Integrating wireless sensor networks and cyber-physical systems: Challenges and opportunities

Cyber-Physical System Design with Sensor Networking Technologies

Volumn , Issue , 2016, Pages 47-76

  Sanislav, Teodora ^a   Mois, George Dan ^a   Folea, Silviu ^a   Miclea, Liviu ^a  

^a TECHNICAL UNIVERSITY OF CLUJ NAPOCA   (Romania)

Author keywords

Big Data analytics; CPSs; Cyber physical systems; Power consumption; Quality of services; Wireless sensor networks; WSNs

Indexed keywords

BIG DATA; CYBER PHYSICAL SYSTEM; ELECTRIC POWER UTILIZATION; EMBEDDED SYSTEMS; QUALITY OF SERVICE;

CPSS; CYBER PHYSICAL SYSTEMS (CPSS); DATA ANALYTICS; MARKET OPPORTUNITIES; RESEARCH CHALLENGES; TECHNICAL BARRIERS; WIRELESS SENSOR NETWORK (WSNS); WSNS;

WIRELESS SENSOR NETWORKS;

EID: 85014291877     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1049/PBCE096E_ch3     Document Type: Chapter

References (86)

1. W. Wolf. Cyber-physical systems. Computer, 42(3): 88-89, 2009.
2. S. Gao, H. Luo, D. Chen, S. Li, P. Gallinari, Z. Ma and J. Guo. A cross-domain recommendation model for cyber-physical systems. IEEE Transactions on Emerging Topics in Computing, 1(2): 384-393, 2013.
3. M. Broy and A. Schmidt. Challenges in engineering cyber-physical systems. Computer, 47(2): 70-72, 2014.
4. F. Zhao and L. Guibas. Wireless Sensor Networks: An Information Processing Approach. Morgan Kaufmann, San Francisco, CA, USA, 2004.
5. National Instruments, What is a wireless sensor network? Online, 2012. Available from: http://www.ni.com/white-paper/7142/en/ (Accessed 20 May 2014.)
6. J. Al-Karaki J. and A. Kamal. Routing techniques in wireless sensor networks: A survey. IEEE Wireless Communications, 1(6): 6-28, 2004.
7. M. Weiser. The computer for the 21st century. Scientific American Special Issue on Communications, Computers, and Networks, 265(3): 94-104, 1991.
8. R. Yan, H. Sun and Y. Qian. Energy-aware sensor node design with its application in wireless sensor networks. IEEE Transactions on Instrumentation and Measurement, 62(5): 1183-1191, 2013.
9. D. Puccinelli and M. Haenggi. Wireless sensor networks: Applications and challenges of ubiquitous sensing. IEEE Circuits and Systems Magazine, (3): 19-31, 2005.
10. I. F. Akyildiz, W. Su, Y. Sankarasubramaniam and E. Cayirci. Wireless sensor networks: a survey. Computer Networks, 38(4): 393-422, 2002.
11. Y. Zhou, Y. Fang and Y. Zhang. Securing wireless sensor networks: A survey. IEEE Communications Surveys Tutorials, 10(3): 6-28, 2008.
12. M. Lazarescu. Design of a WSN platform for long-term environmental monitoring for IoT applications. IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 3(1): 45-54, 2013.
13. J. L. Hill. System Architecture for Wireless Sensor Networks. PhD dissertation, University of California, Berkeley, 2003.
14. D. Larios, J. Barbancho, G. Rodriguez, J. Sevillano, F. Molina and C. Leon. Energy efficient wireless sensor network communications based on computational intelligent data fusion for environmental monitoring. IET Communications, 6(14): 2189-2197, 2012.
15. Research and Markets. Wireless sensor networks (WSN) 2014-2024: Forecasts, technologies, players Online, 2014. Available from: http://www.researchandmarkets.com/reports/2782659/wireless/s/do5(s)ensor/s/do5(n)etworks/s/do5(w)sn/s/do5(2)0142024 (Accessed 20 May 2014.)
16. A. Fraboulet, G. Chelius and E. Fleury. Worldsens: Development and prototyping tools for application specific wireless sensors networks. In Proceedings of the 6th International Symposium on Information Processing in Sensor Networks (IPSN 2007), pp. 176-185, Cambridge, MA, USA, 2007.
