Skip to main content Accessibility help
×
Hostname: page-component-76fb5796d-zzh7m Total loading time: 0 Render date: 2024-04-25T23:54:16.985Z Has data issue: false hasContentIssue false
This chapter is part of a book that is no longer available to purchase from Cambridge Core

5 - Wearable Radar Tag Systems for Physiological Sensing/Monitoring

Aditya Singh
Affiliation:
Queens Medical Center, Honolulu, Hawaii
Olga Boric-Lubecke
Affiliation:
University of Hawaii at Manoa
Victor Lubecke
Affiliation:
University of Hawaii at Manoa
Isar Mostafanezhad
Affiliation:
University of Hawaii, Manoa
Olga Boric-Lubecke
Affiliation:
University of Hawaii, Manoa
Jenshan Lin
Affiliation:
University of Florida
Get access

Summary

Introduction

One limitation with Doppler radar is that for vital sign monitoring, any torso movement by the subject will affect the measurements. Other limitations include interference from moving objects or people in the vicinity and an inability to detect multiple targets. These issues arise due to the fact that a continuous-wave (CW) radar motion-detecting system is not inherently selective and will detect any motion in its field of view. Various solutions have been proposed for this, such as the use of multiple antennas with blind source separation (BSS) techniques to identify multiple respiration signatures [2,36] and use of two and four radars to cancel body sway [12,38]. BSS techniques are very effective in identifying multiple motion signatures but cannot associate those signatures with a particular source, leading to ambiguity in the interpretation of results. A good solution still does not exist for identification of a subject from the environmental clutter and making the Doppler radar system selective.

Bringing selectivity to the radar implies introducing ways to ensure that the motion signals obtained correspond to the desired source. By rejecting clutter motion and detecting the physiologic motion of a subject, we are implementing the first stage of selectivity. The only way to resolve targets without placing any circuit on them is by spatial resolution and range. Spatial resolution can be brought to the radar through coherent detection using pulse Doppler radar. This principle is used in synthetic aperture radars (SARs) and inverse synthetic aperture radars (ISARs) [33]. In order to achieve good resolution, we would have to use millimeter-wave signals and associated circuitry and would still have ambiguities in the range. Spatial resolution can also be obtained through multiple-input, multiple-output (MIMO) systems and BSS techniques, but the sources of motion would still remain ambiguous. Range can also be calculated using frequency-modulated continuous-wave (FMCW) radars, but then Doppler processing would become more challenging. The resolution provided by FMCW radar is also limited by the bandwidth of frequencies used.

Introducing modulation at the source of motion may allow more flexible solutions compatible with the current Doppler radar system. The way to achieve selectivity would be to have some form of modulated backscatter from the subject and no modulated backscatter from other objects, similar to radiofrequency identification (RFID) systems. Although RFID technology is mature and easily available, it is difficult to apply to motion-sensing applications.

Type
Chapter
Information
Publisher: Cambridge University Press
Print publication year: 2017

