메뉴 건너뛰기




Volumn 4, Issue 5, 2017, Pages 1229-1249

A Survey of Clustering Techniques in WSNs and Consideration of the Challenges of Applying Such to 5G IoT Scenarios

Author keywords

5G; clustering; HetNets; Internet of Things (IoT); quality of service (QoS); quality of user experience (QoE); wireless sensor networks (WSNs)

Indexed keywords

5G MOBILE COMMUNICATION SYSTEMS; CLUSTER ANALYSIS; ENERGY EFFICIENCY; ENERGY RESOURCES; HETEROGENEOUS NETWORKS; INTELLIGENT SYSTEMS; QUALITY OF SERVICE; SURVEYS; WIRELESS SENSOR NETWORKS;

EID: 85023611073     PISSN: None     EISSN: 23274662     Source Type: Journal    
DOI: 10.1109/JIOT.2017.2726014     Document Type: Article
Times cited : (306)

References (158)
  • 1
    • 2942686425 scopus 로고    scopus 로고
    • Sensor networks: Evolution, opportunities, and challenges
    • Aug.
    • C.-Y. Chong and S. P. Kumar, "Sensor networks: Evolution, opportunities, and challenges, " Proc. IEEE, vol. 91, no. 8, pp. 1247-1256, Aug. 2003.
    • (2003) Proc. IEEE , vol.91 , Issue.8 , pp. 1247-1256
    • Chong, C.-Y.1    Kumar, S.P.2
  • 3
    • 38949154490 scopus 로고    scopus 로고
    • Harnessing green it: Principles and practices
    • Jan.
    • S. Murugesan, "Harnessing green it: Principles and practices, " IT Prof., vol. 10, no. 1, pp. 24-33, Jan. 2008.
    • (2008) IT Prof. , vol.10 , Issue.1 , pp. 24-33
    • Murugesan, S.1
  • 7
    • 0019633305 scopus 로고
    • The architectural organization of a mobile radio network via a distributed algorithm
    • Nov.
    • D. Baker and A. Ephremides, "The architectural organization of a mobile radio network via a distributed algorithm, " IEEE Trans. Commun., vol. COM-29, no. 11, pp. 1694-1701, Nov. 1981.
    • (1981) IEEE Trans. Commun. , vol.COM-29 , Issue.11 , pp. 1694-1701
    • Baker, D.1    Ephremides, A.2
  • 8
    • 39049086878 scopus 로고    scopus 로고
    • Comparison of clustering algorithms and protocols for wireless sensor networks
    • Ottawa, ON, Canada, May
    • L. M. C. Arboleda and N. Nasser, "Comparison of clustering algorithms and protocols for wireless sensor networks, " in Proc. Can. Conf. Elect. Comput. Eng., Ottawa, ON, Canada, May 2006, pp. 1787-1792.
    • (2006) Proc. Can. Conf. Elect. Comput. Eng. , pp. 1787-1792
    • Arboleda, L.M.C.1    Nasser, N.2
  • 9
    • 33745069352 scopus 로고    scopus 로고
    • Node clustering in wireless sensor networks: Recent developments and deployment challenges
    • May/Jun.
    • O. Younis, M. Krunz, and S. Ramasubramanian, "Node clustering in wireless sensor networks: Recent developments and deployment challenges, " IEEE Netw., vol. 20, no. 3, pp. 20-25, May/Jun. 2006.
    • (2006) IEEE Netw. , vol.20 , Issue.3 , pp. 20-25
    • Younis, O.1    Krunz, M.2    Ramasubramanian, S.3
  • 10
    • 34548850872 scopus 로고    scopus 로고
    • A survey on clustering algorithms for wireless sensor networks
    • A. A. Abbasi and M. Younis, "A survey on clustering algorithms for wireless sensor networks, " Comput. Commun., vol. 30, nos. 14-15, pp. 2826-2841, 2007.
    • (2007) Comput. Commun. , vol.30 , Issue.14-15 , pp. 2826-2841
    • Abbasi, A.A.1    Younis, M.2
  • 12
    • 63649099481 scopus 로고    scopus 로고
    • Clusterhead selection in clustering algorithms for wireless sensor networks: A survey
    • Dec.
