches. Sensors 22 (7) (2022)
Sai Munikoti, Deepesh Agarwal, Laya Das, Balasubramaniam Natarajan
A General Framework for quantifying Aleatoric and Epistemic uncertainty in Graph Neural Networks. CoRR (2022)
Biswajeet Rout, Shweta Dahale, Balasubramaniam Natarajan
Dynamic Matrix Completion Based State Estimation in Distribution Grids. IEEE Trans. Ind. Informatics 18 (11) (2022)
Shweta Dahale, Balasubramaniam Natarajan
Joint Matrix Completion and Compressed Sensing for State Estimation in Low-observable Distribution System. CoRR (2021)
Hazhar Sufi Karimi, Balasubramaniam Natarajan
Joint Topology Identification and State Estimation in Unobservable Distribution Grids. IEEE Trans. Smart Grid 12 (6) (2021)
Wenji Zhang, Balasubramaniam Natarajan
On the Performance of Kalman Filter for Markov Jump Linear Systems with Mode Mismatch. Circuits Syst. Signal Process. 40 (4) (2021)
Dylan Wheeler, Balasubramaniam Natarajan
Unlabeled Detection via Header-Free Communication in a Wireless Sensor Network. GLOBECOM (2021)
Sai Munikoti, Kexing Lai, Balasubramaniam Natarajan
Robustness assessment of Hetero-functional graph theory based model of interdependent urban utility networks. Reliab. Eng. Syst. Saf. 212 (2021)
Yedukondala Rao Veeranki, Himanshu Kumar, Nagarajan Ganapathy, Balasubramaniam Natarajan, Ramakrishnan Swaminathan
A Systematic Review of Sensing and Differentiating Dichotomous Emotional States Using Audio-Visual Stimuli. IEEE Access 9 (2021)
Deepesh Agarwal, Pravesh Srivastava, Sergio Martin del Campo, Balasubramaniam Natarajan, Babji Srinivasan
Addressing Uncertainties within Active Learning for Industrial IoT. WF-IoT (2021)
Sai Munikoti, Laya Das, Balasubramaniam Natarajan
Bayesian Graph Neural Network for Fast identification of critical nodes in Uncertain Complex Networks. SMC (2021)
Dylan Wheeler, Balasubramaniam Natarajan
Enabling Energy-Efficient IoT via Learning Assisted Header-Free Communication. WF-IoT (2021)
Taehee Lee, Balasubramaniam Natarajan, Steve Warren
Pen-Type Electrodermal Activity Sensing System for Stress Detection Based on Likelihood Ratios. IEEE Trans. Biomed. Circuits Syst. 15 (6) (2021)
Sai Munikoti, Mohammad Abujubbeh, Kumarsinh Jhala, Balasubramaniam Natarajan
An Information Theoretic approach to identify Dominant Voltage Influencers for Unbalanced Distribution Systems. CoRR (2021)
Deepesh Agarwal, Pravesh Srivastava, Sergio Martin del Campo, Balasubramaniam Natarajan, Babji Srinivasan
Addressing practical challenges in Active Learning via a hybrid query strategy. CoRR (2021)
Rahul Madbhavi, Balasubramaniam Natarajan, Babji Srinivasan
Enhanced Tensor Completion Based Approaches for State Estimation in Distribution Systems. IEEE Trans. Ind. Informatics 17 (9) (2021)
Kumarsinh Jhala, Parth Pradhan, Balasubramaniam Natarajan
Perturbation-Based Diagnosis of False Data Injection Attack Using Distributed Energy Resources. IEEE Trans. Smart Grid 12 (2) (2021)
Reza Barazideh, Omid Semiari, Solmaz Niknam, Balasubramaniam Natarajan
Reinforcement Learning for Mitigating Intermittent Interference in Terahertz Communication Networks. ICC Workshops (2020)
Sai Munikoti, Balasubramaniam Natarajan
Bayesian Inductive Learner for Graph Resiliency under uncertainty. CoRR (2020)
Sai Munikoti, Mohammad Abujubbeh, Kumarsinh Jhala, Balasubramaniam Natarajan
Spatio-Temporal Probabilistic Voltage Sensitivity Analysis (ST-PVSA)-A Novel Framework for Hosting Capacity Analysis. CoRR (2020)
Pegah Faridi, Tej B. Shrestha, Marla Pyle, Matthew T. Basel, Stefan H. Bossmann, Punit Prakash, Balasubramaniam Natarajan
. EMBC (2020)
Alaleh Alivar, Pegah Faridi, Balasubramaniam Natarajan, Punit Prakash
Reducing Sparse Motion Artifacts in MR-Thermometry Using Robust Principal Component Analysis. ISCC (2020)
Shweta Dahale, Balasubramaniam Natarajan
Multi Time-scale Imputation aided State Estimation in Distribution System. CoRR (2020)
Reza Barazideh, Omid Semiari, Solmaz Niknam, Balasubramaniam Natarajan
Reinforcement Learning for Mitigating Intermittent Interference in Terahertz Communication Networks. CoRR (2020)
