Enabling technologies for green internet of things

IEEE Systems Journal

Volumn 11, Issue 2, 2017, Pages 983-994

  Shaikh, Faisal Karim ^a,b   Zeadally, Sherali ^c   Exposito, Ernesto ^d  

^a MEHRAN UNIVERSITY OF ENGINEERING AND TECHNOLOGY   (Pakistan)

^b UMM AL QURA UNIVERSITY   (Saudi Arabia)

^c UNIVERSITY OF KENTUCKY   (United States)

^d UNIVERSITÉ DE TOULOUSE   (France)

Author keywords

Cloud computing; green Internet of Things (IoT); machine to machine (M2M); near field communication (NFC); radio frequency identification (RFID); wireless sensor networks (WSNs)

Indexed keywords

CARBON; CARBON FOOTPRINT; CLOUD COMPUTING; DISTRIBUTED COMPUTER SYSTEMS; ENERGY EFFICIENCY; GREEN COMPUTING; NEAR FIELD COMMUNICATION; RADIO FREQUENCY IDENTIFICATION (RFID); WIRELESS SENSOR NETWORKS;

ENABLING TECHNOLOGIES; GREEN INTERNETS; INTERNET OF THING (IOT); IOT APPLICATIONS; MACHINE-TO-MACHINE (M2M); TECHNOLOGICAL ADVANCES; THE NEAR FIELD COMMUNICATION (NFC); WIRELESS SENSOR NETWORK (WSNS);

INTERNET OF THINGS;

EID: 85027438904     PISSN: 19328184     EISSN: 19379234     Source Type: Journal    
DOI: 10.1109/JSYST.2015.2415194     Document Type: Article

References (128)

