Sensor selection via convex optimization

S Joshi, S Boyd - IEEE Transactions on Signal Processing, 2008 - ieeexplore.ieee.org
We consider the problem of choosing a set of k sensor measurements, from a set of m
possible or potential sensor measurements, that minimizes the error in estimating some …

Wind turbine fault detection and identification through PCA-based optimal variable selection

Y Wang, X Ma, P Qian - IEEE Transactions on Sustainable …, 2018 - ieeexplore.ieee.org
An effective condition monitoring system of wind turbines generally requires installation of a
high number of sensors and use of a high sampling frequency in particular for monitoring of …

Fast greedy optimization of sensor selection in measurement with correlated noise

K Yamada, Y Saito, K Nankai, T Nonomura… - … Systems and Signal …, 2021 - Elsevier
A greedy algorithm is proposed for sparse-sensor selection in reduced-order sensing that
contains correlated noise in measurement. The sensor selection is carried out by …

Optimal strain-gauge placement for mechanical load estimation in circular cross-section shafts

X Iriarte, J Aginaga, G Gainza, J Ros, J Bacaicoa - Measurement, 2021 - Elsevier
The customary electrical circuit configuration for estimating mechanical loads with strain
gauges uses Wheatstone full-or half-bridges. For each mechanical load to be estimated, a …

A sparse sensor placement strategy based on information entropy and data reconstruction for ocean monitoring

Q Zhang, H Wu, X Mei, D Han… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
Sparse sensor placement strategies are applied to reconstruct a region's full-state data
conditioned to a limited number of sensors; particularly, crucial to ocean monitoring systems …

D-optimal design of a monitoring network for parameter estimation of distributed systems

D Uciński, M Patan - Journal of Global Optimization, 2007 - Springer
This paper addresses the design of a network of observation locations in a spatial domain
that will be used to estimate unknown parameters of a distributed parameter system. We …

Sensor placement optimization for structural modal identification of flexible structures using genetic algorithm

BK Jung, JR Cho, WB Jeong - Journal of Mechanical Science and …, 2015 - Springer
The position of vibration sensors influences the modal identification quality of flexible
structures for a given number of sensors, and the quality of modal identification is usually …

Greedy sensor selection for weighted linear least squares estimation under correlated noise

K Yamada, Y Saito, T Nonomura, K Asai - IEEE Access, 2022 - ieeexplore.ieee.org
Optimization of sensor selection has been studied to monitor complex and large-scale
systems with data-driven linear reduced-order modeling. An algorithm for greedy sensor …

Consensus-based clustering for indoor sensor deployment and indoor condition monitoring

N Bucarelli, N El-Gohary - Building and Environment, 2023 - Elsevier
Accurate indoor climate monitoring is important for identifying energy-efficiency strategies in
buildings. However, existing indoor monitoring approaches typically use networks of …

H-Optimal Actuator Location

D Kasinathan, K Morris - IEEE Transactions on Automatic …, 2013 - ieeexplore.ieee.org
In many control applications, there is freedom to place the actuators. The actuator location
should be chosen to optimize certain performance objectives. In this paper, H∞ …