Mohammad Abujubbeh, Sai Munikoti, Balasubramaniam Natarajan
Probabilistic Voltage Sensitivity based Preemptive Voltage Monitoring in Unbalanced Distribution Networks. CoRR (2020)
Sai Munikoti, Kexing Lai, Balasubramaniam Natarajan
Robustness Assessment of Hetero-Functional Graph Theory Based Model of Interdependent Urban Utility Networks. CoRR (2020)
Haitham Kanakri, Anil Pahwa, Mohammad Nazif Faqiry, Hongyu Wu, Balasubramaniam Natarajan
Residential Aggregator Risk-Constrained Profit Maximization Under Demand Response. ISGT (2020)
Sai Munikoti, Kumarsinh Jhala, Kexing Lai, Balasubramaniam Natarajan
Analytical Voltage Sensitivity Analysis for Unbalanced Power Distribution System. CoRR (2020)
Sai Munikoti, Balasubramaniam Natarajan, Kumarsinh Jhala, Kexing Lai
Probabilistic Voltage Sensitivity Analysis (PVSA) to Quantify Impact of High PV Penetration on Unbalanced Distribution System. CoRR (2020)
Sai Munikoti, Laya Das, Balasubramaniam Natarajan
Graph neural network based approximation of Node Resiliency in complex networks. CoRR (2020)
Hazhar Sufi Karimi, Balasubramaniam Natarajan
Recursive Dynamic Compressive Sensing in Smart Distribution Systems. ISGT (2020)
Shweta Dahale, Hazhar Sufi Karimi, Kexing Lai, Balasubramaniam Natarajan
Sparsity Based Approaches for Distribution Grid State Estimation - A Comparative Study. IEEE Access 8 (2020)
Kishor Chandra Joshi, Solmaz Niknam, R. Venkatesha Prasad, Balasubramaniam Natarajan
Analyzing the Tradeoffs in Using Millimeter Wave Directional Links for High Data-Rate Tactile Internet Applications. IEEE Trans. Ind. Informatics 16 (3) (2020)
Rahul Madbhavi, Hazhar Sufi Karimi, Balasubramaniam Natarajan, Babji Srinivasan
Tensor Completion based State Estimation in Distribution Systems. ISGT (2020)
Alaleh Alivar, Charles Carlson, Ahmad Suliman, Steve Warren, Punit Prakash, David E. Thompson, Balasubramaniam Natarajan
Motion Artifact Detection and Reduction in Bed-Based Ballistocardiogram. IEEE Access 7 (2019)
Amit Joshi, Laya Das, Balasubramaniam Natarajan, Babji Srinivasan
A Framework for Efficient Information Aggregation in Smart Grid. IEEE Trans. Ind. Informatics 15 (4) (2019)
Reza Barazideh, Solmaz Niknam, Balasubramaniam Natarajan
Impulsive Noise Detection in OFDM-based Systems: A Deep Learning Perspective. CCWC (2019)
Wenji Zhang, Balasubramaniam Natarajan
Bias analysis in Kalman filter with correlated mode mismatch errors. Signal Process. 154 (2019)
Reza Barazideh, Solmaz Niknam, Balasubramaniam Natarajan, Alexei V. Nikitin
Intermittently Nonlinear Impulsive Noise Mitigation and Doppler Shift Compensation in UWA-OFDM Systems. IEEE Access 7 (2019)
Hazhar Sufi Karimi, Balasubramaniam Natarajan
Kalman filtered compressive sensing with intermittent observations. Signal Process. 163 (2019)
Kumarsinh Jhala, Balasubramaniam Natarajan, Anil Pahwa, Hongyu Wu
Stability of Transactive Energy Market-Based Power Distribution System Under Data Integrity Attack. IEEE Trans. Ind. Informatics 15 (10) (2019)
Kishor Chandra Joshi, Solmaz Niknam, R. Venkatesha Prasad, Balasubramaniam Natarajan
Analyzing the Trade-offs in Using Millimeter Wave Directional Links for High Data Rate Tactile Internet Applications. CoRR (2019)
Sai Munikoti, Laya Das, Balasubramaniam Natarajan, Babji Srinivasan
Data-Driven Approaches for Diagnosis of Incipient Faults in DC Motors. IEEE Trans. Ind. Informatics 15 (9) (2019)
Kumarsinh Jhala, Balasubramaniam Natarajan, Anil Pahwa
Prospect Theory-Based Active Consumer Behavior Under Variable Electricity Pricing. IEEE Trans. Smart Grid 10 (3) (2019)
Alaleh Alivar, Pegah Faridi, Punit Prakash, Balasubramaniam Natarajan
An enhanced hybrid MRI thermometry technique for monitoring microwave thermal therapy. Medical Imaging: Image-Guided Procedures (2019)
Reza Barazideh, Balasubramaniam Natarajan, Alexei V. Nikitin, Solmaz Niknam
Performance Analysis of Analog Intermittently Nonlinear Filter in the Presence of Impulsive Noise. IEEE Trans. Veh. Technol. 68 (4) (2019)
