Signal magnitude area

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In mathematics, the signal magnitude area (abbreviated SMA or sma) is a statistical measure of the magnitude of a varying quantity.

Definition

The SMA value of a set of values (or a continuous-time waveform) is the normalized integral of the original values. [1][2]

In the case of a set of n values {x1,x2,,xn} matching a time length T, the SMA

xsma=i=1nxi

In the continuous domain, we have for example, with a 3-axis signal with an offset correction a for each axis, the following equation:[3]

fsma=1T0T|x(t)ax|+|y(t)ay|+|z(t)az|dt

See also

References

  1. "Matlab compute Normalized Signal Magnitude area". https://stackoverflow.com/questions/19702753/matlab-compute-normalized-signal-magnitude-area. 
  2. Chung, W. Y.; Purwar, A.; Sharma, A. (2008). "Frequency domain approach for activity classification using accelerometer". 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. pp. 1120–3. doi:10.1109/IEMBS.2008.4649357. ISBN 978-1-4244-1814-5. 
  3. "Classifying prosthetic use via accelerometry in persons with transtibial amputations". U.S. Department of Veteran Affairs. 2013. http://www.rehab.research.va.gov/jour/2013/509/jrrd-2012-12-0233.html. Retrieved 2014-10-14.