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

[1] Advanced Design System 2006, Agilent EEs of EDA Agilent Technologies.
[2] Boric-Lubecke, Olga et al., “Doppler radar sensing of multiple subjects in single and multiple antenna systems,” in Proceedings of the 7th International Conference on Telecommunication in Modern Satellite, Cable and Broadcasting Services, Vol. 1, pp. 7–11, 2005.Google Scholar
[3] Brazee, R. D., Miller, E. S., Reding, M. E., Klein, M.G., Nudd, B. et al., “A transponder for harmonic radar tracking of the black vine weevil in behavioral research,” Am. Soc. Agri. Eng. Trans., 48(2) (2005): 831–8.Google Scholar
[4] Boll, S. and Pulsipher, D., “Suppression of acoustic noise in speech using two microphone adaptive noise cancellation,” IEEE Trans. Acous., Speech Signal Proces., 28(6) (1980): 752–3.CrossRefGoogle Scholar
[5] Colpitts, Bruce, Luke, David, Boiteau, Gilles, and Doyle, Michael, “Harmonic radar identification tag for insect tracking,” in Proceedings of 1999 IEEE Canadian Conference on Electrical and Computer Engineering, Alberta, Canada (Piscataway, NJ: IEEE, 1999), pp. 9–12.Google Scholar
[6] Colpitts, Bruce G. and Boiteau, Gilles, “Harmonic radar transceiver design: miniature tags for insect tracking,” IEEE Trans. Antennas Propag., 52(11) (2004): 2825–32.CrossRefGoogle Scholar
[7] Droitcour, Amy D., Boric-Lubecke, Olga, Lubecke, Victor M., Lin, Jenshan, and Kovacs, Gregory T. A., “Range correlation and I/Q performance benefits in single-chip silicon Doppler radars for noncontact cardiopulmonary monitoring,” IEEE MTT, 52(3) (2004): 838–48.CrossRefGoogle Scholar
[8] Hafner, Noah and Lubecke, Victor, “Performance assessment techniques for Doppler radar physiological sensors,” in Proceedings of the 31st Annual International Conference of the IEEE EMBS, Minneapolis (Piscataway, NJ: IEEE, 2009), pp. 2–6.Google Scholar
[9] Haykin, Simon, Adaptive Filter Theory, (Englewood Cliffs, NJ: Prentice Hall, 1991).Google Scholar
[10] Kamarudin, M. R., Nechayev, Y. I, and Hall, P. S., “Antennas for on-body communication systems,” in Proceedings of the IEEE International Workshop on Antenna Technology: Small Antenna and Novel Metamaterials (Piscataway, NJ: IEEE, 2005), pp. 17–20.Google Scholar
[11] Kiriazi, John, Nakamura, Jayson, Hall, Kevin, and Lubecke, Victor, “Low profile harmonic radar transponder for tracking small endangered species,” in Engineering in Medicine and Biology Society, 2007, EMBS 2007 (29th Annual International Conference of the IEEE) (Piscataway, NJ: IEEE, 2007), pp. 2338–4107.Google Scholar
[12] Li, Changzhi and Lin, Jenshan, “Random body movement cancellation in Doppler radar vital sign detection,” IEEE Trans. Microwave Theory and Techn., 56(12) (2008): 3143–52.Google Scholar
[13] Lin, J. C., “Non-invasive microwave measurement of respiration,” Proc. IEEE, 63 (1975): 1530.CrossRefGoogle Scholar
[14] Lin, J. C., “Microwave sensing of physiological movement and volume change: a review,” Bioelectromagnetics, 13 (1992): 557–65.CrossRefGoogle ScholarPubMed
[15] Mascanzoni, D. and Wallin, H., “The harmonic radar: a new method of tracing insects in the field,” Eco. Entomol., 11(4) (1986): 387–90.Google Scholar
[16] Massagram, W., Lubecke, V. M., Host-Madsten, A., and Boric-Lubecke, O., “Assessment of heart rate variability and respiratory sinus arrythmia via Doppler radar,” IEEE Trans. Microwave Theory and Techn., 57(10) (2009): 2542–9.CrossRefGoogle Scholar
[17] Massagram, W., Lubecke, V. M., and Boric-Lubecke, O., “Microwave non-invasive sensing of respiratory tidal volume,” Engineering in Medicine and Biology Society 2009, EMBS 2009 (Annual International Conference of the IEEE) (Piscataway, NJ: IEEE, 2009), pp. 4832–5.Google Scholar
[18] Massagram, Wansuree, “A study of feasibility in long term cardiopulmonary monitoring via Doppler radar,” PhD dissertation, Department of Electrical Engineering, University of Hawaii at Mānoa, 2008.
[19] Mostafanezhad, I., Boric-Lubecke, O., and Lubecke, V., “A low IF receiver architecture for Doppler radar motion detector,” 2010 IEEE Radio and Wireless Symposium (RWS) (Piscataway, NJ: IEEE, 2010), pp. 571–4.Google Scholar
[20] Occhiuzzi, Cecilia, Cippitelli, Steffano, and Marrocco, Gaetano, “Modeling, design and experimentation of wearable RFID sensor tag,” IEEE Trans. Antennas Propag., 58(8) (2010): 2490–8.CrossRefGoogle Scholar
[21] O'Neal, M. E., Landis, D. A., Rothwell, E., Kempel, L., and Reinhard, D., “Tracking insects with harmonic radar: a case study,” American Entomologist, 50 (2004): 212–18.CrossRefGoogle Scholar
