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Published in: Journal of Medical Systems 12/2015

01-12-2015 | Systems-Level Quality Improvement

A Fatigue Measuring Protocol for Wireless Body Area Sensor Networks

Authors: Sana Akram, Nadeem Javaid, Ashfaq Ahmad, Zahoor Ali Khan, Muhammad Imran, Mohsen Guizani, Amir Hayat, Manzoor Ilahi

Published in: Journal of Medical Systems | Issue 12/2015

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Abstract

As players and soldiers preform strenuous exercises and do difficult and tiring duties, they are usually the common victims of muscular fatigue. Keeping this in mind, we propose FAtigue MEasurement (FAME) protocol for soccer players and soldiers using in-vivo sensors for Wireless Body Area Sensor Networks (WBASNs). In FAME, we introduce a composite parameter for fatigue measurement by setting a threshold level for each sensor. Whenever, any sensed data exceeds its threshold level, the players or soldiers are declared to be in a state of fatigue. Moreover, we use a vibration pad for the relaxation of fatigued muscles, and then utilize the vibrational energy by means of vibration detection circuit to recharge the in-vivo sensors. The induction circuit achieves about 68 % link efficiency. Simulation results show better performance of the proposed FAME protocol, in the chosen scenarios, as compared to an existing Wireless Soccer Team Monitoring (WSTM) protocol in terms of the selected metrics.
Literature
2.
go back to reference Garcia, M, Catala, A, Lloret, J, Rodrigues, J J: A wireless sensor network for soccer team monitoring. In: Distributed Computing in Sensor Systems and Workshops (DCOSS), 2011 International Conference on, pp. 1–6, IEEE (2011) Garcia, M, Catala, A, Lloret, J, Rodrigues, J J: A wireless sensor network for soccer team monitoring. In: Distributed Computing in Sensor Systems and Workshops (DCOSS), 2011 International Conference on, pp. 1–6, IEEE (2011)
3.
go back to reference OSullivan, T, Munro, E A, Parashurama, N, Conca, C, Gambhir, S S, Harris, J S, Levi, O, Implantable semiconductor biosensor for continuous in vivo sensing of far-red fluorescent molecules. Opt. Express 18 (12):12513–12525, 2010.CrossRef OSullivan, T, Munro, E A, Parashurama, N, Conca, C, Gambhir, S S, Harris, J S, Levi, O, Implantable semiconductor biosensor for continuous in vivo sensing of far-red fluorescent molecules. Opt. Express 18 (12):12513–12525, 2010.CrossRef
4.
go back to reference Akram, S, Javaid, N, Tauqir, A, Rao, A, Mohammad, S: The-fame: Threshold based energy-efficient fatigue measurement for wireless body area sensor networks using multiple sinks. In: Broadband and Wireless Computing, Communication and Applications (BWCCA), 2013 Eighth International Conference on, pp. 214–220, IEEE (2013) Akram, S, Javaid, N, Tauqir, A, Rao, A, Mohammad, S: The-fame: Threshold based energy-efficient fatigue measurement for wireless body area sensor networks using multiple sinks. In: Broadband and Wireless Computing, Communication and Applications (BWCCA), 2013 Eighth International Conference on, pp. 214–220, IEEE (2013)
5.
go back to reference Zhang, M, and Sawchuk, A, Human daily activity recognition with sparse representation using wearable sensors. IEEE Trans. Inf. Technol. Biomed. 17(3):553–560, 2013. Zhang, M, and Sawchuk, A, Human daily activity recognition with sparse representation using wearable sensors. IEEE Trans. Inf. Technol. Biomed. 17(3):553–560, 2013.
6.
