Wearable electroencephalography

IEEE Engineering in Medicine and Biology Magazine

Volumn 29, Issue 3, 2010, Pages 44-56

  Casson, Alexander J ^a   Yates, David C ^a   Smith, Shelagh J M ^b   Duncan, John S ^c   Rodriguez Villegas, Esther ^a  

^a IMPERIAL COLLEGE LONDON   (United Kingdom)

^b UNIVERSITY COLLEGE LONDON HOSPITALS   (United Kingdom)

^c UNIVERSITY COLLEGE LONDON   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN WAVE; BRAIN-COMPUTER INTERFACE; DAILY LIVES; EEG RECORDERS; NEURONAL ACTIVITIES; NONINVASIVE METHODS; SLEEP DISORDERS;

BRAIN; VIDEO RECORDING;

ELECTROENCEPHALOGRAPHY;

AMBULATORY MONITORING; ARTICLE; CLOTHING; COMPUTER ASSISTED DIAGNOSIS; ELECTROENCEPHALOGRAPHY; EQUIPMENT DESIGN; INSTRUMENTATION; SIGNAL PROCESSING; TELEMEDICINE;

CLOTHING; DIAGNOSIS, COMPUTER-ASSISTED; ELECTROENCEPHALOGRAPHY; EQUIPMENT DESIGN; MONITORING, AMBULATORY; SIGNAL PROCESSING, COMPUTER-ASSISTED; TELEMEDICINE;

EID: 77952285184     PISSN: 07395175     EISSN: None     Source Type: Journal    
DOI: 10.1109/MEMB.2010.936545     Document Type: Article

References (58)

