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Erschienen in: Wireless Personal Communications 3/2015

01.12.2015

Resource Allocation in Hospital Networks Based on Green Cognitive Radios

verfasst von: Yicong Liu, Muhammad Iqbal, Muhammad Naeem, Alagan Anpalagan, N. N. Qadri

Erschienen in: Wireless Personal Communications | Ausgabe 3/2015

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Abstract

Pervasive wireless communication and computing can facilitate a variety of e-health applications to communicate patient medical data and information to the doctors/caregivers in an e-Health environment. With the advancement of medical devices and practicing methods the concept of in-cooperating latest communication techniques have taken a new direction by enabling cognitive radio networks in e-Health applications. This paper presents an approach to solve the joint call admission control and power allocation problem in a hospital environment based on green cognitive radio. Specifically, a multi-objective non-convex mixed integer non-linear programming (MINLP) problem of wireless access in an indoor hospital environment is formulated to maximize the number of admitted secondary users and minimize transmit power and carbon dioxide emission. Along with that the throughput requirement of all secondary users and interference constraints for the protected and primary users are also satisfied. In this paper, we invoke outer approximation approach based linearization technique to solve MINLP problem. The proposed method gives guaranteed \(\varepsilon \) convergence to the optimal solution results with reasonable computational complexity. Simulation results verify the effectiveness of the proposed approach method.