    • B. P. Deosarkar, N. S. Yadav, and R. P. Yadav, "Clusterhead selection in clustering algorithms for wireless sensor networks: A survey, " in Proc. Int. Conf. Comput. Commun. Netw., Dec. 2008, pp. 1-8.
    • (2008) Proc. Int. Conf. Comput. Commun. Netw. , pp. 1-8
    • Deosarkar, B.P.1    Yadav, N.S.2    Yadav, R.P.3
  • 13
    • 70349187092 scopus 로고    scopus 로고
    • Towards clustering algorithms in wireless sensor networks-a survey
    • Budapest, Hungary, Apr.
    • C. Jiang, D. Yuan, and Y. Zhao, "Towards clustering algorithms in wireless sensor networks-a survey, " in Proc. IEEE Wireless Commun. Netw. Conf., Budapest, Hungary, Apr. 2009, pp. 1-6.
    • (2009) Proc. IEEE Wireless Commun. Netw. Conf. , pp. 1-6
    • Jiang, C.1    Yuan, D.2    Zhao, Y.3
  • 14
    • 77958040087 scopus 로고    scopus 로고
    • Hierarchical routing in wireless sensor networks: A survey
    • Chengdu, China, Apr.
    • J. J. Lotf, M. Hosseinzadeh, and R. M. Alguliev, "Hierarchical routing in wireless sensor networks: A survey, " in Proc. 2nd Int. Conf. Comput. Eng. Technol., vol. 3. Chengdu, China, Apr. 2010, pp. V3-650-V3-654.
    • (2010) Proc. 2nd Int. Conf. Comput. Eng. Technol. , vol.3 , pp. V3650-V3654
    • Lotf, J.J.1    Hosseinzadeh, M.2    Alguliev, R.M.3
  • 16
    • 84863189525 scopus 로고    scopus 로고
    • A survey on the taxonomy of cluster-based routing protocols for homogeneous wireless sensor networks
    • S. Naeimi, H. Ghafghazi, C.-O. Chow, and H. Ishii, "A survey on the taxonomy of cluster-based routing protocols for homogeneous wireless sensor networks, " Sensors, vol. 12, no. 6, pp. 7350-7409, 2012.
    • (2012) Sensors , vol.12 , Issue.6 , pp. 7350-7409
    • Naeimi, S.1    Ghafghazi, H.2    Chow, C.-O.3    Ishii, H.4
  • 20
    • 84865362384 scopus 로고    scopus 로고
    • A survey on clustering routing protocols in wireless sensor networks
    • X. Liu, "A survey on clustering routing protocols in wireless sensor networks, " Sensors, vol. 12, no. 8, pp. 11113-11153, 2012.
    • (2012) Sensors , vol.12 , Issue.8 , pp. 11113-11153
    • Liu, X.1
  • 21
    • 84874713416 scopus 로고    scopus 로고
    • A systematic review on clustering and routing techniques based upon LEACH protocol for wireless sensor networks
    • S. Tyagi and N. Kumar, "A systematic review on clustering and routing techniques based upon LEACH protocol for wireless sensor networks, " J. Netw. Comput. Appl., vol. 36, no. 2, pp. 623-645, 2013.
    • (2013) J. Netw. Comput. Appl. , vol.36 , Issue.2 , pp. 623-645
    • Tyagi, S.1    Kumar, N.2
  • 22
    • 84959339625 scopus 로고    scopus 로고
    • A survey of cluster-based hierarchical routing protocols
    • M. A. Jan and M. Khan, "A survey of cluster-based hierarchical routing protocols, " Int. J. Comput. Netw. Wireless Commun., vol. 3, no. 2, pp. 138-143, 2013.
    • (2013) Int. J. Comput. Netw. Wireless Commun. , vol.3 , Issue.2 , pp. 138-143
    • Jan, M.A.1    Khan, M.2
  • 23
    • 84926203013 scopus 로고    scopus 로고
    • Clustering protocols in wireless sensor networks: A survey
    • S. K. Gupta, N. Jain, and P. Sinha, "Clustering protocols in wireless sensor networks: A survey, " Int. J. Appl. Inf. Syst., vol. 5, no. 2, pp. 41-50, 2013.
