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Medical & Biological Engineering & Computing
Erschienen in: Medical & Biological Engineering & Computing 5/2013

01.05.2013 | Review Article

A comprehensive survey of wearable and wireless ECG monitoring systems for older adults

verfasst von: Mirza Mansoor Baig, Hamid Gholamhosseini, Martin J. Connolly

Erschienen in: Medical & Biological Engineering & Computing | Ausgabe 5/2013

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Abstract

Wearable health monitoring is an emerging technology for continuous monitoring of vital signs including the electrocardiogram (ECG). This signal is widely adopted to diagnose and assess major health risks and chronic cardiac diseases. This paper focuses on reviewing wearable ECG monitoring systems in the form of wireless, mobile and remote technologies related to older adults. Furthermore, the efficiency, user acceptability, strategies and recommendations on improving current ECG monitoring systems with an overview of the design and modelling are presented. In this paper, over 120 ECG monitoring systems were reviewed and classified into smart wearable, wireless, mobile ECG monitoring systems with related signal processing algorithms. The results of the review suggest that most research in wearable ECG monitoring systems focus on the older adults and this technology has been adopted in aged care facilitates. Moreover, it is shown that how mobile telemedicine systems have evolved and how advances in wearable wireless textile-based systems could ensure better quality of healthcare delivery. The main drawbacks of deployed ECG monitoring systems including imposed limitations on patients, short battery life, lack of user acceptability and medical professional’s feedback, and lack of security and privacy of essential data have been also discussed.
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Literatur
1.
2.
Afonso VX, Tompkins WJ, Nguyen TQ, Michler K, Shen L (1996) Comparing stress ECG enhancement algorithms. IEEE Eng Med Biol Mag 15(3):37–44CrossRef
3.
4.
Alemdar H, Ersoy C (2010) Wireless sensor networks for healthcare: a survey. Comput Netw 54(15):2688–2710CrossRef
5.
Atoui H, Fayn J, Rubel P (2010) A novel neural-network model for deriving standard 12-Lead ECGs from serial three-lead ECGs: application to self-care. IEEE Trans Inf Technol Biomed 14(3):883–890PubMedCrossRef
6.
7.
Bansal D, Khan M, Salhan AK (2009) A computer based wireless system for online acquisition, monitoring and digital processing of ECG waveforms. Comput Biol Med 39(4):361–367PubMedCrossRef
8.
Barnwell J, Klein J, Stallings C, Sturm A, Gillespie M, Fine J, Hyslop W (2012) Image-guided optimization of the ECG trace in cardiac MRI. Int J Cardiovasc Imaging (formerly Cardiac Imaging) 28(3):587–593. doi:10.​1007/​s10554-011-9865-7 CrossRef
9.
10.
11.
Bianchi AM, Mendez MO, Cerutti S (2010) Processing of signals recorded through smart devices: sleep-quality assessment. IEEE Trans Inf Technol Biomed 14(3):741–747PubMedCrossRef
12.
Blanco-Velasco M, Cruz-Roldán F, Moreno-Martínez E, Godino-Llorente J-I, Barner KE (2008) Embedded filter bank-based algorithm for ECG compression. Signal Process 88(6):1402–1412CrossRef
13.
14.
Bsoul M, Minn H, Tamil L (2011) Apnea MedAssist: real-time sleep apnea monitor using single-lead ECG. IEEE Trans Inf Technol Biomed 15(3):416–427PubMedCrossRef
15.
Buttussi F, Chittaro L (2008) MOPET: a context-aware and user-adaptive wearable system for fitness training. Artif Intell Med 42(2):153–163PubMedCrossRef
16.
Chan M, Estève D, Escriba C, Campo E (2008) A review of smart homes—present state and future challenges. Comput Methods Programs Biomed 91(1):55–81PubMedCrossRef
17.
Chan V, Ray P, Parameswaran N (2008) Mobile e-health monitoring: an agent-based approach. IET Commun 2(2):223–230CrossRef
18.
Chang H-T, Chung C-G, Chen M-W (2011) An e-caring chair for physiological signal measurement and recording. Med Eng Phys 35(2):277–282
19.
Chatterjee HK, Gupta R, Mitra M (2011) A statistical approach for determination of time plane features from digitized ECG. Comput Biol Med 41(5):278–284PubMedCrossRef
20.
