Improving the Calibration of Low-Cost Sensors Using Data Assimilation

被引:0
|
作者
Aranda Britez, Diego Alberto [1 ]
Tapia Córdoba, Alejandro [1 ]
Johnson, Princy [2 ]
Pacheco Viana, Erid Eulogio [1 ]
Millán Gata, Pablo [1 ]
机构
[1] Department of Engineering, Universidad Loyola Andalucía, Avda. de las Universidades, s/nSeville, Dos Hermanas,41704, Spain
[2] School of Engineering, Liverpool John Moores University, Liverpool,L3 3AF, United Kingdom
关键词
All Open Access; Gold;
D O I
10.3390/s24237846
中图分类号
学科分类号
摘要
33
引用
收藏
相关论文
共 50 条
  • [1] Robust Calibration for Low-Cost Air Quality Sensors using Historical Data
    Li, Guodong
    Liu, Xinyu
    Wu, Zhiyuan
    Wang, Yue
    Zhang, Lin
    2020 19TH ACM/IEEE INTERNATIONAL CONFERENCE ON INFORMATION PROCESSING IN SENSOR NETWORKS (IPSN 2020), 2020, : 349 - 350
  • [2] Evaluation of low-cost formaldehyde sensors calibration
    Alonso, Maria Justo
    Madsen, Henrik
    Liu, Peng
    Jorgensen, Rikke Bramming
    Jorgensen, Thomas Berg
    Christiansen, Even Johan
    Myrvang, Olav Aleksander
    Bastien, Diane
    Mathisen, Hans Martin
    BUILDING AND ENVIRONMENT, 2022, 222
  • [3] Calibration of Low-cost Triaxial Inertial Sensors
    Rohac, Jan
    Sipos, Martin
    Simanek, Jakub
    IEEE INSTRUMENTATION & MEASUREMENT MAGAZINE, 2015, 18 (06) : 32 - 38
  • [4] IMPROVING DRIVER WARNINGS ACCURACY USING LOW-COST SENSORS
    Spahiu, Cosmin Stoica
    Stanescu, Liana
    Brezovan, Marius
    2018 19TH INTERNATIONAL CARPATHIAN CONTROL CONFERENCE (ICCC), 2018, : 377 - 382
  • [5] A machine learning field calibration method for improving the performance of low-cost particle sensors
    Patra, Satya S.
    Ramsisaria, Rishabh
    Du, Ruihang
    Wu, Tianren
    Boor, Brandon E.
    BUILDING AND ENVIRONMENT, 2021, 190
  • [6] A machine learning field calibration method for improving the performance of low-cost particle sensors
    Patra, Satya S.
    Ramsisaria, Rishabh
    Du, Ruihang
    Wu, Tianren
    Boor, Brandon E.
    Building and Environment, 2021, 190
  • [7] Machine learning-based calibration of low-cost air temperature sensors using environmental data
    Yamamoto, Kyosuke
    Togami, Takashi
    Yamaguchi, Norio
    Ninomiya, Seishi
    Sensors (Switzerland), 2017, 17 (06):
  • [8] Machine Learning-Based Calibration of Low-Cost Air Temperature Sensors Using Environmental Data
    Yamamoto, Kyosuke
    Togami, Takashi
    Yamaguchi, Norio
    Ninomiya, Seishi
    SENSORS, 2017, 17 (06)
  • [9] EEATC: A Novel Calibration Approach for Low-Cost Sensors
    Narayana, M. V.
    Jalihal, Devendra
    Nagendra, S. M. Shiva
    IEEE SENSORS JOURNAL, 2023, 23 (19) : 23500 - 23511
  • [10] Low-Cost Calibration Techniques for Smart Temperature Sensors
    Pertijs, Michiel A. P.
    Aita, Andre L.
    Makinwa, Kofi A. A.
    Huijsing, Johan H.
    IEEE SENSORS JOURNAL, 2010, 10 (06) : 1098 - 1105