    • (2013) Int. J. Appl. Inf. Syst. , vol.5 , Issue.2 , pp. 41-50
    • Gupta, S.K.1    Jain, N.2    Sinha, P.3
  • 25
    • 84908271541 scopus 로고    scopus 로고
    • Study of energy efficient routing protocols of wireless sensor networks and their further researches: A survey
    • Nagercoil, India
    • P. Jindal and V. Gupta, "Study of energy efficient routing protocols of wireless sensor networks and their further researches: A survey, " J. Comput. Sci. Commun. Eng., vol. 2. Nagercoil, India, 2013, pp. 924-928.
    • (2013) J. Comput. Sci. Commun. Eng. , vol.2 , pp. 924-928
    • Jindal, P.1    Gupta, V.2
  • 27
    • 84939778965 scopus 로고    scopus 로고
    • A comparative study on LEACH routing protocol and its variants in wireless sensor networks: A survey
    • H. Dhawan and S. Waraich, "A comparative study on LEACH routing protocol and its variants in wireless sensor networks: A survey, " Int. J. Comput. Appl., vol. 95, no. 8, pp. 21-27, 2014.
    • (2014) Int. J. Comput. Appl. , vol.95 , Issue.8 , pp. 21-27
    • Dhawan, H.1    Waraich, S.2
  • 28
    • 84992612873 scopus 로고    scopus 로고
    • A comprehensive review of cluster-based energy efficient routing protocols in wireless sensor networks
    • A. Nayyar and A. Gupta, "A comprehensive review of cluster-based energy efficient routing protocols in wireless sensor networks, " Int. J. Res. Comput. Commun. Technol., vol. 3, no. 1, pp. 104-110, 2014.
    • (2014) Int. J. Res. Comput. Commun. Technol. , vol.3 , Issue.1 , pp. 104-110
    • Nayyar, A.1    Gupta, A.2
  • 29
    • 84908306666 scopus 로고    scopus 로고
    • Clustering in sensor networks: A literature survey
    • Nov.
    • M. M. Afsar and M.-H. Tayarani-N, "Clustering in sensor networks: A literature survey, " J. Netw. Comput. Appl., vol. 46, pp. 198-226, Nov. 2014.
    • (2014) J. Netw. Comput. Appl. , vol.46 , pp. 198-226
    • Afsar, M.M.1    Tayarani-N, M.-H.2
  • 30
    • 84939437165 scopus 로고    scopus 로고
    • Atypical hierarchical routing protocols for wireless sensor networks: A review
    • Oct.
    • X. Liu, "Atypical hierarchical routing protocols for wireless sensor networks: A review, " IEEE Sensors J., vol. 15, no. 10, pp. 5372-5383, Oct. 2015.
    • (2015) IEEE Sensors J. , vol.15 , Issue.10 , pp. 5372-5383
    • Liu, X.1
  • 31
    • 84938577794 scopus 로고    scopus 로고
    • A survey on cluster based routing protocols in wireless sensor networks
    • S. P. Singh and S. C. Sharma, "A survey on cluster based routing protocols in wireless sensor networks, " in Proc. Int. Conf. Adv. Comput. Technol. Appl. (ICACTA), vol. 45. 2015, pp. 687-695. [Online]. Available: http://www. sciencedirect. com/science/article/pii/S1877050915003695
    • (2015) Proc. Int. Conf. Adv. Comput. Technol. Appl. (ICACTA) , vol.45 , pp. 687-695
    • Singh, S.P.1    Sharma, S.C.2
  • 32
    • 84988983812 scopus 로고    scopus 로고
    • The comparison study of hierarchical routing protocols for ad-hoc and wireless sensor networks: A literature survey
    • Istanbul, Turkey
    • I. Ouafaa, L. Jalal, K. Salah-ddine, and E. H. Said, "The comparison study of hierarchical routing protocols for ad-hoc and wireless sensor networks: A literature survey, " in Proc. Int. Conf. Eng. MIS, Istanbul, Turkey, 2015, p. 32.