[22] Oppenheim, Alan V. and Schafer, Ronald W., Discrete-Time Signal Processing, (Upper Saddle River, NJ: Pearson Higher Education, 2009).Google Scholar
[23] Palmer, J. E., “Evaluation of adaptive filter algorithms for clutter cancellation in passive bistatic radar,” in Proceedings of the IEEE Radar Conference (Piscataway, NJ: IEEE, 2012), p. 4938.Google Scholar
[24] Park, B.-K., Lubecke, Olga-Boric and Lubecke, Victor, “Arctangent demodulation with dc offset compensation in quadrature Doppler radar receiver systems”, IEEE Trans. Microwave Theory Techn. 55(5) (2007): 1073–9.CrossRefGoogle Scholar
[25] Park, B.-K., Yamada, S., Lubecke, O.-B., and Lubecke, V. M., “Single-channel receiver limitations in Doppler radar measurements of periodic motion,” in Proceedings of the IEEE Radio and Wireless Symposium (Piscataway, NJ: IEEE, 2006), pp. 99–102.Google Scholar
[26] Psychoudakis, D., Moulder, W., Chen, Chi-Chih, Zhu, Heping, and Volakis, J. L., “A portable low-power harmonic radar system and conformal tag for insect tracking”, IEEE Antennas Wirelss Propag. Lett., 7 (2008): 444–7.Google Scholar
[27] Rajagopalan, Harish and Samii, Y-Rahmat, “On-body RFID tag design for human monitoring applications,” in Proceedings of the IEEE Antennas and Propagation Society International Symposium (Piscataway, NJ: IEEE, 2010), p. 1.Google Scholar
[28] Riley, J. R., Smith, A. D., Reynolds, D. R., Edwards, A. S., Osborne, J. L. et al., “Tracking bees with harmonic radar,” Nature, 379 (1996): 29–30.CrossRefGoogle Scholar
[29] Riley, J. R. and Smith, A. D., “Design considerations for an harmonic radar to investigate the flight of insects at low altitude,” Comput. Electron Agric., 35(2–3) (2002): 151–69.CrossRefGoogle Scholar
[30] Sanad, M, “Effect of human body on microstrip antennas,” AP-S Digest, 1 (1994): 298–301.Google Scholar
[31] Singh, A. and Lubecke, V., “Respiratory monitoring using a Doppler radar with passive harmonic tags to reduce interference from environmental clutter,” in 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS 2009) (Piscataway, NJ: IEEE, 2009), pp. 3837–40.Google Scholar
[32] Singh, A. and Lubecke, V., “Body-worn passive planar harmonic tag design for use with Doppler radar,” paper presented at the Radio and Wireless Symposium, Phoenix, AZ, 2011.
[33] Skolnik, M. I., “An introduction to radar”, in Introduction to Radar Systems, (New York: McGraw-Hill, 2001), pp. 1–27.Google Scholar
[34] Stuchly, S. S., Smith, A., Goldberg, M., Thansandote, A., and Menard, A., “A microwave device for arterial wall motion analysis,” Proc. Eng. Med. Biol., 22(47) (1980): 57.Google Scholar
[35] Vergara, A. and Lubecke, V. M., “Data acquisition system for Doppler radar vital-sign monitor,” in 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS 2007) (Piscataway, NJ: IEEE, 2007), pp. 2269–72.Google Scholar
[36] Vergara, A. et al., “Blind source separation using human body motion using direct conversion Doppler radar,” in 2008 IEEE MTT-S International Microwave Symposium Digest (Piscataway, NJ: IEEE, 2008), pp. 1321–4.Google Scholar
[37] Widrow, B., Glover, J. R. Jr., McCool, J. M., Kaunitz, J., Williams, C. S. et al., “Adaptive noise cancelling: principles and applications,” Proc. IEEE, 63(12) (1975): 1692–1716.CrossRefGoogle Scholar
[38] Yu, Xiaogang, Li, Changzhi, and Lin, Jenshan, “Two-dimensional noncontact vital sign detection using Doppler radar array approach,” in Microwave Symposium Digest (MTT), 2011 IEEE MTT-S International Microwave Symposium (Piscataway, NJ: IEEE, 2011), pp. 1–4.Google Scholar

Save book to Kindle

To save this book to your Kindle, first ensure coreplatform@cambridge.org is added to your Approved Personal Document E-mail List under your Personal Document Settings on the Manage Your Content and Devices page of your Amazon account. Then enter the ‘name’ part of your Kindle email address below. Find out more about saving to your Kindle.

Note you can select to save to either the @free.kindle.com or @kindle.com variations. ‘@free.kindle.com’ emails are free but can only be saved to your device when it is connected to wi-fi. ‘@kindle.com’ emails can be delivered even when you are not connected to wi-fi, but note that service fees apply.

Find out more about the Kindle Personal Document Service.

Available formats
×

Save book to Dropbox

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Dropbox.

Available formats
×

Save book to Google Drive

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Google Drive.

Available formats
×