1. H. S. Dunn, "The carbon footprint of ICTS, " Global Inf. Soc. Watch, Univ. West Indies, Kingston, Jamaica, 2010.
2. H. Nannan, "Green ICT applications and development, " in Proc. ITU/MIIT Seminar ICT Enabler Creative Green Economy, 2011, pp. 1-23.
3. S. Murugesan, "Harnessing green IT: Principles and practices, " IEEE IT Prof, vol. 10, no. 1, pp 24-33, Jan./Feb. 2008.
4. D. Giusto, A. Lera, G. Morabito, and L. Atzori, Eds.The Internet of Things. New York, NY, USA: Springer-Verlag, 2010.
5. "Six technologies potential impacts on US interests 2025, " Nat. Intell. Council, Washington, DC, USA, Conf. Rep., 2008.
6. M. Weiser, "The computer for the 21st century, " Sci. Amer, vol. 265, no. 3, pp. 94-104, 1991.
7. N. Gershenfeld, When Things Start to Think. London, U. K.:Macmillan, 1999.
8. O. Vermesan, et al., EU IoT Strategic Research Agenda 2012, In The Internet of Things 2012-New Horizons. Halifax, U. K.: European Research Cluster, ch. 2, 2012.
9. G. Santucci, and S. Lange, Internet of Things in 2020, 2008.
10. Auto-id Labs, Accessed Feb. 23, 2014. [Online]. Available: www. autoidlabs.org/
11. CASAGRAS2, Accessed Jan. 2, 2014. [Online]. Available: www.iotcasagras. org/
12. IPSO- A, Accessed Feb. 1, 2014. [Online]. Available: www.ipso- Alliance. org
13. N. Gershenfeld, R. Krikorian, and D. Cohen, "The Internet of Things, " Sci. Amer, vol. 291, no. 4, pp. 76-81, 2004.
14. J. Hui, D. Culler, and S. Chakrabarti, "6LoWPAN: Incorporating 802.15.4 into the IPSO, " 2009.
15. IoT- A: Architectural Ref. Model for the IoT. [Online]. Available: www. iot- A.eu/arm
16. L. Atzori, et al., "The internet of Things: A survey, " Comput. Netw, vol. 54, no. 15, pp. 2787-2805, Oct. 2010.
17. T. S. López, et al., "Adding sense to the IOT- An architecture framework for smart object systems, " Pers. Ubiquitous Comput, vol. 16, no. 3, pp. 291-308, Mar. 2012.
18. L. Srivastava, "Pervasive, ambient, ubiquitous: The magic of radio, " in Proc. FRIT, 2006, pp. 1-19.
19. K. Finkenzeller, Ed. RFID Handbook. Hoboken, NJ, USA: Wiley, 2003.
20. A. Jules, "RFID security and privacy: A research survey, " IEEE J. Sel. Areas Commun, vol. 24, no. 2, pp. 381-394, Feb. 2006.
21. H. Aubert, "A survey of RFID deployment and security issues, " J. Inf. Process. Syst, vol. 7, no. 4, pp. 561-580, Dec. 2011.
22. M. Mowry, A Survey of RFID in the Medical Industry With Emphasis on Applications to Surgery and Surgical Devices, 2008.
23. H. Aubert, "RFID technology for human implant devices, " Comptes Rendus Physique, vol. 12, no. 7, pp. 675-683, Sep. 2011.
24. Y. Amin, "Printable green RFID antennas for embedded sensors, " Ph.D. dissertation, KTH School Inf. Commun. Technol., Kista, Sweden, 2013.
25. C. Aggarwal, and J. Han, Eds. "A survey of RFID data processing, " in Managing and Mining Sensor Data. New York, NY, USA: Springer-Verlag, 2013, ch. 11, pp. 349-382.
26. M. Marroncelli, D. Trinchero, and M. M. Tentzeris, "Paper-based inkjetprinted text-meandered UHF resonant Antennas for RFID?s, " in Proc. URSI Gen. Assembly Sci. Symp., 2011, pp. 1-4.
27. G. Orecchini, L. Yang, M. M. Tentzeris, and L. Roselli, "Wearable battery-free Active paper-Pprinted RFID tag with human energy scavenger, " in Proc. IEEE MTT-S Int. Microw. Symp. Dig., 2011, pp. 1-4.
28. L. Guang-Hui, J. Zhao, and Z. Wang, "Research on forest fire detection based on WSN, " in Proc. WCICA, pp. 275-279, 2006.
29. C. Hartung, R. Han, C. Seielstad, and S. Hobrook, "FireWxNet: A multitiered portable wireless system for monitoring weather conditions in wildland fire environments, " in Proc. MSAS, pp. 28-41, 2006.