go back to reference Kifayat, K, Fergus, P, Cooper, S, Merabti, M: Body area networks for movement analysis in physiotherapy treatments. In: Advanced Information Networking and Applications Workshops (WAINA), 2010 IEEE 24th International Conference on, pp. 866–872, IEEE (2010) Kifayat, K, Fergus, P, Cooper, S, Merabti, M: Body area networks for movement analysis in physiotherapy treatments. In: Advanced Information Networking and Applications Workshops (WAINA), 2010 IEEE 24th International Conference on, pp. 866–872, IEEE (2010)
7.
go back to reference Rashidi, P, and Mihailidis, A, A survey on ambient assisted living tools for older adults. IEEE Trans. Inf. Technol. Biomed. 17(3):579–590, 2013. Rashidi, P, and Mihailidis, A, A survey on ambient assisted living tools for older adults. IEEE Trans. Inf. Technol. Biomed. 17(3):579–590, 2013.
8.
go back to reference Javaid, N, Abbas, Z, Farid, M S, Khan, Z A, Alrajeh, N: M-attempt: A new energy-efficient routing protocol in wireless body area sensor networks. In: 4th International Conference on Ambient Systems, Networks and Technologies (ANT 2013) (2013) Javaid, N, Abbas, Z, Farid, M S, Khan, Z A, Alrajeh, N: M-attempt: A new energy-efficient routing protocol in wireless body area sensor networks. In: 4th International Conference on Ambient Systems, Networks and Technologies (ANT 2013) (2013)
9.
go back to reference He, D, Chen, C, Chan, S, Bu, J, Zhang, P, ”Secure and lightweight network admission and transmission protocol for body sensor networks. IEEE Trans. Inf. Technol. Biomed. 17(3):664–674, 2011. He, D, Chen, C, Chan, S, Bu, J, Zhang, P, ”Secure and lightweight network admission and transmission protocol for body sensor networks. IEEE Trans. Inf. Technol. Biomed. 17(3):664–674, 2011.
10.
go back to reference Lo, G, Gonzalez, S, Leung, V, Wireless body area network node localization using small-scale spatial information. IEEE Trans. Inf. Technol. Biomed. 17(3):715–726, 2012. Lo, G, Gonzalez, S, Leung, V, Wireless body area network node localization using small-scale spatial information. IEEE Trans. Inf. Technol. Biomed. 17(3):715–726, 2012.
11.
go back to reference Dhamdhere, A, Chen, H, Kurusingal, A, Sivaraman, V, Burdett, A: Experiments with wireless sensor networks for real-time athlete monitoring. In: Local Computer Networks (LCN), 2010 IEEE 35th Conference on, pp. 938–945, IEEE (2010) Dhamdhere, A, Chen, H, Kurusingal, A, Sivaraman, V, Burdett, A: Experiments with wireless sensor networks for real-time athlete monitoring. In: Local Computer Networks (LCN), 2010 IEEE 35th Conference on, pp. 938–945, IEEE (2010)
12.
go back to reference De Nardis, L, Domenicali, D, Di Benedetto, M: Mobility model for body area networks of soccer players. In: in Wireless Technology Conference (EuWIT), 2010 European, pp. 65–68, IEEE (2010) De Nardis, L, Domenicali, D, Di Benedetto, M: Mobility model for body area networks of soccer players. In: in Wireless Technology Conference (EuWIT), 2010 European, pp. 65–68, IEEE (2010)
13.
go back to reference Kuroda, T, Sasaki, H, Suenaga, T, Masuda, Y, Yasumuro, Y, Hori, K, Ohboshi, N, Takemura, T, Chihara, K, Yoshihara, H, Embedded ubiquitous services on hospital information systems. IEEE Trans. Inf. Technol. Biomed. 17 (3):1216–1223, 2012.CrossRef Kuroda, T, Sasaki, H, Suenaga, T, Masuda, Y, Yasumuro, Y, Hori, K, Ohboshi, N, Takemura, T, Chihara, K, Yoshihara, H, Embedded ubiquitous services on hospital information systems. IEEE Trans. Inf. Technol. Biomed. 17 (3):1216–1223, 2012.CrossRef
14.
go back to reference Chen, S-K, Kao, T, Chan, C-T, Huang, C-N, Chiang, C-Y, Lai, C-Y, Tung, T-H, Wang, P-C, A reliable transmission protocol for zigbee-based wireless patient monitoring. IEEE Trans. Inf. Technol. Biomed. 16 (1):6–16, 2012.CrossRefPubMed Chen, S-K, Kao, T, Chan, C-T, Huang, C-N, Chiang, C-Y, Lai, C-Y, Tung, T-H, Wang, P-C, A reliable transmission protocol for zigbee-based wireless patient monitoring. IEEE Trans. Inf. Technol. Biomed. 16 (1):6–16, 2012.CrossRefPubMed
