A prim–dijkstra algorithm for multihop calibration of networked embedded systems

V Freschi, E Lattanzi - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
The development of large-scale systems of networked embedded devices with sensing
capabilities relies on the availability of low-cost and resource-constrained components …

On the complexity of energy efficient pairwise calibration in embedded sensors

H Akcan - Applied Soft Computing, 2013 - Elsevier
Technological advances in nanotechnology enabled the use of microelectromechanical
systems (MEMS) in various application areas. With the integration of various sensor devices …

Reference-free calibration in sensor networks

RT Rajan, A Das, J Romme, F Pasveer - IEEE sensors letters, 2018 - ieeexplore.ieee.org
Sensor calibration is one of the fundamental challenges in large-scale Internet of Things
networks. In this article, we address the challenge of reference-free calibration of a densely …

In Situ Calibration Algorithms for Environmental Sensor Networks: A Review

F Delaine, B Lebental, H Rivano - IEEE Sensors Journal, 2019 - ieeexplore.ieee.org
The recent developments in both nanotechnologies and wireless technologies have
enabled the rise of small, low-cost and energy-efficient environmental sensing devices …

SensorFormer: Efficient many-to-many sensor calibration with learnable input subsampling

Y Cheng, O Saukh, L Thiele - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
Accurate calibration of low-cost environmental sensors is a prerequisite for their successful
use in many monitoring applications. State-of-the-art calibration methods vary from simple …

Framework for the simulation of sensor networks aimed at evaluating in situ calibration algorithms

F Delaine, B Lebental, H Rivano - Sensors, 2020 - mdpi.com
The drastically increasing availability of low-cost sensors for environmental monitoring has
fostered a large interest in the literature. One particular challenge for such devices is the fast …

A genetic algorithm based solution to the minimum-cost bounded-error calibration tree problem

H Akcan - Applied Soft Computing, 2018 - Elsevier
Sensors in wireless sensor networks are required to be self-calibrated periodically during
their prolonged deployment periods. In calibration planning, employing intelligent algorithms …

A recursive approach to partially blind calibration of a pollution sensor network

T Becnel, T Sayahi, K Kelly… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
Distributed, low-cost sensor networks have become a widely used tool to aid in the
interpolation of atmospheric measurements between regulatory grade monitoring stations …

Outlier-robust calibration method for sensor networks

C Dorffer, M Puigt, G Delmaire… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
In this paper, we aim to blindly calibrate the responses of a sensor network whose outputs
are possibly corrupted by outliers. In particular, we extend some well-known nullspace …

Enhancing multi-hop sensor calibration with uncertainty estimates

B Maag, Z Zhou, L Thiele - … & Big Data Computing, Internet of …, 2019 - ieeexplore.ieee.org
Low-cost sensors, installed on mobile vehicles, provide a cost-effective way for fine-grained
urban air pollution monitoring. However, frequent calibration is crucial for low-cost sensors …