1. A. J. Casson and E. Rodriguez-Villegas, ''Data reduction techniques to facilitate wireless and long term AEEG epilepsy monitoring,'' in Proc. 3rd Int. IEEE EMBS Conf. Neural Engineering, EMBS NER, HI, May 2007, pp. 298-301.
2. D. C. Yates and E. Rodriguez-Villegas, ''A key power trade-off in wireless EEG headset design,'' in Proc. 3rd Int. IEEE EMBS Conf. Neural Engineering, EMBS NER, HI, May 2007, pp. 453-456.
3. A. J. Casson, S. Smith, J. S. Duncan, and E. Rodriguez-Villegas, ''Wearable EEG: What is it, why is it needed and what does it entail?,'' in Proc. IEEE Engineering in Medicine and Biology Society, EMBC, Vancouver, Aug. 2008, pp. 5867-5870.
4. C. D. Binnie, A. J. Rowan, and T. Gutter, A Manual of Electroencephalographic Technology. Cambridge, U.K.: Cambridge Univ. Press, 1982.
5. G. Deuschl and A. Eisen, Eds., Recommendations for the Practice of Clinical Neurophysiology: Guidelines of the International Federation of Clinical Physiology, 2nd ed. Amsterdam: Elsevier, 1999.
6. F. Gilliam, R. Kuzniecky, and E. Faught, ''Ambulatory EEG monitoring,'' J. Clin. Neurophysiol., vol.16, no.2, pp. 111-115, 1999.
7. Z. Ma, X. Gao, and S. Gao, ''Enhanced P300-based cursor movement control,'' in Proc. HCI Int., Beijing, July 2007, pp. 120-126.
8. M. D. Holmes, ''Dense array EEG: Methodology and new hypothesis on epilepsy syndromes,'' Epilepsia, vol.49, no.s3, pp. 3-14, 2008.
9. G. L. Krauss and R. S. Fisher, The Johns Hopkins Atlas of Digital EEG: An Interactive Training Guide. Baltimore: The Johns Hopkins Univ. Press, 2006.
10. J. W. Sander. (2005). The incidence and prevalence of epilepsy [Online]. Available: http://www.e-epilepsy.org.uk/
11. M. Pugliatti, E. Beghi, L. Forsgren, M. Ekman, and P. Sobocki, ''Estimating the cost of epilepsy in Europe: A review with economic modeling,'' Epilepsia, vol.48, no.12, pp. 2224-2233, 2007.
12. International Monetary Fund. (2008). World economic outlook database [Online]. Available: http://www.imf.org/
13. C. D. Binnie and H. Stefan, ''Modern electroencephalography: Its role in epilepsy management,'' Clin. Neurophysiol., vol.110, no.10, pp. 1671-1697, 1999.
14. D. Smith, B. A. Defalla, and D. W. Chadwick, ''The misdiagnosis of epilepsy and the management of refractory epilepsy in a specialist clinic,'' QJM, vol.92, no.1, pp. 15-23, 1999. (Pubitemid 29034096)
15. National Institute for Clinical Excellence, NICE Guidelines: The Diagnosis and Management of the Epilepsies in Adults and Children in Primary and Secondary Care. London: NICE, 2004.
16. S. J. M. Smith, ''EEG in the diagnosis, classification, and management of patients with epilepsy,'' J. Neurol. Neurosurg. Psychiatry, vol.76, no.2, pp. ii2- ii7, 2005.
17. E. Waterhouse, ''New horizons in ambulatory electroencephalography,'' IEEE Eng. Med. Biol. Mag., vol.22, no.3, pp. 74-80, 2003.
18. J. Gotman, ''Automatic detection of seizures and spikes,'' J. Clin. Neurophysiol., vol.16, no.2, pp. 130-140, 1999.
19. B. Schelter, J. Timmer, and A. Schulze-Bonhage, Eds., Seizure Prediction in Epilepsy. Weinhiem: Wiley, 2008.
20. H. R. Colten and B. M. Altevogt, Eds., Sleep Disorders and Sleep Deprivation: An Unmet Public Health Problem. Washington, DC: National Academies Press, 2006.
21. W. W. Flemons, N. J. Douglas, S. T. Kuna, D. O. Rodenstein, and J. Wheatley, ''Access to diagnosis and treatment of patients with suspected sleep apnea,'' Amer. J. Respir. Crit. Care Med., vol.169, no.6, pp. 668-672, 2004.
22. Frost & Sullivan. (2008) European sleep diagnostics and associated data management systems market report [Online]. Available: http://www.frost.com/
23. J. R. Wolpaw, N. Birbaumer, D. J. Mcfarland, G. Pfurtscheller, and T. M. Vaughan, ''Brain-computer interfaces for communication and control,'' Clin. Neurophysiol., vol.113, no.6, pp. 767-791, 2002.
24. Augmented Cognition International Society [Online]. (2008). Available: http://www.augmentedcognition.org/
25. B. A. Taheri, R. T. Knight, and R. L. Smith, ''A dry electrode for EEG recording,'' Electroencephalogr. Clin. Neurophysiol., vol.90, no.5, pp. 376-383, 1994.
26. C. Fonseca, J. P. S. Cunha, R. E. Martins, V. M. Ferreira, J. P. M. de Sa, M. A. Barbosa, and A. M. da Silva, ''A novel dry active electrode for EEG recording,'' IEEE Trans. Bio. Med. Eng., vol.54, no.1, pp. 162-165, 2007.
27. R. Matthews, N. J. McDonald, P. Hervieux, P. J. Turner, and M. A. Steindorf, ''A wearable physiological sensor suite for unobtrusive monitoring of physiological and cognitive state,'' in Proc. IEEE Engineering in Medicine and Biology Society, EMBC, Lyon, Aug. 2007, pp. 5276-5281.
28. L. Chin-Teng, K. Li-Wei, C. Jin-Chern, D. Jeng-Ren, H. Ruey-Song, L. Sheng-Fu, C. Tzai-Wen, and J. Tzyy-Ping, ''Noninvasive neural prostheses using mobile and wireless EEG,'' Proc. IEEE, vol.96, no.7, pp. 1167-1183, 2008.
29. G. Ruffini, S. Dunne, L. Fuentemilla, C. Grau, E. Farres, J. Marco-Pallares, P. C. P. Watts, and S. R. P. Silva, ''First human trials of a dry electrophysiology sensor using a carbon nanotube array interface,'' Sensors Actuators A Phys., vol.144, no.2, pp. 275-279, 2008.
30. J. R. Ives, ''New chronic EEG electrode for critical/intensive care unit monitoring,'' J. Clin. Neurophysiol., vol.22, no.2, pp. 119-123, 2005.