    • (2015) Proc. Int. Conf. Eng. MIS , pp. 32
    • Ouafaa, I.1    Jalal, L.2    Salah-Ddine, K.3    Said, E.H.4
  • 33
    • 84940434782 scopus 로고    scopus 로고
    • A survey on centralised and distributed clustering routing algorithms for WSNs
    • Glasg, U. K., May
    • M. M. Zanjireh and H. Larijani, "A survey on centralised and distributed clustering routing algorithms for WSNs, " in Proc. IEEE 81st Veh. Technol. Conf. (VTC Spring), Glasgow, U. K., May 2015, pp. 1-6.
    • (2015) Proc. IEEE 81st Veh. Technol. Conf. (VTC Spring) , pp. 1-6
    • Zanjireh, M.M.1    Larijani, H.2
  • 34
    • 85037139087 scopus 로고    scopus 로고
    • A survey on hierarchical clustering algorithm for wireless sensor networks
    • N. Pradhan, K. Sharma, and V. K. Singh, "A survey on hierarchical clustering algorithm for wireless sensor networks, " ENERGY, vol. 134, no. 4, pp. 30-35, 2016.
    • (2016) ENERGY , vol.134 , Issue.4 , pp. 30-35
    • Pradhan, N.1    Sharma, K.2    Singh, V.K.3
  • 35
    • 84970003945 scopus 로고    scopus 로고
    • A survey on clustering techniques for cooperative wireless networks
    • Sep.
    • V. Sucasas et al., "A survey on clustering techniques for cooperative wireless networks, " Ad Hoc Netw., vol. 47, pp. 53-81, Sep. 2016.
    • (2016) Ad Hoc Netw. , vol.47 , pp. 53-81
    • Sucasas, V.1
  • 37
    • 84924581667 scopus 로고    scopus 로고
    • Mobile data gathering with load balanced clustering and dual data uploading in wireless sensor networks
    • Apr.
    • M. Zhao, Y. Yang, and C. Wang, "Mobile data gathering with load balanced clustering and dual data uploading in wireless sensor networks, " IEEE Trans. Mobile Comput., vol. 14, no. 4, pp. 770-785, Apr. 2015.
    • (2015) IEEE Trans. Mobile Comput. , vol.14 , Issue.4 , pp. 770-785
    • Zhao, M.1    Yang, Y.2    Wang, C.3
  • 38
    • 84961886854 scopus 로고    scopus 로고
    • A fuzzy logic-based clustering algorithm for WSN to extend the network lifetime
    • Jan.
    • P. Nayak and A. Devulapalli, "A fuzzy logic-based clustering algorithm for WSN to extend the network lifetime, " IEEE Sensors J., vol. 16, no. 1, pp. 137-144, Jan. 2016.
    • (2016) IEEE Sensors J. , vol.16 , Issue.1 , pp. 137-144
    • Nayak, P.1    Devulapalli, A.2
  • 40
    • 84994126584 scopus 로고    scopus 로고
    • Establishing path quality management in wireless sensor networks through cluster head determination
    • G. Sirisha, R. B. Babu, and K. R. Rao, "Establishing path quality management in wireless sensor networks through cluster head determination, " Indian J. Sci. Technol., vol. 9, no. 5, pp. 1-9, 2016.
    • (2016) Indian J. Sci. Technol. , vol.9 , Issue.5 , pp. 1-9
    • Sirisha, G.1    Babu, R.B.2    Rao, K.R.3
  • 41
    • 0031234161 scopus 로고    scopus 로고
    • Adaptive clustering for mobile wireless networks
    • Sep.
    • C. R. Lin and M. Gerla, "Adaptive clustering for mobile wireless networks, " IEEE J. Sel. Areas Commun., vol. 15, no. 7, pp. 1265-1275, Sep. 1997.