30. K.-P. Shih, S.-S. Wang, P.-H. Yang, and C.-C. Chang, "CollECT: Collaborative event detection and tracking in WHSN, " Comput. Commun, vol. 31, no. 14, pp. 3124-3136, Sep. 2008.
31. A. Ali, A. Khelil, F. K. Shaikh, and N. Suri, "Efficient predictive monitoring of wireless sensor networks, " Int. J. Autonomous Adaptive Commun. Syst, vol. 5, no. 3, pp. 233-254, Mar. 2012.
32. IRIS Motes. [Online]. Available: www.autoidlabs.org/
33. G. Anastasi, et al., "How to prolong the lifetime of WSNs, " in Mobile Ad Hoc and Personal Communication. Boca Raton, FL, USA: CRC Press, 2013, ch. 6.
34. J. Gilbert, and F. Balouchi, "Comparison of energy harvesting systems for WSN, " Int. J. Autom. Comput, vol. 5, no. 4, pp. 334-347, Oct. 2008.
35. W. K. G. Seah, A. E. Zhi, and H. Tan, "WSNs powered by Ambient Energy Harvesting, " in Proc. WirelessVITAE, 2009, pp. 1-5.
36. J. A. R. Azevedo, and F. E. S. Santos, "Energy harvesting from wind and water for autonomous WSN, " IET Circuits, Devices. Syst, vol. 6, no. 6, pp. 413-420, Nov. 2012.
37. D. Kondo, B. Javadi, P. Malecot, F. Cappello, and D. P. Anderson , "Costbenefit analysis of cloud computing versus desktop grids, " in Proc. PDP, 2009, pp. 1-12.
38. A. Spellmann, R. Gimarc, and M. Preston, "Leveraging the cloud for green IT, " in Proc. CMGC, 2009, pp. 1-17.
39. R. Buyya, A. Beloglazov, and J. Abawajy, "Energy-efficient management of data center resources for cloud computing, " in Proc. PDPTA, 2010, pp. 1-12.
40. R. Beik, "Green cloud computing: An energy- Aware layer in software architecture, " in Proc. Spring Congr. Eng. Technol., 2012, pp. 1-4.
41. Libelium, 50 Sensor Applications for a Smarter World. [Online]. Available: www.libelium.com/top/50/iot/sensor/applications/ranking
42. Industrial energy survey, Accessed Feb. 25, 2014. [Online]. Available: http://www.seai.ie/uploadedfiles/EnergyMAP/tools/GPG316.pdf
43. P. Spiess, et al., "SOA-based integration of the Internet of things in enterprise services, " in Proc. IEEE ICWS, 968, pp. 975-345.
44. J. Gutierrez, D. B. Durocher, B. Lu, and T. G. Habetler, "Applying WSNs in industrial plant energy evaluation and planning systems, " in Conf. Rec. Annu. Pulp Paper Ind. Tech. Conf., 2006, pp. 1-7.
45. D. Bruneo, A. Cucinotta, A. L. Minnolo, A. Puliafito, and M. Scarpa, "Energy management in industrial plants, " Computers, vol. 1, no. 1, pp. 24-40, Sep. 2012.
46. K. K. Khedo, R. Perseedoss, and A. Mungur, "A wireless sensor network air pollution monitoring system, " Int. J. Wireless Mobile Netw, vol. 2, no. 2, pp. 31-45, May 2010.
47. G. Zhao, "Wireless sensor networks for industrial process monitoring and control: A survey, " Int. J. Netw. Protocols Algorithms, vol. 3, no. 1, pp. 46-63, 2011.
48. S. K. Sarna, and M. Zaveri, "ERTA: Energy efficient real time target tracking approach for WSNs, " in Proc. 4th Int. Conf. Sens. Technol. Appl., 2010, pp. 220-225.
49. B. Chowdhury, and R. Khosla, "RFID-based hospital real-Time patient management system, " in Proc. 6th IEEE/ACIS Int. Conf. Comput. Inf. Sci., 2007, pp. 363-368.
50. V. S. Tseng, and E. H.-C. Lu, "Energy-efficient real-Time object tracking in multi-level sensor networks by mining and predicting movement patterns, " J. Syst. Softw, vol. 82, no. 4, pp. 697-706, Apr. 2009.
51. C. O. Rolim, et al., "A cloud computing solution for patient?s data collection in health care institutions, " in Proc. 2nd Int. Conf. eHealth, Telemed. Social Med., 2010, pp. 95-99.
