Skip to main content
Log in

Development of vibration sensing system with wide dynamic range: monitoring of scratching and turning-over motions during sleep

  • Original Article
  • Published:
Artificial Life and Robotics Aims and scope Submit manuscript

Abstract

This paper describes a novel vibration sensing system with wide dynamic range for measuring “scratching”, “turning over” and “sitting up/lying down” motions in an unconstrained manner while the patient is sleeping. The sensing device used in the proposed system is composed of a piezoceramic sensor sandwiched between two metal plates. Under the system’s configuration, each piezoceramic sensor generates a measurable output voltage proportional to the wide-ranging amplitude of vibrations produced by “scratching”, “turning over” and “sitting up/lying down” motions. Furthermore, in order to detect the direction of “turning over” and “sitting up/lying down” motions, we defined two indices that could be calculated based on three output signals from the piezoceramic sensors placed under three legs of the bed. A validity experiment was carried out for comparison with a conventional sensing method for measuring “scratching”, “turning over” and “sitting up/lying down” motions. The results showed that the proposed vibration sensing system is valid in terms of accuracy without the need for attaching sensors to the patient’s body.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8

Similar content being viewed by others

References

  1. Ebata T, Aizawa H, Kamide R, Niimura M (1999) The characteristics of nocturnal scratching in adults with atopic dermatitis. Br J Dermatol 141:82–86

    Article  Google Scholar 

  2. Ebata T, Iwasaki S, Kamide R, Niimura M (2001) Use of a wrist activity monitor for the measurement of nocturnal scratching in patients with atopic dermatitis. Br J Dermatol 144:305–309

    Article  Google Scholar 

  3. Izumi H, Ebata T, Sato Y, Aizawa H, Kamide R, Niimura M (1997) A simplified method for the measurement of nocturnal scratching with an infrared video camera. Skin 39:560–563

    Google Scholar 

  4. Umeda K, Noro Y, Murakami T, Tokime K, Sugisaki H, Yamanaka K, Kurokawa I, Kuno K, Tsutsui H, Nakanishi K, Mizutani H (2006) A novel acoustic evaluation system of scratching in mouse dermatitis: rapid and specific detection of invisibly rapid scratch in an atopic dermatitis model mouse. Life Sci 79:2144–2150

    Article  Google Scholar 

  5. Kawabe Y, Aritake K, Noro Y, Umeda K and Mizutani H (2007) A study of sensors for detection of human scratching behavior during sleep. Tokai of society related to electricity branch union rally, O-329

  6. Konishi M, Aritake K, Noro Y, Umeda K and Mizutani H (2008) A study of sensors for detection of human scratching behavior during sleep. Tokai of society related to electricity branch union rally, O-322

  7. Yokoi H, Noro Y, Umeda K and Mizutani H (2008) Detection of human scratching behavior during sleep with acceleration sensor. Tokai of society related to electricity branch union rally, O-323

  8. Felix R, Shuster S (1975) A new method for the measurement of itch and the response to treatment. Br J Dermatol 93:303–312

    Article  Google Scholar 

  9. Savin AJ, Paterson DW, Oswald I (1973) Scratching during sleep. Lancet 302:296–297

    Article  Google Scholar 

  10. Endo K, Sumitsuji H, Fukuzumi T, Adachi J, Aoki T (1997) Evaluation of scratch movements by a new scratch-monitor to analyze nocturnal itching in atopic dermatitis. Acta Derm Venereol (Stockh) 77:432–435

    Google Scholar 

  11. Aoki T, Kushimoto H, Hishikawa Y, Savin AJ (1991) Nocturnal scratching and its relationship to the disturbed sleep of itchy subject. Clin Exp Dermatol 16:268–272

    Article  Google Scholar 

  12. Alihan J, Vaahtornanta V (1979) A static charge sensitive bed. A new method for recording body movement during sleep. Electroencephalogr Clin Neurophysiol 46:731–734

    Article  Google Scholar 

  13. Ishijima M (1993) Monitoring of electro-cardiograms in bed without utilizing body surface electrodes. IEEE Trans Biomed Eng 40(6):593–594