    • (1997) IEEE J. Sel. Areas Commun. , vol.15 , Issue.7 , pp. 1265-1275
    • Lin, C.R.1    Gerla, M.2
  • 44
    • 0035009259 scopus 로고    scopus 로고
    • A clustering scheme for hierarchical control in multi-hop wireless networks
    • Anchorage, AK, USA
    • S. Banerjee and S. Khuller, "A clustering scheme for hierarchical control in multi-hop wireless networks, " in Proc. IEEE 20th Annu. Joint Conf. Comput. Commun. Soc., vol. 2. Anchorage, AK, USA, 2001, pp. 1028-1037.
    • (2001) Proc. IEEE 20th Annu. Joint Conf. Comput. Commun. Soc. , vol.2 , pp. 1028-1037
    • Banerjee, S.1    Khuller, S.2
  • 45
    • 84886811604 scopus 로고    scopus 로고
    • TEEN: A routing protocol for enhanced efficiency in wireless sensor networks
    • San Francisco, CA, USA
    • A. Manjeshwar and D. P. Agrawal, "TEEN: A routing protocol for enhanced efficiency in wireless sensor networks, " in Proc. 15th Int. Parallel Distrib. Process. Symp., San Francisco, CA, USA, 2001, pp. 2009-2015.
    • (2001) Proc. 15th Int. Parallel Distrib. Process. Symp. , pp. 2009-2015
    • Manjeshwar, A.1    Agrawal, D.P.2
  • 47
    • 84966549779 scopus 로고    scopus 로고
    • APTEEN: A hybrid protocol for efficient routing and comprehensive information retrieval in wireless
    • Fort Lauderdale, FL, USA
    • A. Manjeshwar and D. P. Agrawal, "APTEEN: A hybrid protocol for efficient routing and comprehensive information retrieval in wireless, " in Proc. Int. Parallel Distrib. Process. Symp. (IPDPS) Abstracts CD-ROM, Fort Lauderdale, FL, USA, 2002, p. 8.
    • (2002) Proc. Int. Parallel Distrib. Process. Symp. (IPDPS) Abstracts CD-ROM , pp. 8
    • Manjeshwar, A.1    Agrawal, D.P.2
  • 50
    • 33646589837 scopus 로고    scopus 로고
    • An application-specific protocol architecture for wireless microsensor networks
    • Oct.
    • W. B. Heinzelman, A. P. Chandrakasan, and H. Balakrishnan, "An application-specific protocol architecture for wireless microsensor networks, " IEEE Trans. Wireless Commun., vol. 1, no. 4, pp. 660-670, Oct. 2002.
    • (2002) IEEE Trans. Wireless Commun. , vol.1 , Issue.4 , pp. 660-670
    • Heinzelman, W.B.1    Chandrakasan, A.P.2    Balakrishnan, H.3
  • 51
    • 0036766616 scopus 로고    scopus 로고
    • Data gathering algorithms in sensor networks using energy metrics
    • Sep.
    • S. Lindsey, C. Raghavendra, and K. M. Sivalingam, "Data gathering algorithms in sensor networks using energy metrics, " IEEE Trans. Parallel Distrib. Syst., vol. 13, no. 9, pp. 924-935, Sep. 2002.
    • (2002) IEEE Trans. Parallel Distrib. Syst. , vol.13 , Issue.9 , pp. 924-935
    • Lindsey, S.1    Raghavendra, C.2    Sivalingam, K.M.3
  • 52
    • 0041472588 scopus 로고    scopus 로고
    • An energy efficient hierarchical clustering algorithm for wireless sensor networks
    • San Francisco, CA, USA
    • S. Bandyopadhyay and E. J. Coyle, "An energy efficient hierarchical clustering algorithm for wireless sensor networks, " in Proc. IEEE 22nd Annu. Joint Conf. Comput. Commun. Soc. (INFOCOM), vol. 3. San Francisco, CA, USA, 2003, pp. 1713-1723.
    • (2003) Proc. IEEE 22nd Annu. Joint Conf. Comput. Commun. Soc. (INFOCOM) , vol.3 , pp. 1713-1723
    • Bandyopadhyay, S.1    Coyle, E.J.2
  • 55
    • 10944266504 scopus 로고    scopus 로고
    • HEED: A hybrid, energy-efficient, distributed clustering approach for ad hoc sensor networks
    • Oct./Dec.