52. H. Bahs A. Levi, "Data collection framework for energy efficient privacy preservation in WSNs having many-To-many structures, " Sensors, vol. 10, no. 9, pp. 8375-8397, Sep. 2010.
53. D. Niyato, E. Hossain, and S. Camorlinga, "Remote patient monitoring service using heterogeneous wireless access networks: Architecture and optimization, " IEEE J. Sel. Areas Commun, vol. 27, no. 4, pp. 412-423, May 2009.
54. L. F. Polania, L. F. Polania, L. F. Polania, and L. F. Polania, "Compressed sensing based method for ecg compression, " in Proc. IEEE ICASSP, 2011, pp. 761-764.
55. K. Kanoun, H. Mamaghanian, N. Khaled, and D. Atienza, "A real-Time compressed sensing-based personal ECG monitoring system, " in Proc. DATE, 2011, pp. 1-6.
56. E. G. Allstot, et al., "Compressed sensing of ECG using one-bit measurement matrices, " in Proc. IEEE 9th Int. NEWCAS, 2011, pp. 213-216.
57. J. M. Donelan, et al., "Biomechanical energy harvesting: generating electricity during walking with minimal user effort, " Science, vol. 319, no. 5864, pp. 807-810, Feb. 2008.
58. D. C. Hoang, Y. K. Tan, H. B. Chng, and S. K. Panda, "Thermal energy harvesting from human warmth for WBAN in medical healthcare system, " in Proc. PEDS, 2009, pp. 1277-1282.
59. E. Welbourne, et al., "Building the Internet of things using RFID: The RFID ecosystem experience, " IEEE Internet Comput, vol. 13, no. 3, pp. 48-55, May/Jun. 2009.
60. K. Langendoen, A. Baggio, and O. Visser, "Murphy loves potatoes: Experiences from a pilot WSN deployment in precision agriculture, " in Proc. IPDPS, 2006, p. 6.
61. K. Shinghal, A. Noor, N. Srivastava, and R. Singh, "Wireless sensor networks in agriculture: For potato farming, " Int. J. Eng. Sci. Technol, vol. 2, no. 8, pp. 3955-3963, Jan. 2010.
62. C. M. Angelopoulos, S. Nikoletseas, and G. C. Theofanopoulos, "A smart system for garden watering using WSNs, " in Proc. MMWA, 2011, pp. 167-170.
63. R. Morais, A. Valente, and C. Serôdio, "A WSN for smart irrigation and environmental monitoring, " in Proc. EFITA/WCCA, 2005, pp. 845-850.
64. X. Yu, P. Wu, N. Wang, W. Han, and Z. Zhang, "Survey on WSNs agricultural environment information monitoring, " J. Comput. Inf. Syst, vol. 8, no. 19, pp. 7919-7926, 2012.
65. E. Keogh, "Insect Sensors Target Crop-Eating Bugs For Death, " Accessed Oct. 2, 2014. [Online]. Available: www.fastcoexist.com/1679725/insect-sensors-Target-crop-eating-bugs-for-death
66. J. Polastre, R. Szewczyk, A. Mainwaring, D. Culler, and J. Anderson, "Analysis of wireless sensor networks for habitat monitoring, " in Wireless Sensor Network. Norwell, MA, USA: Kluwer, pp. 399-423, 2004.
67. L. Mo, et al., "Canopy closure estimates with greenorbs: Sustainable sensing in the forest, " in Proc. ENSS, 2009, pp. 99-112.
68. B. Son, Y.-S. Her, and J.-G Kim, "A design and implementation of forest-fires surveillance system based on wireless sensor networks for South Korea mountains, " IJCSNS, vol. 6, no. 9, pp. 124-130, Sep. 2006.
69. B. Kosucu, K. Irgan, G. Kucuk, and S. Baydere, "FireSenseTB: A WSN testbed for forest fire detection, " in Proc.WCMC, pp. 1173-1177, 2009.
70. R. N. Handcock, et al., "Monitoring animal behavior and environmental interactions using wireless sensor networks, GPS collars and satellite remote sensing, " Sensors, vol. 9, no. 5, pp. 3586-3603, 2009.
71. K. H. Kwong, et al., "Wireless sensor networks in agriculture: Cattle monitoring for farming industries, " PIERS Online, vol. 5, no. 1, pp. 31-35, 2009.