31. G. U. Martz, C. Hucek, and M. Quigg, ''Sixty day continuous use of subdermal wire electrodes for EEG monitoring during treatment of status epilepticus,'' Neurocrit. Care, vol.11, no.2, pp. 223-227, 2009.
32. Medtronic [Online]. (2006). Available: http://www.medtronic.com/
33. B. Gyselinckx, C. Van Hoof, J. Ryckaert, R. F. Yazicioglu, P. Fiorini, and V. Leonov, ''Human++: Autonomous wireless sensors for body area networks,'' in Proc. IEEE Custom Integrated Circuits Conf., IEEE CICC, , San Jose, Sept. 2005, pp. 13-19.
34. R. F. Yazicioglu, P. Merken, R. Puers, and C. Van Hoof, ''A 200 lW eightchannel EEG acquisition ASIC for ambulatory EEG systems,'' IEEE J. Solid-State Circuits, vol.43, no.12, pp. 3025-3038, 2008.
35. A. Wang and A. Chandrakasan, ''Energy-efficient DSPs for wireless sensor networks,'' IEEE Signal Processing Mag., vol.19, no.4, pp. 68-78, 2002.
36. T. Von Buren, P. Mitcheson, T. Green, E. Yeatman, A. Holmes, and G. Troster, ''Optimization of inertial micropower generators for human walking motion,'' IEEE Sensors J., vol.6, no.1, pp. 28-38, 2006.
37. T. Torfs, V. Leonov, R. F. Yazicioglu, P. Merken, C. Van Hoof, R. J. M. Vullers, and B. Gyselinckx, ''Wearable autonomous wireless electro- encephalography system fully powered by human body heat,'' in Proc. IEEE Sensors, Lecce, Oct. 2008, pp. 1269-1272.
38. Advanced Brain Monitoring [Online]. (2007). Available: http://www.b-alert. com/
39. R. R. Harrison and C. Charles, ''A low-power low-noise CMOS amplifier for neural recording applications,'' IEEE J. Solid-State Circuits, vol.38, no.6, pp. 958-965, June 2003.
40. D. C. Yates and E. Rodriguez-Villegas, ''An ultra low power low noise chopper amplifier for wireless EEG,'' in Proc. IEEE Int. Midwest Symp. Circuits and Systems, MWSCS, PR, 2006, pp. 449-452.
41. J. Sauerbrey, D. Schmitt-Landsiedel, and R. Thewes, ''A 0.5-V 1-lW successive approximation ADC,'' IEEE J. Solid-State Circuits, vol.38, no.7, pp. 1261- 1265, 2003.
42. Nordic Semiconductor. (2004). Product specification: Single-chip 2.4 GHz transceiver [Online]. Available: http://www.nordicsemi.no/
43. Texas Instruments. (2004). Bluetooth solutions from Texas Instruments, product bulletin [Online]. Available: http://focus.ti.com/
44. Freescale Semiconductor. (2004). XS110 UWB solution for media-rich wireless applications [Online]. Available: http://www.freescale.com/
45. Zarlink. (2005). ZL70100 datasheet [Online]. Available: http://www.zarlink.com/
46. A. C. W. Wong, G. Kathiresan, C. K. T. Chan, O. Eljamaly, O. Omeni, D. Mcdonagh, A. J. Burdett, and C. Toumazou, ''A 1 V wireless transceiver for an ultra-low-power SoC for biotelemetry applications,'' IEEE J. Solid-State Circuits, vol.43, no.7, pp. 1511-1521, 2008.
47. P. Popplewell, V. Karam, A. Shamim, J. Rogers, L. Roy, and C. Plett, ''A 5.2-GHz BFSK transceiver using injection-locking and an on-chip antenna,'' IEEE J. Solid-State Circuits, vol.43, no.4, pp. 981-990, 2008.
48. P. D. Bradley, ''An ultra low power, high performance medical implant communication system (MICS) transceiver for implantable devices,'' in Proc. IEEE Biomedical Circuits and Systems Conf., BioCAS, London, Nov. 2006, pp. 158-161.
49. S. Roundy, D. Steingart, L. Frechette, P. Wright, and J. Rabaey, ''Power sources for wireless sensor networks,'' in Wireless Sensor Networks, H. Karl, A. Willig, and A. Wolisz, Eds. Berlin: Springer-Verlag, 2004, pp. 1-17.
50. A. Avila, R. Santoyo, and S. O. Martinez, ''Hardware/software implementation of the EEG signal compression module for an ambulatory monitoring subsystem,'' in Proc. IEEE Int. Conf. Distributed Computing Systems, ICDCS, Mexico, Apr. 2006, pp. 125-129.
51. G. Antoniol and P. Tonella, ''EEG data compression techniques,'' IEEE Trans. Biomed. Eng., vol.44, no.2, pp. 105-114, 1997.
52. J. Cardenas-Barrera, J. Lorenzo-Ginori, and E. Rodriguez-Valdivia, ''A wavelet-packets based algorithm for EEG signal compression,'' Med. Inform. Internet Med., vol.29, no.1, pp. 15-27, 2004.
53. S. B. Wilson and R. Emerson, ''Spike detection: A review and comparison of algorithms,'' Clin. Neurophysiol., vol.113, no.12, pp. 1873-1881, 2002.
54. J. Gotman, J. R. Ives, and P. Gloor, ''Automatic recognition of inter-ictal epileptic activity in prolonged EEG recordings,'' Electroencephalogr. Clin. Neurophysiol., vol.46, no.5, pp. 510-520, 1979.
55. A. J. Casson and E. Rodriguez-Villegas, ''Toward online data reduction for portable electroencephalography systems in epilepsy,'' IEEE Trans. Biomed. Eng., vol.56, no.12, pp. 2816-2825, 2009.
56. R. Rieger and J. T. Taylor, ''An adaptive sampling system for sensor nodes in body area networks,'' IEEE Trans. Neural Syst. Rehabil. Eng., vol.17, no.2, pp. 183-189, 2009.
57. J. Gotman, J. R. Ives, P. Gloor, L. F. Quesney, and P. Bergsma, ''Monitoring at the Montreal Neurological Institute,'' in Long-Term Monitoring in Epilepsy, J. Gotman, J. R. Ives, and P. Gloor, Eds. Amsterdam: Elsevier, 1985, pp. 327-340.
58. A. J. Casson, E. Luna, and E. Rodriguez-Villegas, ''Performance metrics for the accurate characterisation of interictal spike detection algorithms,'' J. Neurosci. Methods, vol.177, no.2, pp. 479-487, 2009.