    Article  Google Scholar 

  14. Hernandez L, Waag B, Hsiao H, Neelon V (1995) New non-invasive approach for monitoring respiratory movements of sleeping subjects. Physiol Meas 16(3):161–167

    Article  Google Scholar 

  15. Kirjavainen T, Cooper D, Polo O, Sullivan CE (1996) Respiratory and body movements as indicators of sleep stage and wakefulness in infants and young children. J Sleep Res 5(3):186–194

    Article  Google Scholar 

  16. Rauhala E, Erkinjuntti M, Polo O (1996) Detection of periodic leg movements with a static-charge-sensitive bed. J Sleep Res 5(4):246–250

    Article  Google Scholar 

  17. Tanaka S, Matsumoto Y, Wakimoto K (2002) Unconstrained and noninvasive measurement of heart-beat and respiration periods using a phonocardiographic sensor. Med Biomed Eng Comput 40:246–252

    Article  Google Scholar 

  18. Watanabe K, Watanabe T, Watanabe H, Ando H, Ishikawa T, Kobayashi K (2005) Noninvasive measurement of heartbeat, respiration, snoring and body movements of a subject in bed via a pneumatic method. IEEE Trans Biomed Eng 52(12):2100–2107

    Article  Google Scholar 

  19. Zhu X, Chen W, Nemoto T, Kanemitsu Y, Kitamura K, Yamakoshi K, Wei D (2006) Real-time monitoring of respiration rhythm and pulse rate during sleep. IEEE Trans Biomed Eng 53(12):2553–2563

    Article  Google Scholar 

  20. Brink M, Mueller CH, Schierz C (2006) Contact-free measurement of heart rate, respiration rate, and body movements during sleep. Behav Res Methods 38:511–521

    Article  Google Scholar 

  21. Mack DC, Patrie JT, Suratt PM, Felder RA, Alwan MA (2009) Development and preliminary validation of heart rate and breathing rate detection using a passive, ballistocardiography-based sleep monitoring system. IEEE Trans Inf Technol Biomed 13(1):111–1120

    Article  Google Scholar 

  22. Watanabe K, Kurihara Y, Tanaka H (2009) Ubiquitous health monitoring at home -sensing of human bio-signals on flooring, on tatami mat, in the bathtub, and in the lavatory-. IEEE Sens J 9(12):1847–1855

    Article  Google Scholar 

  23. Kortelainen JM, Mendez MO, Bianchi AM, Matteucci M, Cerutti S (2010) Sleep staging based on signals acquired through bed sensor. IEEE Trans Inf Technol Biomed 14(3):776–785

    Article  Google Scholar 

  24. Nukaya S, Shino T, Kurihara Y, Watanabe K, Tanaka H (2012) Noninvasive bed sensing of human biosignals via piezoceramic devices sandwiched between the floor and bed. IEEE Sens J 12(3):431–438

    Article  Google Scholar 

  25. Nukaya S, Sugie M, Kurihara Y, Hiroyasu T, Watanabe K, Tanaka H (2014) A noninvasive heartbeat, respiration and body movement monitoring system for neonates. Artif Life Robot 19(4):414–419

    Article  Google Scholar 

  26. Sumi T, Nukaya S, Kaburagi T, Tanaka H, Watanabe K, Kurihara Y (2013) Development of scratching monitoring system based on mathematical model of unconstrained bed sensing method. Int J Med Health Biomed Pharm Eng 7(12):493–499

    Google Scholar 

  27. Kurihara Y, Kaburagi T, Watanabe K (2013) Development of a non-contact sensing method for scratching activity measurement. IEEE Sens J 13(9):3325–3330

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Yosuke Kurihara.

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Kurihara, Y., Kaburagi, T., Watanabe, K. et al. Development of vibration sensing system with wide dynamic range: monitoring of scratching and turning-over motions during sleep. Artif Life Robotics 20, 372–378 (2015). https://doi.org/10.1007/s10015-015-0241-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10015-015-0241-x

Keywords

Navigation