72. V. R. Jain, R. Bagree, A. Kumar, and V. P. Ranjan, "wildCENSE: GPS based animal tracking system, " in Proc. ISSNIP, 2008, pp. 617-622.
73. I. F. Akyildiz, D. Pompili, and T. Melodia, "Underwater acoustic sensor networks: Research challenges, " Ad Hoc Netw, vol. 3, no. 3, pp. 257-279, 2005.
74. L. Lanbo Z. Shengli, and C.-J. Hong, "Prospects and problems of wireless communication for UWSN, " in Proc. WCMC, vol. 8, no. 8, pp. 977-994, Oct. 2008.
75. A. Caragliu, et al., Smart Cities in Europe. Amsterdam, The Netherlands: Vrije Universiteit, 2009.
76. L. Schor, P. Sommer, and R. Wattenhofer, "Towards a zero-configuration WSNarchitecture for smart buildings, " in Proc. ESSEEB, 2009, pp. 31-36.
77. Z. Yiming, Y. Xianglong, G. Xishan, Z. Mingang, and W. Liren, "A design of greenhouse monitoring &control system based on WSN, " in Proc. WiCom, 2007, pp. 2563-2567.
78. C. Jing, D. Shu, and D. Gu, "Design of streetlight monitoring and control system based on WSN, " in Proc. ICIEA, 2007, pp. 57-62, 2007.
79. R. Mullner, and A. Riener, "An energy efficient pedestrian aware smart street lighting system, " Int. J. Pervasive Comput. Commun, vol. 7, no. 2, pp. 147-161, 2011.
80. S. Longhi, et al., "Solid waste management architecture using wsn technology, " in Proc. NTMS, 2012, pp. 1-5.
81. P. Dittmer, et al., "The intelligent container as a part of the Internet of Things., " in Proc. CYBER, 2012, pp. 209-214.
82. D. Cassaniti, A multi-hop 6LoWPAN wireless sensor network for waste management optimization, 2011.
83. Y. Strengers, "Smart metering demand management programs: Challenging the comfort and cleanliness habitus of households, " in Proc. CHI, 2008, pp. 9-16.
84. Z. Fan, et al., "The new frontier of communications research: Smart grid and smart metering, " in Proc. ACM e-Energy, 2010, pp. 115-118.
85. S. Darby, "Smart metering: What potential for householder engagement?" Building Res. Inf, vol. 38, no. 5, pp. 442-457, 2010.
86. M. Y. I. Idris, Y. Y. Leng, E. M. Tamil, N. N. Noor, and Z. Razak, "Car park system: A review of smart parking system and its technology, " Inf. Technol. J, vol. 8, no. 2, pp. 101-113, 2009.
87. S. Yoo, et al., "PGS: Parking guidance system based on WSN, " in Proc. ISWPC, 2008, pp. 218-222.
88. Y. Xu, et al., "Data collection for the detection of urban traffic congestion by vanets, " in Proc. APSCC, 2010, pp. 405-410.
89. Y. Xu, Y. Wu, J. Xu, and L. Sun, "Efficient detection scheme for urban traffic congestion using buses, " in Proc. 26th Int. Conf. WAINA, 2012, pp. 287-293.
90. R. Yuan, et al., Value chain oriented RFID system framework and enterprise application, 2007.
91. METRO Group Future Store Initiative. [Online]. Available: www. futurestore.org
92. A. Ilic, T. Staake, and E. Fleisch, "Using sensor information to reduce the carbon footprint of perishable goods, " IEEE Pervasive Comput, vol. 8, no. 1, pp. 22-29, Jan.-Mar. 2009.
93. A. Dada, and F. Thiesse, "Sensor applications in the supply chain: The example of quality-based issuing of perishables, " Internet Things, vol. 4952, pp. 140-154, 2008.
94. D. Patterson, L. Liao, D. Fox, and H. Kautz, "Inferring high-level behavior from low-level sensors, " in Proc. UbiComp, 2003, pp. 73-89.
95. E. Tragos, S. Zeadally, A. G. Fragkiadakis, and V. A. Siris, "Spectrum assignment in cognitive radio networks: A survey, "IEEE Tuts. Survey Commun, vol. 15, no. 3, pp. 1108-1135, Third Quarter 2013.
96. EARTH, Accessed Feb. 20, 2014. [Online]. Available: https://www.ictearth. eu/
97. TREND, Accessed Feb. 20, 2014. [Online]. Available: www.fp7-Trend. eu/
