Signal magnitude area
Appearance
In mathematics, the signal magnitude area (abbreviated SMA or sma) is a statistical measure of the magnitude of a varying quantity.
Definition
[edit]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 matching a time length T, the SMA
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]
See also
[edit]References
[edit]- ^ "Matlab compute Normalized Signal Magnitude area".
- ^ 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. arXiv:1107.4417. doi:10.1109/IEMBS.2008.4649357. ISBN 978-1-4244-1814-5. PMID 19162860.
- ^ "Classifying prosthetic use via accelerometry in persons with transtibial amputations". Journal of Rehabilitation Research & Development. U.S. Department of Veteran Affairs. 2013. Retrieved 2014-10-14.