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Literatur
1.
Zurück zum Zitat He, Y., Zhu, W., & Guan, L. (2011). Optimal resource allocation for pervasive health monitoring systems with body sensor networks. IEEE Transactions on Mobile Computing, 10(11), 1558–1575.CrossRef He, Y., Zhu, W., & Guan, L. (2011). Optimal resource allocation for pervasive health monitoring systems with body sensor networks. IEEE Transactions on Mobile Computing, 10(11), 1558–1575.CrossRef
2.
Zurück zum Zitat Bisio, I., Lavagetto, F., Marchese, M., & Sciarrone, A. (2014). A smartphone-centric platform for remote health monitoring of heart failure. International Journal of Communication Systems, 28(11), 1753–1771. Bisio, I., Lavagetto, F., Marchese, M., & Sciarrone, A. (2014). A smartphone-centric platform for remote health monitoring of heart failure. International Journal of Communication Systems, 28(11), 1753–1771.
3.
Zurück zum Zitat Alemdar, H., & Ersoy, C. (2010). Wireless sensor networks for healthcare: A survey. Computer Networks, 54(15), 2688–2710.CrossRef Alemdar, H., & Ersoy, C. (2010). Wireless sensor networks for healthcare: A survey. Computer Networks, 54(15), 2688–2710.CrossRef
4.
Zurück zum Zitat Kang, S.-K., Chung, K., & Lee, J.-H. (2014). Real-time tracking and recognition systems for interactive telemedicine health services. Wireless Personal Communications, 79, 2611–2626. Kang, S.-K., Chung, K., & Lee, J.-H. (2014). Real-time tracking and recognition systems for interactive telemedicine health services. Wireless Personal Communications, 79, 2611–2626.
5.
Zurück zum Zitat Ropponen, A., Rimminen, H., & Sepponen, R. (2011). Robust system for indoor localisation and identification for the health care environment. Wireless Personal Communications, 59(1), 57–71.CrossRef Ropponen, A., Rimminen, H., & Sepponen, R. (2011). Robust system for indoor localisation and identification for the health care environment. Wireless Personal Communications, 59(1), 57–71.CrossRef
6.
Zurück zum Zitat Varshney, U. (2007). Pervasive healthcare and wireless health monitoring (Vol. 12). Berlin: Springer. Varshney, U. (2007). Pervasive healthcare and wireless health monitoring (Vol. 12). Berlin: Springer.
7.
Zurück zum Zitat El Khaddar, M., Harroud, H., Boulmalf, M., Elkoutbi, M., & Habbani, A. (2012). Emerging wireless technologies in e-health trends, challenges, and framework design issues. In 2012 international conference on multimedia computing and systems (ICMCS) (pp. 440–445). El Khaddar, M., Harroud, H., Boulmalf, M., Elkoutbi, M., & Habbani, A. (2012). Emerging wireless technologies in e-health trends, challenges, and framework design issues. In 2012 international conference on multimedia computing and systems (ICMCS) (pp. 440–445).
8.
Zurück zum Zitat Kargl, F., Lawrence, E., Fischer, M., & Lim, Y. Y. (2008). Security, privacy and legal issues in pervasive ehealth monitoring systems. In IEEE 7th international conference on mobile business, 2008. ICMB’08 (pp. 296–304). Kargl, F., Lawrence, E., Fischer, M., & Lim, Y. Y. (2008). Security, privacy and legal issues in pervasive ehealth monitoring systems. In IEEE 7th international conference on mobile business, 2008. ICMB’08 (pp. 296–304).
9.
Zurück zum Zitat Kinsella, K. G. & Velkoff, V. A. (2001). An aging world: US Census Bureau 1(1) Kinsella, K. G. & Velkoff, V. A. (2001). An aging world: US Census Bureau 1(1)
10.
Zurück zum Zitat Botella, C., Etchemendy, E., Castilla, D., Baños, R. M., García-Palacios, A., Quero, S., et al. (2009). An e-health system for the elderly (butler project): A pilot study on acceptance and satisfaction. CyberPsychology and Behavior, 12(3), 255–262.CrossRef Botella, C., Etchemendy, E., Castilla, D., Baños, R. M., García-Palacios, A., Quero, S., et al. (2009). An e-health system for the elderly (butler project): A pilot study on acceptance and satisfaction. CyberPsychology and Behavior, 12(3), 255–262.CrossRef
11.
Zurück zum Zitat Meier, C. A., Fitzgerald, M. C., & Smith, J. M. (2013). ehealth: Extending, enhancing, and evolving health care. Annual review of biomedical engineering, 15, 359–382.CrossRef Meier, C. A., Fitzgerald, M. C., & Smith, J. M. (2013). ehealth: Extending, enhancing, and evolving health care. Annual review of biomedical engineering, 15, 359–382.CrossRef
12.
Zurück zum Zitat Helnzlreiter, P., Kranzlmuller, D., & Volkert, J. (2006). New trends in the virtualization of hospitals-tools for global e-health. Medical and Care Compunetics 3, 121, 168. Helnzlreiter, P., Kranzlmuller, D., & Volkert, J. (2006). New trends in the virtualization of hospitals-tools for global e-health. Medical and Care Compunetics 3, 121, 168.
13.
Zurück zum Zitat Lin, C.-F. (2012). Mobile telemedicine: A survey study. Journal of Medical Systems, 36(2), 511–520.CrossRef Lin, C.-F. (2012). Mobile telemedicine: A survey study. Journal of Medical Systems, 36(2), 511–520.CrossRef
14.
Zurück zum Zitat Baskaran, K. (2012). A survey on futuristic health care system: Wbans. Procedia Engineering, 30, 889–896.CrossRef Baskaran, K. (2012). A survey on futuristic health care system: Wbans. Procedia Engineering, 30, 889–896.CrossRef
15.