98. GreenNet, Accessed Jan. 2, 2014. [Online]. Available: www.fp7-greenet. eu
99. Green Comm. &Comp. [Online]. Available: www.comsoc.org/about/committees/emerging#gcc
100. GreenTouch, Accessed Feb. 20, 2014. [Online]. Available: www. greentouch.org/
101. Cool Silicon, Accessed Oct. 1, 2014. [Online]. Available: www.coolsilicon. de/
102. Celtic-Plus, Accessed Dec. 1, 2014. [Online]. Available: www.celticplus. eu
103. GREEN-T greent.av.it.pt Accessed Feb. 28, 2014.
104. Green IT Initiatives in Japan, Accessed Feb. 28, 2014. [Online]. Available www.meti.go.jp/english/policy/
105. Go? Energi, Accessed Dec. 12, 2012. [Online]. Available: www. savingtrust.dk
106. Green Radio, Accessed Feb. 2, 2013. [Online]. Available: www. mobilevce.com/green-radio
107. The Green Grid, Accessed Dec. 28, 2012. [Online]. Available: www. thegreengrid.org .
108. N. Kushalnagar, et al., "6LoWPAN, " Internet Eng. Task Force, Praque, Czech Republic, RFC 4919, 2007.
109. ROLL, Accessed Mar. 4, 2014. [Online]. Available: https://datatracker. ietf.org/wg/roll/
110. EPCglobal, Accessed Feb. 2, 2012. [Online]. Available: www.gs1.org/epcglobal
111. ETSI, Accessed Feb. 2, 2014. [Online]. Available: www.etsi.org
112. CEN, Accessed Feb. 1, 2014. [Online]. Available: www.cen.eu
113. ISO, Accessed Jan. 18, 2014. [Online]. Available: www.iso.org
114. ETSI M2M Standardization, Accessed Mar. 4, 2014. [Online]. Available: www.etsi.org/technologies-clusters/technologies/m2m
115. ECMA-340, NFCIP-1, Accessed Mar. 23, 2014. [Online]. Available: www.ecma-international.org/publications/standards/ecma-340.htm
116. The ZigBee alliance, Accessed Mar. 2, 2014. [Online]. Available: www. zigbee.org
117. I. F. Akyildiz, W.-Y. Lee, M. C. Vuran, and S. Mohanty, "A survey on spectrum management in cognitive radio networks, "IEEE Commun. Mag, vol. 46, no. 4, pp. 40-48, 2009.
118. D. Grace, J. Chen, T. Jiang, and P. D. Mitchell, "Using cognitive radio to deliver ?green? communications, " in Proc. CROWNCOM, Apr. 2009, pp. 1-6.
119. E. A. Lee, "Cyber physical systems: Design challenges, " in Proc. ISORC, 2008, pp. 363-369.
120. "Mobile networks go green-minimizing power consumption and leveraging renewable energy, " ABI Res., New York, NY, USA, Tech. Rep, 2008.
121. A. Sharma, V. Navda, R. Ramjee, V. Padmanabhan, and E. Belding, "Cool-Tether: Energy efficient on-The-fly wifi hot-spots using mobile phones, " in Proc. ENET, 2010, pp. 109-120.
122. H. Lei, X. Wang, and P. H. J. Chong, "Opportunistic relay selection in future green multihop cellular networks, " in Proc. IEEE 72nd VTC, 2010, pp. 1-5.
123. I. F. Akyildiz, W. Su, Y. Sankarasubramaniam, and E. Cayirci, "Wireless sensor networks: A survey, " Comput. Netw, vol. 38, no. 4, pp. 393-422, Mar. 2002.
124. J. N. Al-Karaki, and A. E. Kamal , "Routing techniques in wireless sensor networks: A survey, " IEEE Wireless Commun, vol. 11, no. 6, pp. 6-28, Dec. 2004.
125. N. A. Pantazis, and D. D. Vergados, "A survey on power control issues in wireless sensor networks, " IEEE Commun. Surveys Tuts, vol. 9, no. 4, pp. 86-107, Fourth Quarter 2007.
126. Y. Wang, H. Dang, and H. Wu, "A survey on analytic studies of delaytolerant mobile sensor networks, " WCMC, vol. 7, no. 10, pp. 1197-1208, Dec. 2007.
127. M. Di Francesco, M. Das, and G. Anastasi, "Data collection in WSNs with mobile elements: A survey, " Trans. Sens. Netw, vol. 8, no. 1, pp. 1-31, 2011.
128. L. Caviglione, A. Merlo, and M. Migliardi, "What is green security?" in Conf. Rec. IEEE 7th IAS Annu. Meeting, 2011, pp. 366-371.