21.
Chen J, Wang F, Zhang Y, Shi X (2008) ECG compression using uniform scalar dead-zone quantization and conditional entropy coding. Med Eng Phys 30(4):523–530PubMedCrossRef
22.
Chin-Teng L, Kuan-Cheng C, Chun-Ling L, Chia-Cheng C, Shao-Wei L, Shih-Sheng C, Bor-Shyh L, Hsin-Yueh L, Ray-Jade C, Yuan-Teh L, Li-Wei K (2010) An intelligent telecardiology system using a wearable and wireless ECG to detect atrial fibrillation. IEEE Trans Inf Technol Biomed 14(3):726–733CrossRef
23.
Chung-Chih L, Ping-Yeh L, Po-Kuan L, Guan-Yu H, Wei-Lun L, Ren-Guey L (2008) A healthcare integration system for disease assessment and safety monitoring of dementia patients. IEEE Trans Inf Technol Biomed 12(5):579–586CrossRef
24.
Coyle S, King-Tong L, Moyna N, O’Gorman D, Diamond D, Di Francesco F, Costanzo D, Salvo P, Trivella MG, De Rossi DE, Taccini N, Paradiso R, Porchet JA, Ridolfi A, Luprano J, Chuzel C, Lanier T, Revol-Cavalier F, Schoumacker S, Mourier V, Chartier I, Convert R, De-Moncuit H, Bini C (2010) BIOTEX-biosensing textiles for personalised healthcare management. IEEE Trans Inf Technol Biomed 14(2):364–370PubMedCrossRef
25.
Davenport C, Cheng EYL, Kwok YTT, Lai AHO, Wakabayashi T, Hyde C, Connock M (2006) Assessing the diagnostic test accuracy of natriuretic peptides and ECG in the diagnosis of left ventricular systolic dysfunction: a systematic review and meta-analysis. British J Gen Practice 56(522):48
26.
De Capua C, Meduri A, Morello R (2010) A smart ECG measurement system based on web-service-oriented architecture for telemedicine applications. IEEE Trans Instrum Meas 59(10):2530–2538CrossRef
27.
28.
Di Rienzo M, Meriggi P, Rizzo F, Castiglioni P, Lombardi C, Ferratini M, Parati G (2010) Textile technology for the vital signs monitoring in telemedicine and extreme environments. IEEE Trans Inf Technol Biomed 14(3):711–717PubMedCrossRef
29.
Dilmaghani RS, Bobarshad H, Ghavami M, Choobkar S, Wolfe C (2011) Wireless sensor networks for monitoring physiological signals of multiple patients. IEEE Trans Biomed Circuits Syst 5(4):347–356CrossRef
30.
Dong-Her S, Hsiu-Sen C, Binshan L, Shih-Bin L (2010) An embedded mobile ECG reasoning system for elderly patients. IEEE Trans Inf Technol Biomed 14(3):854–865CrossRef
31.
32.
Fraile JA, Bajo J, Corchado JM, Abraham A (2010) Applying wearable solutions in dependent environments. IEEE Trans Inf Technol Biomed 14(6):1459–1467PubMedCrossRef
33.
Gacek A (2011) Preprocessing and analysis of ECG signals—a self-organizing maps approach. Expert Syst Appl 38(7):9008–9013CrossRef
34.
Hairong Y, Hongwei H, Youzhi X, Gidlund M (2010) Wireless sensor network based E-health system—implementation and experimental results. IEEE Trans Consum Electron 56(4):2288–2295CrossRef
35.
36.
Helen Bray (2008) National Population Projections. Office for National Statistics, Series pp 2, No. 26, Palgrave Macmillan, New York
37.
Keong HC, Yuce MR (2008) Low data rate ultra wideband ECG monitoring system. In: Dumont G, Galiana H (eds) 30th Annual international conference of the IEEE engineering in medicine and biology society, Vancouver, BC, 20–25 Aug 2008. IEEE, USA, pp 3413–3416
38.
Ho C, Weihua Z (2010) Bluetooth-enabled in-home patient monitoring system: early detection of Alzheimer’s disease. IEEE Wirel Commun 17(1):74–79CrossRef
39.
