• DocumentCode
    673342
  • Title

    MEMS sensors signal preprocessing for vehicle monitoring systems

  • Author

    Sawicki, Marek ; Rozanowski, Krzysztof ; Sondej, Tadeusz

  • Author_Institution
    Dept. of Electron., Mil. Univ. of Technol., Warsaw, Poland
  • fYear
    2013
  • fDate
    26-28 Sept. 2013
  • Firstpage
    349
  • Lastpage
    353
  • Abstract
    In the article characteristics of signals recorded by 3-axis MEMS accelerometers and gyroscopes during driving a car was presented. The method of acquisition was discussed as well as the structure of Logger Box measurement system and conditions of conducting experimental research. Signal bands were assigned, typical for maneuvers, vibrations from the road pavement surface and disruptions generated by working engine. Methods of signals filtration and assignment of characteristics describing vehicle´s movement were presented. Data processing was proposed, which can be useful for assessment of driving technique. The developed algorithms were verified on signals recorded in trucks and passenger cars in real conditions of driver´s work.
  • Keywords
    accelerometers; automotive electronics; gyroscopes; microsensors; signal processing; vibrations; 3-axis MEMS accelerometers; MEMS sensors signal preprocessing; gyroscopes; logger box measurement system; road pavement surface; signal filtration; vehicle monitoring systems; Biomedical monitoring; Biosensors; Engines; Micromechanical devices; Monitoring; Vibrations; MEMS sensors; monitoring of drivers; vehicle;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA), 2013
  • Conference_Location
    Poznan
  • ISSN
    2326-0262
  • Electronic_ISBN
    2326-0262
  • Type

    conf

  • Filename
    6710647