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Energy Efficiency in Wireless Multimedia Sensor Networking: Architecture, Management and Security

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Greening Video Distribution Networks

Abstract

Wireless multimedia sensor network (WMSN) is a recently emerged concept of interconnected devices that are able to capture and deliver multimedia content. In contrast to traditional wireless sensor networks (WSN), the provided content may include video and audio streams and still images in addition to traditional scalar data such as temperature, humidity or light intensity. One of the core requirements for WSNs is energy efficiency: for maintenance reasons, the battery life must be long enough to provide feasible maintenance interval, rather months or years than days or weeks. The requirement is elaborated in WMSNs where video and audio capturing nodes inherently consume more energy than traditional scalar sensor nodes while the battery life requirements remain high. However, current technology base of video and audio surveillance does not enable sufficient energy-saving features to support ultra-low-energy multimedia sensor networking. In this chapter, we present a set of optimization methods to make WMSNs more energy efficient. The methods include energy-efficient hardware architectures combined with energy-optimized network topology management, lightweight virtualization and lightweight security solutions. The optimization methods are evaluated using real-life prototype implementations. The results provide an insight into effective methods for implementing energy-efficient WMSN.

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References

  1. Porambage P, Schmitt C, Kumar P, Gurtov A, Ylianttila M (2014) PAuthKey: a pervasive authentication protocol and key establishment scheme for wireless sensor networks in distributed IoT applications. Int J Distrib Sens Netw 10(7)

    Google Scholar 

  2. Akyildiz IF, Melodia T, Chowdhury KR (2007) A survey on wireless multimedia sensor networks. Comput Netw 51(4):921–960

    Article  Google Scholar 

  3. Aasha Nandhini S, Radha S, Kishore R (2017) Efficient compressed sensing based object detection system for video surveillance application in WMSN. Multimed Tools Appl 60(C):175–192

    Google Scholar 

  4. Margi CB, Petkov V, Obraczka K, Manduchi R (2006) Characterizing energy consumption in a visual sensor network testbed. In: 2nd international conference Testbeds and research infrastructures for the development of networks and communities, Barcelona, Spain, 1–3 March 2006

    Google Scholar 

  5. Garcia-Sanchez AJ, Garcia-Sanchez F, Garcia-Haro J (2011) Wireless sensor network deployment for integrating video-surveillance and data-monitoring in precision agriculture over distributed crops. Comput Electron Agric 75(2):288–303

    Article  Google Scholar 

  6. Misra S, Mali G, Mondal A (2015) Distributed topology management for wireless multimedia sensor networks: exploiting connectivity and cooperation. Int J Commun Syst 28(7):1367–1386

    Article  Google Scholar 

  7. Hossain M, Ahmed D (2012) Virtual Caregiver: an ambient-aware elderly monitoring system. IEEE Trans Inf Technol Biomed 16(6):1024–1031

    Article  Google Scholar 

  8. Al-Fuqaha A, Guizani M, Mohammadi M, Aledhari M, Ayyash M (2015) Internet of Things: a survey on enabling technologies, protocols, and applications. IEEE Commun Surv Tutor 17(4):2347–2376

    Article  Google Scholar 

  9. Prabhu B, Gajendran E (2016) An investigation on remote controlled tank using sensors for defense applications. Int J Innov Sci Eng 3:6p

    Google Scholar 

  10. CISCO (2017) Cisco Visual Networking Index: VNI Forecast 2021. https://www.cisco.com/c/en/us/solutions/service-provider/visual-networking-index-vni/index.html?dtid=osscdc000283

  11. Chiasserini CF, Magli E (2012) Energy consumption and image quality in wireless video-surveillance networks. In: 13th IEEE international symposium on personal, indoor and mobile radio communications, Lisbon, Portugal, 15–18 September 2002

    Google Scholar 

  12. Yang M, Wang D, Bourbakis N (2013) Optimization of power allocation in multimedia wireless sensor networks. Int J Monit Surveill Technol Res 1(1):13

    Google Scholar 

  13. Zhang Y, Shakhsheer Y, Barth A, Powell HC, Ridenour SA, Hanson MA, Lach J, Calhoun BH (2011) Energy efficient design for body sensor nodes. Low Power Electron Appl 1(1):109–130

    Article  Google Scholar 

  14. Harjula E (2016) Energy-efficient peer-to-peer networking for constrained-capacity mobile environments. Doctoral dissertation, University of Oulu, Acta Universitatis Ouluensis

    Google Scholar 

  15. Rault T, Bouabdallah A, Challal Y (2014) energy efficiency in wireless sensor networks: a top-down survey. Comput Netw 67:104–122

    Article  Google Scholar 

  16. Bhatt R, Datta R (2016) A two-tier strategy for priority based critical event surveillance with wireless multimedia sensors. Wirel Netw 22(1):267–284

    Article  Google Scholar 

  17. Morabito R (2017) Virtualization on internet of things edge devices with container technologies: a performance evaluation. IEEE Access 5:8835–8850

    Article  Google Scholar 

  18. Celesti D, Mulfari M, Fazio M, Villari M, Puliafito A (2016) Exploring container virtualization in IoT clouds. In: IEEE international conference on smart computing, St. Louis, MO, USA, 18–20 May 2017

    Google Scholar 

  19. Roman R, Najera P, Lopez J (2011) Securing the internet of things. Computer 44(9):51–58

    Article  Google Scholar 

  20. Keoh SL, Kumar S, Tschofenig H (2014) Securing The Internet of Things: a standardization perspective. IEEE Internet of Things J 1(3):265–275

    Article  Google Scholar 

  21. Sicari S, Rizzardi A, Grieco LA, Coen-Porisini A (2015) Security, Privacy and Trust in Internet of Things: The Road Ahead. Comput Netw 76:146–164