Honggang W, Dongming P, Wei W, Sharif H, Hsiao-hwa C, Khoynezhad A (2010) Resource-aware secure ECG healthcare monitoring through body sensor networks. IEEE Wireless Commun 17(1):12–19CrossRef
40.
41.
Hyejung K, Yazicioglu RF, Merken P, Van Hoof C, Hoi-Jun Y (2010) ECG signal compression and classification algorithm with quad level vector for ECG Holter system. IEEE Trans Inf Technol Biomed 14(1):93–100CrossRef
42.
Jourand P, De Clercq H, Corthout R, Puers R (2009) Textile integrated breathing and ECG monitoring system. Procedia Chem 1(1):722–725CrossRef
43.
Jourand P, De Clercq H, Puers R (2010) Robust monitoring of vital signs integrated in textile. Sens Actuators A 161(1–2):288–296
44.
45.
46.
47.
Kinsella K, Phillips DR (2005) Global aging: the challenge of success. Population Bulletin 60(1):1–42
48.
Kleinmuntz B (1984) Diagnostic problem solving by computer: a historical review and the current state of the science. Comput Biol Med 14(3):255–270PubMedCrossRef
49.
Kundu M, Nasipuri M, Kumar Basu D (2000) Knowledge-based ECG interpretation: a critical review. Pattern Recogn 33(3):351–373CrossRef
50.
Kyungtae K, Kyung-Joon P, Jae-Jin S, Chang-Hwan Y, Lui S (2011) A medical-grade wireless architecture for remote electrocardiography. IEEE Trans Inf Technol Biomed 15(2):260–267CrossRef
51.
52.
Lee Y-D, Chung W-Y (2009) Wireless sensor network based wearable smart shirt for ubiquitous health and activity monitoring. Sensors Actuators B Chemical 140(2):390–395CrossRef
53.
Lee HJ, Lee SH, Ha K-S, Jang HC, Chung W-Y, Kim JY, Chang Y-S, Yoo DH (2009) Ubiquitous healthcare service using Zigbee and mobile phone for elderly patients. Int J Med Inform 78(3):193–198PubMedCrossRef
54.
Lien CTC, Gillespie ND, Struthers AD, McMurdo MET (2002) Heart failure in frail elderly patients: diagnostic difficulties, co-morbidities, polypharmacy and treatment dilemmas. Eur J Heart Fail 4(1):91–98PubMedCrossRef
55.
56.
57.
Long Y, Joonsung B, Seulki L, Taehwan R, Kiseok S, Hoi-Jun Y (2011) A 3.9 mW 25-electrode reconfigured sensor for wearable cardiac monitoring system. IEEE J Solid State Circuits 46(1):353–364CrossRef
58.
López G, Custodio V, Moreno JI (2010) LOBIN: E-textile and wireless-sensor-network-based platform for healthcare monitoring in future hospital environments. IEEE Trans Inf Technol Biomed 14(6):1446–1458PubMedCrossRef
59.
Mak JNF, Hu Y, Luk KDK (2010) An automated ECG-artifact removal method for trunk muscle surface EMG recordings. Med Eng Phys 32(8):840–848PubMedCrossRef
60.
Mamaghanian H, Khaled N, Atienza D, Vandergheynst P (2011) Compressed sensing for real-time energy-efficient ECG compression on wireless body sensor nodes. IEEE Trans Biomed Eng 58(9):2456–2466PubMedCrossRef
61.
McFee R, Baule GM (1972) Research in electrocardiography and magnetocardiography. In: Rowe JE (ed) Proceedings of the IEEE, USA, 1972, vol 3. The Institute of Electrical and Electronics Engineers, Inc., pp 290–321
62.
Merritt CR, Nagle HT, Grant E (2009) Fabric-based active electrode design and fabrication for health monitoring clothing. IEEE Trans Inf Technol Biomed 13(2):274–280PubMedCrossRef
63.
64.
Boulos MN, Wheeler S, Tavares C, Jones R (2011) How smartphones are changing the face of mobile and participatory healthcare: an overview, with example from eCAALYX. BioMed Eng Online 10(1):1–14. doi:10.​1186/​1475-925x-10-24 CrossRef
65.
Nygårds M-E, Hulting J (1979) An automated system for ECG monitoring. Comput Biomed Res 12(2):181–202PubMedCrossRef
66.
