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 …
probability. In a centralized setting where the cumulative distribution function (CDF) is …
Cramer-rao bounds for distributed system size estimation using consensus algorithms
System size estimation in distributed wireless sensor networks is important in various
applications such as network management and maintenance. One popular method for …
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 …
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 …
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 …
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 …
their advantages such as low power consumption, scalability and robustness to link failures …