17. J. Hao, B. Zhang and H. Mouftah. Routing protocols for duty cycled wireless sensor networks: A survey. IEEE Communications Magazine, 50(12): 116-112, 2012.
18. Y. Li, H. Yu, B. Su and Y. Shang. Hybrid micropower source for wireless sensor network. IEEE Sensors Journal, 8(6): 678-681, 2008.
19. CPS Steering Group. Cyber-physical systems - executive summary. Online, 2008. Available from: http://varma.ece.cmu.edu/summit (Accessed 20 May 2014.)
20. E. A. Lee and S. A. Seshia. Introduction to embedded systems - a cyber-physical systems approach. UC Berkeley, 2011.
21. M. Lemke. Research on embedded and cyber-physical systems - towards HORIZON 2020. Online 2013. See http://www.indin2013.org/n/wp-content/uploads/2013/05/INDIN-2013-Bochum-LEMKE.pdf (Accessed 21 May 2014.)
22. B. H. Krogh. Cyber Physical Systems: The Need for New Models and Design Paradigms. Carnegie Mellon University, Technical Report, 2008.
23. B. X. Huang. Cyber Physical Systems: A Survey. Technical Report. Online presentation, access via www.archive.org. See http://www.ux.uis.no:80/atc08/smarthome/CPS_A_Survey.pdf (Accessed 20 September 2010.)
24. Z. Liu, D.-S. Yang, D. Wen, W.-M. Zhang and W. Mao. Cyber-physical-social systems for command and control. IEEE Intelligent Systems, 26(4): 92-96, 2011.
25. D. Chen and G. Chang. A survey on security issues of M2M communications in cyber-physical systems. KSII Transactions on Internet & Information Systems, 6(1): 24-45, 2012.
26. S. Barnum, S. Sastry and J. Stankovic. Roundtable: Reliability of embedded and cyber-physical systems. IEEE Security Privacy, 8(5): 27-32, 2010.
27. J. Wan, M. Chen, F. Xia, D. Li and K. Zhou. From machine-to-machine communications towards cyber-physical systems. Computer Science and Information Systems, 10(3): 1105-1128, 2013.
28. T. Sanislav and L. Miclea. An agent-oriented approach for cyber-physical system with dependability features. In Proceedings of the 2012 IEEE International Conference on Automation Quality and Testing Robotics (AQTR), pp. 356-361, Cluj-Napoca, Romania, May 2012.
29. M. Broy, M. V. Cengarle, and E. Geisberger. Cyber-physical systems: Imminent challenges. In R. Calinescu and D. Garlan (eds.), Large-Scale Complex IT Systems. Development, Operation and Management. Lecture Notes in Computer Science Series, pp. 1-28. Springer, Berlin, Heidelberg, 2012.
30. F.-J. Wu, Y.-F. Kao and Y.-C. Tseng. From wireless sensor networks towards cyber physical systems. Pervasive and Mobile Computing, 7(4): 397-413, 2011.
31. W. Merrill. Where is the return on investment in wireless sensor networks? IEEE Wireless Communications, 17(1): 4-6, 2010.
32. C.-Y. Lin, S. Zeadally, T.-S. Chen and C.-Y. Chang. Enabling cyber physical systems with wireless sensor networking technologies. International Journal of Distributed Sensor Networks, 2012: 1-21, 2012.
33. A. Dabholkar and A. Gokhale. An approach to middleware specialization for cyber physical systems. In Proceedings of the 9th IEEE International Conference on Distributed Computing Systems, ICDCS Workshops '09, pp. 73-79, Montreal, Canada, 2009.
34. L. Zhang, J. He and W. Yu. Challenges and Solutions of Cyber-Physical Systems. Online, 2012. Available from: http://onlinepresent.org/proceedings/vo14/s/do5(2)012/8.pdf (Accessed 20 May 2014.)
35. G. Denker, N. Dutt, S. Mehrotra, M.-O. Stehr, C. Talcott and N. Venkatasubramanian. Resilient dependable cyber-physical systems: A middleware perspective. Journal of Internet Services and Applications, 1(1): 41-49, 2010.