Oresko JJ, Zhanpeng J, Jun C, Shimeng H, Yuwen S, Duschl H, Cheng AC (2010) A Wearable smartphone-based platform for real-time cardiovascular disease detection via electrocardiogram processing. IEEE Trans Inf Technol Biomed 14(3):734–740PubMedCrossRef
67.
Oster J, Pietquin O, Kraemer M, Felblinger J (2010) Nonlinear bayesian filtering for denoising of electrocardiograms acquired in a magnetic resonance environment. IEEE Trans Biomed Eng 57(7):1628–1638PubMedCrossRef
68.
Pahlm O, Sornmo L (1987) Data Processing of Exercise ECG’s. IEEE Trans BME 34(2):158–165CrossRef
69.
70.
Pandian PS, Mohanavelu K, Safeer KP, Kotresh TM, Shakunthala DT, Gopal P, Padaki VC (2008) Smart Vest: wearable multi-parameter remote physiological monitoring system. Med Eng Phys 30(4):466–477PubMedCrossRef
71.
Poli S, Barbaro V, Bartolini P, Calcagnini G, Censi F (2003) Prediction of atrial fibrillation from surface ECG: review of methods and algorithms. Annali dell’Istituto superiore di sanità 39(2):195PubMed
72.
Pollonini L, Rajan N, Xu S, Madala S, Dacso C (2012) A novel handheld device for use in remote patient monitoring of heart failure patients—design and preliminary validation on healthy subjects. J Med Syst 36(2):653–659. doi:10.​1007/​s10916-010-9531-y PubMedCrossRef
73.
74.
Rahman MZU, Shaik RA, Rama Koti Reddy DV (2011) Efficient sign based normalized adaptive filtering techniques for cancelation of artifacts in ECG signals: application to wireless biotelemetry. Signal Process 91(2):225–239CrossRef
75.
Sahin I, Yilmazer N, Simaan MA (2010) A method for subsample fetal heart rate estimation under noisy conditions. IEEE Trans Biomed Eng 57(4):875–883PubMedCrossRef
76.
Sankari Z, Adeli H (2011) HeartSaver: a mobile cardiac monitoring system for auto-detection of atrial fibrillation, myocardial infarction, and atrio-ventricular block. Comput Biol Med 41(4):211–220PubMedCrossRef
77.
Sardini E, Serpelloni M (2010) Instrumented wearable belt for wireless health monitoring. Procedia Eng 5:580–583CrossRef
78.
Scherr D, Dalal D, Henrikson C, Spragg D, Berger R, Calkins H, Cheng A (2008) Prospective comparison of the diagnostic utility of a standard event monitor versus a “leadless” portable ECG monitor in the evaluation of patients with palpitations. J Interv Cardiac Electrophysiol 22(1):39–44. doi:10.​1007/​s10840-008-9251-0 CrossRef
79.
Schleyer T, Mattsson U, Ni Riordain R, Brailo V, Glick M, Zain R, Jontell M (2011) Advancing oral medicine through informatics and information technology: a proposed framework and strategy. Oral Dis 17:85–94PubMedCrossRef
80.
81.
Skordalakis E (1986) Syntactic ECG processing: a review. Pattern Recogn 19(4):305–313CrossRef
82.
83.
Steele R, Lo A, Secombe C, Wong YK (2009) Elderly persons’ perception and acceptance of using wireless sensor networks to assist healthcare. Int J Med Inform 78(12):788–801PubMedCrossRef
84.
Sufi F, Khalil I (2011) Faster person identification using compressed ECG in time critical wireless telecardiology applications. J Netw Comput Appl 34(1):282–293CrossRef
85.
Sufi F, Qiang F, Khalil I, Mahmoud SS (2009) Novel methods of faster cardiovascular diagnosis in wireless telecardiology. IEEE J Sel Areas Commun 27(4):537–552CrossRef
86.
Sufi F, Khalil I, Mahmood AN (2011) A clustering based system for instant detection of cardiac abnormalities from compressed ECG. Expert Syst Appl 38(5):4705–4713CrossRef
87.
88.
89.
Tay FEH, Guo DG, Xu L, Nyan MN, Yap KL (2009) MEMSWear-biomonitoring system for remote vital signs monitoring. J Franklin Inst 346(6):531–542CrossRef
90.
91.
