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The Acquisition Rate and Soundness of a Low-Cost Data Acquisition System (LC-DAQ) for High Frequency Applications.

Ciro MorenoAlejandro GonzálezJosé Luis OlazagoitiaJordi Vinolas
Published in: Sensors (Basel, Switzerland) (2020)
This article presents a novel and reliable low-cost data acquisition solution for high frequency and real-time applications in vehicular dynamics. Data acquisition systems for highly dynamic systems based on low-cost platforms face different challenges such as a constrained data retrieval rate. Basic data reading functions in these platforms are inefficient and, when used, they limit electronics acquisition rate capabilities. This paper explains a new low-cost, modular and open platform to read different types of sensors at high speed rates. Conventional reading functions are avoided to speed up acquisition rate, but this negatively affects data reliability of the system. To solve this and exploit higher data managing rates, a number of custom secure layers are implemented to secure a reliable acquisition. This paper describes the new low-cost electronics developed for high rate acquisition applications and inspects its performance and robustness against the introduction of an increasing number of sensors connected to the board. In most cases, acquisition rates of the system are duplicated using this new solution.
Keyphrases
  • low cost
  • high frequency
  • electronic health record
  • big data
  • transcranial magnetic stimulation
  • high speed
  • working memory
  • minimally invasive
  • data analysis
  • mass spectrometry
  • atomic force microscopy