36. R. Baheti and H. Gill. Cyber-physical systems. In The Impact of Control Technology. Online, 2011. Available from: www.ieeecss.org (Accessed 20 May 2014.)
37. Steering Committee for Foundations in Innovation for Cyber-Physical Systems. Foundations for Innovation: Strategic R&D Opportunities for 21st Century Cyber-physical Systems. Workshop Report, 2013.
38. IDTechEx. Embedded/Cyber-Physical Systems ARTEMIS Major Challenges: 2014-2020. ARTEMIS Industry Association, Technical Report, Online, 2013. See https://artemis-ia.eu/publication/download/910-sra-addendum (Accessed 15 April 2014.)
39. S. Tozlu, M. Senel, W. Mao and A. Keshavarzian. Wi-Fi enabled sensors for internet of things: A practical approach. IEEE Communications Magazine, 50(6): 134-143, 2012.
40. G. Palem and S. Tozlu. On energy consumption of Wi-Fi access points. In Proceedings of the 2012 IEEE Consumer Communications and Networking Conference (CCNC), pp. 434-438, Las Vegas, NV, USA, 2012.
41. G. Welch. A survey of power management techniques in mobile computing operating systems. Operating Systems Review, 29(4): 47-56, 1995.
42. S. Folea, G. Mois, L. Miclea and D. Ursutiu. Battery lifetime testing using LabVIEW. In Proceedings of the 9th International Conference on Remote Engineering and Virtual Instrumentation (REV), 1-6, Bilbao, Spain, 2012.
43. J. Yick, B. Mukherjee and D. Ghosal. Wireless sensor network survey. Computer Networks, 52(12): 2292-2330, 2008. Online, 2008. Available from: http://www.sciencedirect.com/science/article/pii/S1389128608001254 (Accessed 20 May 2014.)
44. A. Weddell, G. V. Merrett, T. Kazmierski and B. Al-Hashimi. Accurate super-capacitor modeling for energy harvesting wireless sensor nodes. IEEE Transactions on Circuits and Systems II: Express Briefs, 58(12): 911-915, 2011.
45. P. Misra, L. Mottola, S. Raza, S. Duquennoy, N. Tsiftes, J. Höglund and T. Voigt. Supporting cyber-physical systems with wireless sensor networks: An outlook of software and services. Journal of the Indian Institute of Science, 93(3): 441-462, 2013.
46. X. Shi and G. Stromberg. SyncWUF: An ultra low-power MAC protocol for wireless sensor networks. IEEE Transactions on Mobile Computing, 6(1): 115-125, 2007.
47. F. Wang and J. Liu. Networked wireless sensor data collection: Issues, challenges, and approaches. IEEE Communications Surveys Tutorials, 13(4): 673-687, 2011.
48. S. Maheswararajah, S. Halgamuge, K. Dassanayake and D. Chapman. Management of orphaned-nodes in wireless sensor networks for smart irrigation systems. IEEE Transactions on Signal Processing, 59(10): 4909-4922, 2011.
49. P. Suriyachai., U. Roedig and A. Scott. A survey of MAC protocols for mission-critical applications in wireless sensor networks. IEEE Communications Surveys Tutorials, 14(2): 240-264, 2012.
50. W. Ye, J. Heidemann and D. Estrin. An energy-efficient MAC protocol for wireless sensor networks. In Proceedings of the IEEE INFOCOM 2002, 21st Annual Joint Conference of the IEEE Computer and Communications Societies, vol. 3, pp. 1567-1576, 2002.
51. J. Åkerberg, M. Gidlund, T. Lennvall, K. Landerns and M. Bjökman. Design challenges and objectives in industrial wireless sensor networks. In G. P. Hancke (ed.), Industrial Wireless Sensor Networks. CRC Press, Boca Raton, 2013.
52. P. Huang, L. Xiao, S. Soltani, M. Mutka and N. Xi. The evolution of MAC protocols in wireless sensor networks: A survey. IEEE Communications Surveys Tutorials, 15(1): 101-120, 2013.
53. S. Tozlu. Feasibility of Wi-Fi enabled sensors for Internet of Things. In Proceedings of the 7th International Wireless Communications and Mobile Computing Conference (IWCMC), pp. 291-296, Istanbul, Turkey, 2011.