    Article  Google Scholar 

  22. Walters JP, Liang Z, Shi W, Chaudhary V (2007) Wireless sensor network security: a survey. In: Security in distributed, grid, mobile, and pervasive computing, vol 1, p 367

    Google Scholar 

  23. Brachmann M, Keoh SL, Morchon O, Kumar S (2012) End-to-End Transport Security in the IP-based Internet of Things. In: 21st international conference on computer communications and networks, Munich, Germany, 30 July–2 August 2012

    Google Scholar 

  24. Porambage P, Heikkinen A, Harjula E, Gurtov A, Ylianttila M (2016) Quantitative power consumption analysis of a multi-tier wireless multimedia sensor network. In: 22th European wireless conference, Oulu, Finland, 18–20 May 2016

    Google Scholar 

  25. Tavli B, Bicakci K, Zilan R, Barcelo-Ordinas JM (2012) A survey of visual sensor network platforms. Multimed Tools Appl 60(3):689–726

    Article  Google Scholar 

  26. Rahimi M, Baer R, Iroezi OI, Garcia JC, Warrior J, Estrin D, Srivastava M (2005) Cyclops: in Situ image sensing and interpretation in wireless sensor networks. In: 3rd international conference on embedded networked sensor systems, San Diego, CA, USA, 2–4 November 2005

    Google Scholar 

  27. Hengstler S, Prashanth D, Fong S, Aghajan H (2007) MeshEye: a hybrid-resolution smart camera mote for applications in distributed intelligent surveillance. In: 6th international conference on information processing in sensor networks, Cambridge, MA, USA, 25–27 April 2007

    Google Scholar 

  28. Feng WC, Kaiser E, Feng WC, Baillif ML (2005) Panoptes: scalable low-power video sensor networking technologies. ACM Trans Multimed Comput Commun Appl 1(2):151–167

    Article  Google Scholar 

  29. Mekonnen T, Harjula E, Koskela T, Ylianttila M (2017) sleepyCAM: power management mechanism for wireless video-surveillance cameras. In: Workshops in IEEE international conference on communications, Paris, France, 21–25 May 2017

    Google Scholar 

  30. Mekonnen T, Harjula E, Heikkinen A, Koskela T, Ylianttila M (2017) Energy efficient event driven video streaming surveillance using sleepyCAM. In: 17th IEEE international conference on computer and information technology, Helsinki, Finland, 21–23 August 2017

    Google Scholar 

  31. Jelicic V, Magno M, Brunelli D, Bilas V, Benini L (2014) Benefits of wake-up radio in energy-efficient multimodal surveillance wireless sensor network. IEEE Sens J 14(9):3210–3220

    Article  Google Scholar 

  32. Kulkarni P, Ganesan D, Shenoy P, Lu Q (2005) SensEye: a multi-tier camera sensor network. In: 13th annual ACM international conference on Multimedia, Singapore, 6–12 November 2005

    Google Scholar 

  33. Lee JJ, Krishnamachari B, Kuo CC (2004) Impact of heterogeneous deployment on lifetime sensing coverage in sensor networks. In: 1st IEEE communications society conference on sensor and Ad Hoc communications and networks, Santa Clara, CA, USA, 4–7 October 2004

    Google Scholar 

  34. He T, Krishnamurthy S, Luo L, Yan T, Gu L, Stoleru R, Ab-delzaher TF (2006) VigilNet: an integrated sensor network system for energy-efficient surveillance. ACM Trans Sens Netw 2(1):1–38

    Article  Google Scholar 

  35. Mekonnen T, Porambage P, Harjula E, Ylianttila M (2017) Energy consumption analysis of high quality multi-tier wireless multimedia sensor network. IEEE Access 5:15848–15858

    Article  Google Scholar 

  36. Kjällman J, Komu M, Kauppinen T (2016) Power aware media delivery platform based on containers. In: 19th international ICIN conference—innovations in clouds, internet and networks, Paris, France, 1–3 March 2016

    Google Scholar 

  37. Roman R, Alcaraz C, Lopez J, Sklavos N (2011) Key management systems for sensor networks in the context of the Internet of Things. Comput Electron Eng 37(2):147–159

    Article  Google Scholar 

  38. Zhang Y, Li X, Yang J, Liu Y, Xiong N Vasilakos AV (2013) A real-time dynamic key management for hierarchical wireless multimedia sensor network. Multimed Tools Appl 67(1):97–117

    Google Scholar 

  39. Winkler T. Rinner B (2014) security and privacy protection in visual sensor networks: a survey. ACM Comput Surv 47(1):2:1–2:42

    Google Scholar 

  40. Porambage P, Braeken A, Kumar P, Gurtov A, Ylianttila M (2017) CHIP: collaborative host identity protocol with efficient key establishment for constrained devices in internet of things. Wirel Pers Commun 96(1):421–440

    Article  Google Scholar 

  41. Host Identity Protocol (HIP) (2008) RFC 5201, IETF, 2008

    Google Scholar 

  42. Moskowitz R, Hummen R (2016) HIP Diet EXchange (DEX), Expired Internet-Draft (individual). https://datatracker.ietf.org/doc/draft-moskowitz-hip-dex/

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Acknowledgements

This work was supported by TEKES and by the European Celtic-Plus Project CONVINcE, which was partially funded by Finland, France, Sweden and Turkey.

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Correspondence to Erkki Harjula .

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Harjula, E. et al. (2018). Energy Efficiency in Wireless Multimedia Sensor Networking: Architecture, Management and Security. In: Popescu, A. (eds) Greening Video Distribution Networks. Computer Communications and Networks. Springer, Cham. https://doi.org/10.1007/978-3-319-71718-0_7

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  • DOI: https://doi.org/10.1007/978-3-319-71718-0_7

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