3 papers
eess.SP2019
Analysis and Design of Robust Max Consensus for Wireless Sensor Networks
Gowtham Muniraju, Cihan Tepedelenlioglu, Andreas Spanias
A novel distributed algorithm for estimating the maximum of the node initial state values in a network, in the presence of additive communication noise is proposed. Conventionally,…
cs.IT2018
Location Estimation and Detection in Wireless Sensor Networks in the Presence of Fading
Xue Zhang, Cihan Tepedelenlioglu, Mahesh K. Banavar +2
In this paper, localization using narrowband communication signals are considered in the presence of fading channels with time of arrival measurements. When narrowband signals are…
cs.LG2018
Coverage-Based Designs Improve Sample Mining and Hyper-Parameter Optimization
Gowtham Muniraju, Bhavya Kailkhura, Jayaraman J. Thiagarajan +3
Sampling one or more effective solutions from large search spaces is a recurring idea in machine learning, and sequential optimization has become a popular solution. Typical exampl…