54. T. Sanislav, G. Mois, S. Folea, L. Miclea, G. Gambardella and P. Prinetto. A cloud-based cyber-physical system for environmental monitoring. In Proceedings of the 3rd Mediterranean Conference on Embedded Computing, pp. 15-19, Budva, Montenegro, June 2014.
55. A. Avižienis, J.-C. Laprie and B. Randell. Dependability and its threats: a taxonomy. In R. Jacquart (ed.), Building the Information Society. Springer US, pp. 91-120, Toulouse, France, 2004.
56. S. Bernardi, J. Merseguer and D. Petriu. A UML Profile for Dependability Analysis and Modeling of Software Systems. University of Zaragoza, Spain, Technical Report, rR-08-05, 2008.
57. S. Bernardi, J. Merseguer and D. C. Petriu. Dependability modeling and assessment in UML-based software development. The Scientific World Journal, 2012: 1-11, 2012.
58. A. Bertolino, A. Calabrò, F. D. Giandomenico and N. Nostro. An approach to adaptive dependability assessment in dynamic and evolving connected systems. International Journal of Adaptive, Resilient and Autonomic Systems, 4(1), 1-25, 2013.
59. T. Sanislav and L. Miclea. An ontology-driven dependable water treatment plant CPS. Journal of Computer Science and Control Systems, 6(1): 99-104, 2013.
60. P. Shrestha, M. Hempel, H. Sharif and H.-H. Chen. Modeling latency and reliability of hybrid technology networking. IEEE Sensors Journal, 13(10): 3616-3624, 2013.
61. A. Merentitis, N. Kranitis, A. Paschalis and D. Gizopoulos. Low energy online self-test of embedded processors in dependable WSN nodes. IEEE Transactions on Dependable and Secure Computing, 9(1): 86-100, 2012.
62. K. Islam, W. Shen and X. Wang. Wireless sensor network reliability and security in factory automation: A survey. IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, 42(6): 1243-1256, 2012.
63. Y. Liu, Y. Zhu and L. Ni. A reliability-oriented transmission service in wireless sensor networks. In Proceedings of the IEEE Internatonal Conference on Mobile Adhoc and Sensor Systems (MASS 2007), pp. 1-8, Pisa, Italy, 2007.
64. M. Li, I. Koutsopoulos and R. Poovendran. Optimal jamming attack strategies and network defense policies in wireless sensor networks. IEEE Transactions on Mobile Computing, 9(8): 1119-1133, 2010.
65. K. Lu, Y. Qian, M. Guizani and H.-H. Chen. A framework for a distributed key management scheme in heterogeneous wireless sensor networks. IEEE Transactions on Wireless Communications, 7(2): 639-647, 2008.
66. D. He, J. Bu, S. Zhu, S. Chan and C. Chen. Distributed access control with privacy support in wireless sensor networks. IEEE Transactions on Wireless Communications, 10(10): 3472-3481, 2011.
67. F. Xia, L. Ma, J. Dong and Y. Sun. Network QoS management in cyber-physical systems. In Proceedings of the International Conference on Embedded Software and Systems Symposia (ICESS Symposia '08), pp. 302-307, Sichuan, China, 2008.
68. A. Ganek and T. A. Corbi. The dawning of the autonomic computing era. IBM Systems Journal, 42(1): 5-18, 2003.
69. M. M. Alam, M. A. Razzaque, M. Mamun-Or-Rashid and C. S. Hong. Energy-aware QoS provisioning for wireless sensor networks: Analysis and protocol. Journal of Communications and Networks, 11(4): 390-405, 2009.
70. T. Dillon, V. Potdar, J. Singh J and A. Talevski. Cyber-physical systems: Providing quality of service (QoS) in a heterogeneous systems-of-systems environment. In Proceedings of the 5th IEEE International Conference on Digital Ecosystems and Technologies Conference (DEST), pp. 330-335, Daejeon, South Korea, 2011.
