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@ARTICLE{Yao:151149,
      author       = {Yao, Yu and Bruser, Christoph and Pietrzyk, Uwe and
                      Leonhardt, Steffen and van Waasen, Stefan and Schiek,
                      Michael},
      title        = {{M}odel-{B}ased {V}erification of a {N}on-{L}inear
                      {S}eparation {S}cheme for {B}allistocardiography},
      journal      = {IEEE journal of biomedical and health informatics},
      volume       = {18},
      number       = {1},
      issn         = {2168-2194},
      address      = {New York, NY},
      publisher    = {IEEE},
      reportid     = {FZJ-2014-01149},
      pages        = {174-182},
      year         = {2014},
      abstract     = {The current rise in popularity of
                      ballisto-cardiography-related research has led to the
                      development of new sensor concepts and recording methods.
                      Measuring the ballistocardiogram using bed mounted pressure
                      sensors opens up new possibilities for home monitoring
                      applications. The signals measured with these sensors
                      contain a mixture of cardiac and respiratory components,
                      which can be used for detection of comorbidities of heart
                      failure like apnea or arrhythmia. However, the separation of
                      the cardiac and respiratory components has proven to be
                      difficult, since there is significant overlap in the spectra
                      of both components. In this paper, an algorithm for the
                      separation task is presented, which can overcome the problem
                      of overlapping spectra. Additionally, a model has been
                      developed for the generation of artificial
                      ballistocardiograms, which are used to analyze the
                      separation performance. Furthermore, the algorithm is tested
                      on preliminary data from a clinical study.},
      cin          = {INM-4 / ZEA-2},
      ddc          = {610},
      cid          = {I:(DE-Juel1)INM-4-20090406 / I:(DE-Juel1)ZEA-2-20090406},
      pnm          = {332 - Imaging the Living Brain (POF2-332)},
      pid          = {G:(DE-HGF)POF2-332},
      typ          = {PUB:(DE-HGF)16},
      UT           = {WOS:000329516400020},
      doi          = {10.1109/JBHI.2013.2261820},
      url          = {https://juser.fz-juelich.de/record/151149},
}