Zurück zum Zitat Ullah, S., Higgins, H., Shen, B., & Kwak, K. S. (2010). On the implant communication and mac protocols for wban. International Journal of Communication Systems, 23(8), 982–999. Ullah, S., Higgins, H., Shen, B., & Kwak, K. S. (2010). On the implant communication and mac protocols for wban. International Journal of Communication Systems, 23(8), 982–999.
16.
Zurück zum Zitat He, Y., Zhu, W., & Guan, L. (2011). Optimal resource allocation for pervasive health monitoring systems with body sensor networks. IEEE Transactions on Mobile Computing, 10(11), 1558–1575.CrossRef He, Y., Zhu, W., & Guan, L. (2011). Optimal resource allocation for pervasive health monitoring systems with body sensor networks. IEEE Transactions on Mobile Computing, 10(11), 1558–1575.CrossRef
17.
Zurück zum Zitat Lin, D., & Labeau, F. (2012). An algorithm that predicts csi to allocate bandwidth for healthcare monitoring in hospital’s waiting rooms. International Journal of Telemedicine and Applications, 2012, 3.CrossRef Lin, D., & Labeau, F. (2012). An algorithm that predicts csi to allocate bandwidth for healthcare monitoring in hospital’s waiting rooms. International Journal of Telemedicine and Applications, 2012, 3.CrossRef
18.
Zurück zum Zitat Yang, S., Song, W., & Zhong, Z. (2013). Resource allocation for aggregate multimedia and healthcare services over heterogeneous multi-hop wireless networks. Wireless Personal Communications, 69(1), 229–251.CrossRef Yang, S., Song, W., & Zhong, Z. (2013). Resource allocation for aggregate multimedia and healthcare services over heterogeneous multi-hop wireless networks. Wireless Personal Communications, 69(1), 229–251.CrossRef
19.
Zurück zum Zitat Lin, D. & Labeau, F. (2010) A scheme of bandwidth allocation for the transmission of medical data. In conference record of the forty fourth asilomar conference on IEEE signals, systems and computers (ASILOMAR), 2010 (pp. 341–345). Lin, D. & Labeau, F. (2010) A scheme of bandwidth allocation for the transmission of medical data. In conference record of the forty fourth asilomar conference on IEEE signals, systems and computers (ASILOMAR), 2010 (pp. 341–345).
20.
Zurück zum Zitat Barua, M., Alam, M. S., Liang, X., & Shen, X. (2011) Secure and quality of service assurance scheduling scheme for wban with application to ehealth. In IEEE on wireless communications and networking conference (WCNC), 2011 IEEE (pp. 1102–1106). Barua, M., Alam, M. S., Liang, X., & Shen, X. (2011) Secure and quality of service assurance scheduling scheme for wban with application to ehealth. In IEEE on wireless communications and networking conference (WCNC), 2011 IEEE (pp. 1102–1106).
21.
Zurück zum Zitat Paso, T., Makela, J., & Iinatti, J. (2011). Enhancing the ieee 802.15. 4 mac with dynamic gts allocation for medical applications. In 14th International symposium on IEEE wireless personal multimedia communications (WPMC) (pp. 1–5). Paso, T., Makela, J., & Iinatti, J. (2011). Enhancing the ieee 802.15. 4 mac with dynamic gts allocation for medical applications. In 14th International symposium on IEEE wireless personal multimedia communications (WPMC) (pp. 1–5).
22.
Zurück zum Zitat Qiao, L., & Koutsakis, P. (2011). Adaptive bandwidth reservation and scheduling for efficient wireless telemedicine traffic transmission. IEEE Transactions on Vehicular Technology, 60(2), 632–643.CrossRef Qiao, L., & Koutsakis, P. (2011). Adaptive bandwidth reservation and scheduling for efficient wireless telemedicine traffic transmission. IEEE Transactions on Vehicular Technology, 60(2), 632–643.CrossRef
23.
Zurück zum Zitat Wang, L.-H., Chen, T.-Y., Lee, S.-Y., Yang, T.-H., Huang, S.-Y., Wu, J.-H., Lin, K.-H., & Fang, Q. (2012). A wireless ecg acquisition soc for body sensor network. In IEEE on Biomedical circuits and systems conference (BioCAS) (pp. 156–159). Wang, L.-H., Chen, T.-Y., Lee, S.-Y., Yang, T.-H., Huang, S.-Y., Wu, J.-H., Lin, K.-H., & Fang, Q. (2012). A wireless ecg acquisition soc for body sensor network. In IEEE on Biomedical circuits and systems conference (BioCAS) (pp. 156–159).
24.
Zurück zum Zitat Calcagnini, G., Mattei, E., Censi, F., Triventi, M., Sterzo, R. L., Marchetta, E., et al. (2011). Electromagnetic compatibility of wlan adapters with life-supporting medical devices. Health Physics, 100(5), 497–501.CrossRef Calcagnini, G., Mattei, E., Censi, F., Triventi, M., Sterzo, R. L., Marchetta, E., et al. (2011). Electromagnetic compatibility of wlan adapters with life-supporting medical devices. Health Physics, 100(5), 497–501.CrossRef
25.
Zurück zum Zitat Shkolnikov, Y. P., & Bailey, W. H., (2011). Electromagnetic interference and exposure from household wireless networks. In IEEE Symposium on product compliance engineering (PSES), IEEE (pp. 1–5). Shkolnikov, Y. P., & Bailey, W. H., (2011). Electromagnetic interference and exposure from household wireless networks. In IEEE Symposium on product compliance engineering (PSES), IEEE (pp. 1–5).
26.
Zurück zum Zitat Phunchongharn, P., Hossain, E., Niyato, D., & Camorlinga, S. (2010). A cognitive radio system for e-health applications in a hospital environment. Wireless Communications, IEEE, 17(1), 20–28.CrossRef Phunchongharn, P., Hossain, E., Niyato, D., & Camorlinga, S. (2010). A cognitive radio system for e-health applications in a hospital environment. Wireless Communications, IEEE, 17(1), 20–28.CrossRef
