Distributed quantiles estimation of sensor network measurements

J Lee, C Tepedelenlioglu, A Spanias… - International Journal of …, 2020 - igi-global.com
A quantile is a value below which random draws from a distribution falls with a given
probability. In a centralized setting where the cumulative distribution function (CDF) is …

Cramer-rao bounds for distributed system size estimation using consensus algorithms

S Zhang, C Tepedelenlioglu, J Lee… - 2016 Sensor Signal …, 2016 - ieeexplore.ieee.org
System size estimation in distributed wireless sensor networks is important in various
applications such as network management and maintenance. One popular method for …

A brief survey of time-and frequency-domain adaptive filters

A Spanias - 2016 7th International Conference on Information …, 2016 - ieeexplore.ieee.org
This tutorial session paper provides a brief survey of adaptive signal processing methods
and applications. We give the update equations of FIR and IIR adaptive filters. We provide …

Consensus-based distributed quantile estimation in sensor networks

J Lee, C Tepedelenlioglu, A Spanias - arXiv preprint arXiv:1805.00154, 2018 - arxiv.org
A quantile is defined as a value below which random draws from a given distribution falls
with a given probability. In a centralized setting where the cumulative distribution function …

[图书][B] Robust Distributed Parameter Estimation in Wireless Sensor Networks

J Lee - 2017 - search.proquest.com
Fully distributed wireless sensor networks (WSNs) without fusion center have advantages
such as scalability in network size and energy efficiency in communications. Each sensor …

[图书][B] Consensus algorithms and distributed structure estimation in wireless sensor networks

S Zhang - 2017 - search.proquest.com
Distributed wireless sensor networks (WSNs) have attracted researchers recently due to
their advantages such as low power consumption, scalability and robustness to link failures …

[引用][C] Professional Continuing Education

AS Spanias - 2007