71. T. S. Dillon, H. Zhuge, C. Wu, J. Singh and E. Chang. Web-of-things framework for cyber-physical systems. Concurrency and Computation: Practice and Experience, 23(9): 905-923, 2011.
72. J. Liu and L. Zhang. QoS modeling for cyber-physical systems using aspect-oriented approach. In Proceedings of the 2nd International Conference on Networking and Distributed Computing (ICNDC), pp. 154-158, Beijing, China, 2011.
73. W. Tan, M. Blake, I. Saleh I and S. Dustdar. Social-network-sourced big data analytics. IEEE Internet Computing, 17(5): 62-69, 2013.
74. R. L. Villars, C. W. Olofson and M. Eastwood. Big Data: What It Is and Why You Should Care. White Paper, June 2011.
75. H. Hu, Y. Wen, T.-S. Chua and X. Li. Toward scalable systems for big data analytics: A technology tutorial. IEEE Access, 2: 652-687, 2014.
76. H. V. Jagadish, J. Gehrke, A. Labrinidis, Y. Papakonstantinou, J. M. Patel, R. Ramakrishnan and C. Shahabi. Big data and its technical challenges. Communications of the ACM, 57(7): 86-94, 2014.
77. A. Mahapatro and P. Khilar. Fault diagnosis in wireless sensor networks: A survey. IEEE Communications Surveys Tutorials, 15(4): 2000-2026, 2013.
78. M. Healy, T. Newe and E. Lewis. Wireless sensor node hardware: A review. In Proceedings of IEEE Sensors 2008, pp. 621-624, Lecce, Italy, 2008.
79. Executive Roundtable on Cyber-Physical Systems. Foundations for Innovation: Strategic Vision and Business Drivers for 21st Century Cyber-physical Systems. Executive Roundtable on Cyber-Physical Systems, Workshop Report, Report of the Executive Roundtable on Cyber-Physical Systems, online 2013. See http://www.nist.gov/el/upload/Exec-Roundtable-SumReport-Final-1-30-13.pdf (Accessed 18 May 2014.)
80. PCAST 2012 (USA). Report to the President on Capturing Domestic Competitive Advantage in Advanced Manufacturing. Executive Office of the President, President’s Council of Advisors on Science and Technology (PCAST). Technical Report, 2012. Available from: http://www.whitehouse.gov/sites/default/files/microsites/ostp/pcast/s/do5(a)mp/s/do5(s)teering/s/do5(c)ommittee/s/do5(r)eport/s/do5(f)inal/s/do5(j)uly/s/do5(2)7/s/do5(2)012.pdf (Accessed 20 May 2014.)
81. PCAST 2011 (USA). Foundations for Innovation: Strategic Vision and Business Drivers for 21st Century Cyber-physical Systems. Executive Office of the President. Technical Report 2011. Available from: http://www.whitehouse.gov/sites/default/files/microsites/ostp/pcast-advancedmanufacturing-june2011.pdf (Accessed 20 May 2014.)
82. PCAST 2010 (USA). Designing a Digital Future: Federally Funded Research and Development in Networking and Information Technology. Executive Office of the President. Technical Report, 2010. Available from: http://www.whitehouse.gov/sites/default/files/microsites/ostp/pcast-nitrd-report-2010.pdf (Accessed 20 May 2014.)
83. EU 2012. The ARTEMIS Embedded Computing. Online, 2012. Available from: http://www.artemis-ju.eu/ (Accessed 20 May 2014.)
84. Horizon 2013. Online, 2013. Available from: http://ec.europa.eu/research/participants/portal/desktop/en/opportunities/h2020/topics/78-ict-01-2014.html (Accessed 20 May 2014.)
85. IDTechEx. Wireless Sensor Networks (WSN) 2014-2024: Forecasts, Technologies, Players. IDTechEx, Technical Report, March 2014.
86. S. K. Das. Cyber-physical and networked sensor systems: Challenges and opportunities. In Proceedings of the 1st International Conference on Wireless Technologies for Humanitarian Relief, p. 9, 2011 Amritapuri, India. Online, 2011. See http://doi.acm.org/10.1145/2185216.2185226 (Accessed 20 May 2014.)