27.
Zurück zum Zitat Mahapatro, J., Misra, S., Mahadevappa, M., & Islam, N. (2014). Interference-aware mac scheduling and admission control for multiple mobile wbans used in healthcare monitoring. International Journal of Communication Systems, 28, 1352–1366.CrossRef Mahapatro, J., Misra, S., Mahadevappa, M., & Islam, N. (2014). Interference-aware mac scheduling and admission control for multiple mobile wbans used in healthcare monitoring. International Journal of Communication Systems, 28, 1352–1366.CrossRef
28.
Zurück zum Zitat Elias, J. (2014). Optimal design of energy-efficient and cost-effective wireless body area networks. Ad Hoc Networks, 13, 560–574.CrossRef Elias, J. (2014). Optimal design of energy-efficient and cost-effective wireless body area networks. Ad Hoc Networks, 13, 560–574.CrossRef
29.
Zurück zum Zitat Niyato, D., Hossain, E., & Camorlinga, S. (2009). Remote patient monitoring service using heterogeneous wireless access networks: Architecture and optimization. IEEE Journal on Selected Areas in Communications, 27(4), 412–423.CrossRef Niyato, D., Hossain, E., & Camorlinga, S. (2009). Remote patient monitoring service using heterogeneous wireless access networks: Architecture and optimization. IEEE Journal on Selected Areas in Communications, 27(4), 412–423.CrossRef
30.
Zurück zum Zitat Nahapetian, A., Dabiri, F., & Sarrafzadeh, M. (2006). Energy minimization and reliability for wearable medical applications. In ICPP 2006 workshops, IEEE international conference on parallel processing workshops (p. 8). Nahapetian, A., Dabiri, F., & Sarrafzadeh, M. (2006). Energy minimization and reliability for wearable medical applications. In ICPP 2006 workshops, IEEE international conference on parallel processing workshops (p. 8).
31.
Zurück zum Zitat Lambert, S., Van Heddeghem, W., Vereecken, W., Lannoo, B., Colle, D., & Pickavet, M. (2012). Worldwide electricity consumption of communication networks. Optics Express, 20(26), B513–B524.CrossRef Lambert, S., Van Heddeghem, W., Vereecken, W., Lannoo, B., Colle, D., & Pickavet, M. (2012). Worldwide electricity consumption of communication networks. Optics Express, 20(26), B513–B524.CrossRef
32.
Zurück zum Zitat van der Burg, S., de Jonge, M., Dolstra, E., & Visser, E. (2009) Software deployment in a dynamic cloud: From device to service orientation in a hospital environment. In ICSE workshop on software engineering challenges of cloud computing, CLOUD ’09 (pp. 61–66). van der Burg, S., de Jonge, M., Dolstra, E., & Visser, E. (2009) Software deployment in a dynamic cloud: From device to service orientation in a hospital environment. In ICSE workshop on software engineering challenges of cloud computing, CLOUD ’09 (pp. 61–66).
33.
Zurück zum Zitat Phunchongharn, P., Hossain, E., & Camorlinga, S. (2011). Electromagnetic interference-aware transmission scheduling and power control for dynamic wireless access in hospital environments. IEEE Transactions on Information Technology in Biomedicine, 15(6), 890–899.CrossRef Phunchongharn, P., Hossain, E., & Camorlinga, S. (2011). Electromagnetic interference-aware transmission scheduling and power control for dynamic wireless access in hospital environments. IEEE Transactions on Information Technology in Biomedicine, 15(6), 890–899.CrossRef
34.
Zurück zum Zitat Shah, S., & Robinson, I. (2008). Medical device technologies: Who is the user? Healthcare Technology and Management, 9(2), 181–197.CrossRef Shah, S., & Robinson, I. (2008). Medical device technologies: Who is the user? Healthcare Technology and Management, 9(2), 181–197.CrossRef
35.
Zurück zum Zitat Rappaport, T. (2001). Wireless Communications: Principles and Practice (2nd ed.). Upper Saddle River, NJ, USA: Prentice Hall PTR. Rappaport, T. (2001). Wireless Communications: Principles and Practice (2nd ed.). Upper Saddle River, NJ, USA: Prentice Hall PTR.
36.
Zurück zum Zitat Fletcher, R., & Leyffer, S. (1994). Solving mixed integer nonlinear programs by outer approximation. Mathematical Programming, 66(1–3), 327–349.MathSciNetCrossRefMATH Fletcher, R., & Leyffer, S. (1994). Solving mixed integer nonlinear programs by outer approximation. Mathematical Programming, 66(1–3), 327–349.MathSciNetCrossRefMATH
37.
Zurück zum Zitat Duran, M. A., & Grossmann, I. E. (1986). An outer-approximation algorithm for a class of mixed-integer nonlinear programs. Mathematical Programming, 36(3), 307–339.MathSciNetCrossRefMATH Duran, M. A., & Grossmann, I. E. (1986). An outer-approximation algorithm for a class of mixed-integer nonlinear programs. Mathematical Programming, 36(3), 307–339.MathSciNetCrossRefMATH
Metadaten
Titel
Resource Allocation in Hospital Networks Based on Green Cognitive Radios
verfasst von
Yicong Liu
Muhammad Iqbal
Muhammad Naeem
Alagan Anpalagan
N. N. Qadri
Publikationsdatum
01.12.2015
Verlag
Springer US
Erschienen in
Wireless Personal Communications / Ausgabe 3/2015
Print ISSN: 0929-6212
Elektronische ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-015-2852-x

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