15.
go back to reference Rahim, A, Javaid, N, Aslam, M, Qasim, U, Khan, Z: Adaptive-reliable medium access control protocol for wireless body area networks. In: Sensor, Mesh and Ad Hoc Communications and Networks (SECON), 2012 9th Annual IEEE Communications Society Conference on, pp. 56–58, IEEE (2012) Rahim, A, Javaid, N, Aslam, M, Qasim, U, Khan, Z: Adaptive-reliable medium access control protocol for wireless body area networks. In: Sensor, Mesh and Ad Hoc Communications and Networks (SECON), 2012 9th Annual IEEE Communications Society Conference on, pp. 56–58, IEEE (2012)
16.
go back to reference Javaid, N, Hayat, S, Shakir, M, Khan, M, Bouk, S, Khan, Z, Energy efficient mac protocols in wireless body area sensor networks-a survey. J. Basic Appl. Sci. Res. 2013 3(4):770–781, 2013. Javaid, N, Hayat, S, Shakir, M, Khan, M, Bouk, S, Khan, Z, Energy efficient mac protocols in wireless body area sensor networks-a survey. J. Basic Appl. Sci. Res. 2013 3(4):770–781, 2013.
17.
go back to reference Zulkifli, N, Harun, F C, Azahar, N: Xbee wireless sensor networks for heart rate monitoring in sport training. In: Biomedical Engineering (ICoBE), 2012 International Conference on, pp. 441–444, IEEE (2012) Zulkifli, N, Harun, F C, Azahar, N: Xbee wireless sensor networks for heart rate monitoring in sport training. In: Biomedical Engineering (ICoBE), 2012 International Conference on, pp. 441–444, IEEE (2012)
18.
go back to reference Lerer, S J, Tieniber, E B, Smith, J M, Building a wireless ice hockey personnel management system. Philadelphia, PA: Senior Design Project, 2010. Lerer, S J, Tieniber, E B, Smith, J M, Building a wireless ice hockey personnel management system. Philadelphia, PA: Senior Design Project, 2010.
19.
go back to reference Hmida, G B, Ghariani, H, Samet, M, Design of wireless power and data transmission circuits for implantable biomicrosystem. Biotechnology 6(2):153–164, 2007.CrossRef Hmida, G B, Ghariani, H, Samet, M, Design of wireless power and data transmission circuits for implantable biomicrosystem. Biotechnology 6(2):153–164, 2007.CrossRef
20.
go back to reference Chaoui, M, Ghariani, H, Lahiani, M, Perdriau, R, Ramdani, M, Sellami, F: Electrical modeling of inductive links for high-efficiency energy transmission. In: Electronics, Circuits and Systems, 2005. ICECS 2005. 12th IEEE International Conference on, pp. 1–4, IEEE (2005) Chaoui, M, Ghariani, H, Lahiani, M, Perdriau, R, Ramdani, M, Sellami, F: Electrical modeling of inductive links for high-efficiency energy transmission. In: Electronics, Circuits and Systems, 2005. ICECS 2005. 12th IEEE International Conference on, pp. 1–4, IEEE (2005)
21.
go back to reference Ali, H, Ahmad, T J, Khan, S A: Inductive link design for medical implants. In: Industrial Electronics & Applications, 2009. ISIEA 2009. IEEE Symposium on, vol. 2, pp. 694–699, IEEE (2009) Ali, H, Ahmad, T J, Khan, S A: Inductive link design for medical implants. In: Industrial Electronics & Applications, 2009. ISIEA 2009. IEEE Symposium on, vol. 2, pp. 694–699, IEEE (2009)
28.
go back to reference Scalise, L, Non contact heart monitoring: INTECH Open Access Publisher, 2012. Scalise, L, Non contact heart monitoring: INTECH Open Access Publisher, 2012.
Metadata
Title
A Fatigue Measuring Protocol for Wireless Body Area Sensor Networks
Authors
Sana Akram
Nadeem Javaid
Ashfaq Ahmad
Zahoor Ali Khan
Muhammad Imran
Mohsen Guizani
Amir Hayat
Manzoor Ilahi
Publication date
01-12-2015
Publisher
Springer US
Published in
Journal of Medical Systems / Issue 12/2015
Print ISSN: 0148-5598
Electronic ISSN: 1573-689X
DOI
https://doi.org/10.1007/s10916-015-0338-8

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