Gowtham Muniraju

According to our database, Gowtham Muniraju authored at least 15 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Distributed Consensus based COVID-19 Hotspot Density Estimation.

Monalisa Achalla, Gowtham Muniraju, Mahesh K. Banavar, Cihan Tepedelenlioglu, Andreas Spanias, Stephanie Schuckers

Proceedings of the 13th International Conference on Information, 2022

2021

Coverage-Based Designs Improve Sample Mining and Hyperparameter Optimization.

Gowtham Muniraju, Bhavya Kailkhura, Jayaraman J. Thiagarajan, Peer-Timo Bremer, Cihan Tepedelenlioglu, Andreas Spanias

IEEE Trans. Neural Networks Learn. Syst., 2021

Dropout and Pruned Neural Networks for Fault Classification in Photovoltaic Arrays.

Sunil Rao, Gowtham Muniraju, Cihan Tepedelenlioglu, Devarajan Srinivasan, Govindasamy Tamizhmani, Andreas Spanias

IEEE Access, 2021

Distributed Edge Counting for Wireless Sensor Networks.

Gowtham Muniraju, Cihan Tepedelenlioglu, Andreas Spanias

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020

Machine Learning for Solar Array Monitoring, Optimization, and Control

Sunil Rao, Sameeksha Katoch, Vivek Sivaraman Narayanaswamy, Gowtham Muniraju, Cihan Tepedelenlioglu, Andreas Spanias, Pavan K. Turaga, Raja Ayyanar, Devarajan Srinivasan

Synthesis Lectures on Power Electronics, Morgan & Claypool Publishers, ISBN: 978-3-031-02505-1, 2020

Consensus Based Distributed Spectral Radius Estimation.

Gowtham Muniraju, Cihan Tepedelenlioglu, Andreas Spanias

IEEE Signal Process. Lett., 2020

Fault Classification in Photovoltaic Arrays Using Graph Signal Processing.

Jie Fan, Sunil Rao, Gowtham Muniraju, Cihan Tepedelenlioglu, Andreas Spanias

Proceedings of the IEEE Conference on Industrial Cyberphysical Systems, 2020

2019

Analysis and Design of Robust Max Consensus for Wireless Sensor Networks.

Gowtham Muniraju, Cihan Tepedelenlioglu, Andreas Spanias

IEEE Trans. Signal Inf. Process. over Networks, 2019

Location estimation and detection in wireless sensor networks in the presence of fading.

Xue Zhang, Cihan Tepedelenlioglu, Mahesh K. Banavar, Andreas Spanias, Gowtham Muniraju

Phys. Commun., 2019

Introducing machine learning concepts using hands-on Android-based exercises.

Blaine Ayotte, Justin Au-Yeung, Mahesh K. Banavar, Dana M. Barry, Gowtham Muniraju, Sunil Rao, Andreas Spanias, Cihan Tepedelenlioglu

Proceedings of the IEEE Frontiers in Education Conference, 2019

Distributed Spectral Radius Estimation in Wireless Sensor Networks.

Gowtham Muniraju, Cihan Tepedelenlioglu, Andreas Spanias

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

Controlled Random Search Improves Sample Mining and Hyper-Parameter Optimization.

Gowtham Muniraju, Bhavya Kailkhura, Jayaraman J. Thiagarajan, Peer-Timo Bremer

CoRR, 2018

Shading prediction, fault detection, and consensus estimation for solar array control.

Sameeksha Katoch, Gowtham Muniraju, Sunil Rao, Andreas Spanias, Pavan K. Turaga, Cihan Tepedelenlioglu, Mahesh K. Banavar, Devarajan Srinivasan

Proceedings of the IEEE Industrial Cyber-Physical Systems, 2018

Max Consensus in the Presence of Additive Noise.

Gowtham Muniraju, Cihan Tepedelenlioglu, Andreas Spanias, Sai Zhang, Mahesh K. Banavar

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017

A Cyber-Physical Photovoltaic Array Monitoring and Control System.

Gowtham Muniraju, Sunil Rao, Sameeksha Katoch, Andreas Spanias, Cihan Tepedelenlioglu, Pavan K. Turaga, Mahesh K. Banavar, Devarajan Srinivasan

Int. J. Monit. Surveillance Technol. Res., 2017