Open Access
Subscription Access
Foetal Movement Detection and Characterization Based on Force Sensing
This study presents a detection system for foetal movement classification based on the magnitude of force exerted on a pregnant woman’s abdominal wall. Despite the effectiveness of ultrasound method in foetal monitoring, the characterization of movement depends on an expert’s skill. A detection system was developed by incorporating force-sensitive resistor array into a wearable belt for pregnant women. The system characterized hand, leg and trunk movement with accuracy ranging from 75% to 93% with an accuracy of 98% on single movement detections compared to accelerometer performance. The system is thus a promising technique for low cost foetal movement detection.
User
Font Size
Information
- Hantoushzadeh, S., Sheikh, M., Shariat, M. and Farahani, Z., J. Mater. – Fetal Neonatal Med., 2015, 28(6), 713–717.
- de Vries, J. I. P., Visser, G. H. A. and Prechtl, H. F. R., Early Hum. Dev., 1982, 7(4), 301–322.
- Lai, J., Nowlan, N. C., Vaidyanathan, R., Shaw, C. J. and Lees, C. C., Acta Obstet. Gynecol. Scand., 2016, 95(9), 968–975.
- Nishihara, K., Horiuchi, S., Eto, H. and Honda, M., Early Hum. Dev., 2008, 84(9), 595–603.
- Schmidt, W., Kubli, F., Cseh, I. and Kara, K., J. Perinat. Med., 1984, 12(6), 313–318.
- Mesbah, M., Khlif, M. S., East, C., Smeathers, J., Colditz, P. and Boashash, B., Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2011, pp. 7877–7880.
- Goovaerts, H. G., Cohen, D., Dripps, J. H., Mantel, R., Mooney, P., Jongsma, H. W. and van Geijn, H. P., J. Biomed. Eng., 1991, 13(6), 495–499.
- Liu, T., Inoue, Y. and Shibata, K., Sensors (Basel, Switzerland), 2010, 10(11), 10240–10255.
- Kumar, N., Piccin, O., Meylheuc, L., Barbé, L. and Bayle, B., Design, development and preliminary assessment of a force sensor for robotized medical applications. IEEE/ASME International Conference on Advanced Intelligent Mechatronics, Besacon, 2014, pp. 1368–1374.
- Verbruggen, S. W., Loo, J. H. W., Hayat, T. T. A., Hajnal, J. V., Rutherford, M. A., Phillips, A. T. M. and Nowlan, N. C., Biomech. Model. Mechanobiol., 2016, 15, 995–1004.
- Hollinger, A. and Wanderley, M. M., Proceedings of International Conference on New Interfaces for Musical Expression, 2006.
- Khlif, M. S. H., Boashash, B., Layeghy, S., Ben-Jabeur, T., Colditz, P. B. and East, C., 11th International Conference on Information Science, Signal Processing and their Applications, ISSPA, 2012, pp. 71–76.
- Layeghy, S., Azemi, G., Colditz, P. and Boashash, B., Proceedings 8th International Conference on Signal Processing and Communication Systems, ICSPCS, 2014.
- Ryo, E. and Kamata, H., J. Matern. – Fetal Neonatal Med., 2012, 25(12), 2629–2632.
Abstract Views: 368
PDF Views: 106