Übeyli ED (2009) Adaptive neuro-fuzzy inference system for classification of ECG signals using Lyapunov exponents. Comput Methods Programs Biomed 93(3):313–321PubMedCrossRef
92.
U-j Yoon, Noh Y-S, H-r Yoon (2011) Optimization methods for improving the performance of heart rate detection by a wearable ECG system during high-intensity exercise. Biomed Eng Lett 1(2):143–150. doi:10.​1007/​s13534-011-0023-x CrossRef
93.
Ullah S, Higgins H, Braem B, Latre B, Blondia C, Moerman I, Saleem S, Rahman Z, Kwak K (2010) A comprehensive survey of wireless body area networks. J Med Syst 1–30. doi:10.​1007/​s10916-010-9571-3
94.
Van Helleputte N, Tomasik JM, Galjan W, Mora-Sanchez A, Schroeder D, Krautschneider WH, Puers R (2008) A flexible system-on-chip (SoC) for biomedical signal acquisition and processing. Sens Actuators A 142(1):361–368CrossRef
95.
Vullings R, de Vries B, Bergmans JWM (2011) An adaptive Kalman filter for ECG signal enhancement. IEEE Trans Biomed Eng 58(4):1094–1103PubMedCrossRef
96.
97.
Winterhalter M, Schiller J, Münte S, Bund M, Hoy L, Weilbach C, Piepenbrock S, Rahe-Meyer N (2008) Prospective investigation into the influence of various stressors on skin impedance. J Clin Monit Comput 22(1):67–74. doi:10.​1007/​s10877-007-9107-7 PubMedCrossRef
98.
World Health Organization (2003) Active ageing: a policy framework. WHO/NMH/NPH/02.8, 1–60
99.
Wu WH, Bui AAT, Batalin MA, Au LK, Binney JD, Kaiser WJ (2008) MEDIC: medical embedded device for individualized care. Artif Intell Med 42(2):137–152PubMedCrossRef
100.
Wu Y, Rangayyan RM, Zhou Y, Ng S-C (2009) Filtering electrocardiographic signals using an unbiased and normalized adaptive noise reduction system. Med Eng Phys 31(1):17–26PubMedCrossRef
101.
Xin L, Yuanjin Z, Myint Wai P, Bin Z, Minkyu J, Xiaojun Y (2011) Multiple functional ECG signal is processing for wearable applications of long-term cardiac monitoring. IEEE Trans Biomed Eng 58(2):380–389CrossRef
102.
Yan J, Lu Y, Liu J, Wu X, Xu Y (2010) Self-adaptive model-based ECG denoising using features extracted by mean shift algorithm. Biomed Signal Process Control 5(2):103–113CrossRef
103.
Yanowitz F, Kinias P, Rawling D, Fozzard HA (1974) Accuracy of a continuous real-time ECG dysrhythmia monitoring system. Circulation 50(1):65–72PubMedCrossRef
104.
Yoo J, Long Y, Seulki L, Hyejung K, Hoi-Jun Y (2009) A wearable ECG acquisition system with compact planar-fashionable circuit board-based shirt. IEEE Trans Inf Technol Biomed 13(6):897–902PubMedCrossRef
105.
Yoo J, Long Y, Seulki L, Hyejung K, Binhee K, Hoi-Jun Y (2009) An Attachable ECG sensor bandage with planar-fashionable circuit board. In: Ferscha A, Stocker G (eds) International Symposium on Wearable Computers, 2009. ISWC ‘09, Linz, Austria, 4–7 Sept 2009. IEEE Computer Society, Conference Publishing Services (CPS), pp 145–146
106.
107.
Yu S-N, Chen Y-H (2009) Noise-tolerant electrocardiogram beat classification based on higher order statistics of subband components. Artif Intell Med 46(2):165–178PubMedCrossRef
Metadaten
Titel
A comprehensive survey of wearable and wireless ECG monitoring systems for older adults
verfasst von
Mirza Mansoor Baig
Hamid Gholamhosseini
Martin J. Connolly
Publikationsdatum
01.05.2013
Verlag
Springer-Verlag
Erschienen in
Medical & Biological Engineering & Computing / Ausgabe 5/2013
Print ISSN: 0140-0118
Elektronische ISSN: 1741-0444
DOI
https://doi.org/10.1007/s11517-012-1021-6

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