Reza Barazideh, Wensheng Sun, Balasubramaniam Natarajan, Alexei V. Nikitin, Zhaohui Wang
Impulsive Noise Mitigation in Underwater Acoustic Communication Systems: Experimental Studies. CCWC (2019)
Kumarsinh Jhala, Balasubramaniam Natarajan, Anil Pahwa
Probabilistic voltage sensitivity analysis (PVSA) for random spatial distribution of active consumers. ISGT (2018)
Solmaz Niknam, Reza Barazideh, Balasubramaniam Natarajan
Cross-Layer Interference Modeling for 5G mmWave Networks in the Presence of Blockage. VTC Fall (2018)
Solmaz Niknam, Balasubramaniam Natarajan, Reza Barazideh
Interference Analysis for Finite-Area 5-G mmWave Networks Considering Blockage Effect. IEEE Access 6 (2018)
Wenji Zhang, Balasubramaniam Natarajan
On the statistical convergence of bias in mode-based Kalman filter for switched systems. EURASIP J. Adv. Signal Process. 2018 (2018)
Reza Barazideh, Alexei V. Nikitin, Balasubramaniam Natarajan
Practical Implementation of Adaptive Analog Nonlinear Filtering for Impulsive Noise Mitigation. ICC (2018)
Jaeshin Jang, Balasubramaniam Natarajan
Performance analysis of an enhanced cooperative MAC protocol in mobile ad hoc networks. EURASIP J. Wirel. Commun. Netw. 2018 (2018)
Wenji Zhang, Balasubramaniam Natarajan
Impact of Time Correlated Mode Mismatch on Markov Jump Linear System State Estimation. IEEE Control. Syst. Lett. 2 (3) (2018)
Charles Carlson, Ahmad Suliman, Alaleh Alivar, Punit Prakash, David E. Thompson, Balasubramaniam Natarajan, Steve Warren
A Pilot Study of an Unobtrusive Bed-Based Sleep Quality Monitor for Severely Disabled Autistic Children. EMBC (2018)
Wenji Zhang, Balasubramaniam Natarajan
Quantifying the Bias Dynamics in a Mode-Based Kalman Filter for Stochastic Hybrid Systems. ACC (2018)
Md Rakibul Mowla, Jane E. Huggins, Balasubramaniam Natarajan, David E. Thompson
P300 Latency Estimation Using Least Mean Squares Filter. EMBC (2018)
Ahmad Reza Malekpour, Anil Pahwa, Balasubramaniam Natarajan
Hierarchical Architecture for Integration of Rooftop PV in Smart Distribution Systems. IEEE Trans. Smart Grid 9 (3) (2018)
Solmaz Niknam, Balasubramaniam Natarajan
On the Regimes in Millimeter Wave Networks: Noise-Limited or Interference-Limited? ICC Workshops (2018)
Hazhar Sufi Karimi, Balasubramaniam Natarajan
Compressive Sensing Based State Estimation for Three Phase Unbalanced Distribution Grid. GLOBECOM (2017)
Jaeshin Jang, Balasubramaniam Natarajan
Energy-aware cooperative MAC protocol for mobile ad hoc network st. ICTC (2017)
Solmaz Niknam, Hani Mehrpouyan, Balasubramaniam Natarajan
A Spatial-Spectral Interference Model for Millimeter Wave 5G Applications. VTC Fall (2017)
Alaleh Alivar, Charles Carlson, Ahmad Suliman, Steve Warren, Punit Prakash, Dave Thompson, Balasubramaniam Natarajan
Motion Detection in Bed-Based Ballistocardiogram to Quantify Sleep Quality. GLOBECOM (2017)
Chang Liu, Balasubramaniam Natarajan
Power-Aware Maximization of Ergodic Capacity in D2D Underlay Networks. IEEE Trans. Veh. Technol. 66 (3) (2017)
Chang Liu, Balasubramaniam Natarajan
Modeling and analysis of simultaneous information and energy transfer in Internet of Things. Trans. Emerg. Telecommun. Technol. 28 (11) (2017)
Wenji Zhang, Pavithra Prabhakar, Balasubramaniam Natarajan
Abstraction based reachability analysis for finite branching stochastic hybrid systems. ICCPS (2017)
Reza Barazideh, Balasubramaniam Natarajan, Alexei V. Nikitin, Ruslan L. Davidchack
Performance of analog nonlinear filtering for impulsive noise mitigation in OFDM-based PLC systems. LATINCOM (2017)
Wenji Zhang, Balasubramaniam Natarajan
State estimation in stochastic hybrid systems with quadratic guard conditions. Allerton (2016)
Chang Liu, Balasubramaniam Natarajan
Ergodic capacity in D2D underlay networks with varying user distribution. CCNC (2016)
Chang Liu, Balasubramaniam Natarajan, Hongxing Xia
Small Cell Base Station Sleep Strategies for Energy Efficiency. IEEE Trans. Veh. Technol. 65 (3) (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Balasubramaniam Natarajan