    • O. Younis and S. Fahmy, "HEED: A hybrid, energy-efficient, distributed clustering approach for ad hoc sensor networks, " IEEE Trans. Mobile Comput., vol. 3, no. 4, pp. 366-379, Oct./Dec. 2004.
    • (2004) IEEE Trans. Mobile Comput. , vol.3 , Issue.4 , pp. 366-379
    • Younis, O.1    Fahmy, S.2
  • 57
    • 17744376200 scopus 로고    scopus 로고
    • A centralized energy-efficient routing protocol for wireless sensor networks
    • Mar.
    • S. D. Muruganathan, D. C. F. Ma, R. I. Bhasin, and A. O. Fapojuwo, "A centralized energy-efficient routing protocol for wireless sensor networks, " IEEE Commun. Mag., vol. 43, no. 3, pp. S8-S13, Mar. 2005.
    • (2005) IEEE Commun. Mag. , vol.43 , Issue.3 , pp. S8-S13
    • Muruganathan, S.D.1    Ma, D.C.F.2    Bhasin, R.I.3    Fapojuwo, A.O.4
  • 58
    • 26444521722 scopus 로고    scopus 로고
    • Distributed energy-efficient hierarchical clustering for wireless sensor networks
    • Marina Del Rey, CA, USA
    • P. Ding, J. Holliday, and A. Celik, "Distributed energy-efficient hierarchical clustering for wireless sensor networks, " in Proc. 1st IEEE Int. Conf. Distrib. Comput. Sensor Syst. (DCOSS), Marina Del Rey, CA, USA, 2005, pp. 322-339.
    • (2005) Proc. 1st IEEE Int. Conf. Distrib. Comput. Sensor Syst. (DCOSS) , pp. 322-339
    • Ding, P.1    Holliday, J.2    Celik, A.3
  • 59
    • 33744944804 scopus 로고    scopus 로고
    • Energy-driven adaptive clustering hierarchy (EDACH) for wireless sensor networks
    • Nagasaki, Japan
    • K. T. Kim and H. Y. Youn, "Energy-driven adaptive clustering hierarchy (EDACH) for wireless sensor networks, " in Proc. Int. Conf. Embedded Ubiquitous Comput., Nagasaki, Japan, 2005, pp. 1098-1107.
    • (2005) Proc. Int. Conf. Embedded Ubiquitous Comput. , pp. 1098-1107
    • Kim, K.T.1    Youn, H.Y.2
  • 61
    • 33750328982 scopus 로고    scopus 로고
    • An energy-efficient unequal clustering mechanism for wireless sensor networks
    • Washington, DC, USA
    • C. Li, M. Ye, G. Chen, and J. Wu, "An energy-efficient unequal clustering mechanism for wireless sensor networks, " in Proc. IEEE Int. Conf. Mobile Adhoc Sensor Syst. Conf., Washington, DC, USA, 2005, p. 8.
    • (2005) Proc. IEEE Int. Conf. Mobile Adhoc Sensor Syst. Conf. , pp. 8
    • Li, C.1    Ye, M.2    Chen, G.3    Wu, J.4
  • 62
    • 84908447770 scopus 로고    scopus 로고
    • A probabilistic clustering algorithm in wireless sensor networks
    • Dallas, TX, USA
    • H. Huang and J. Wu, "A probabilistic clustering algorithm in wireless sensor networks, " in Proc. IEEE Veh. Technol. Conf., vol. 62. Dallas, TX, USA, 2005, pp. 1796-1798.
    • (2005) Proc. IEEE Veh. Technol. Conf. , vol.62 , pp. 1796-1798
    • Huang, H.1    Wu, J.2
  • 64
    • 84871572959 scopus 로고    scopus 로고
    • A two-levels hierarchy for low-energy adaptive clustering hierarchy (TL-LEACH)
    • Dallas, TX, USA
    • V. Loscri, G. Morabito, and S. Marano, "A two-levels hierarchy for low-energy adaptive clustering hierarchy (TL-LEACH), " in Proc. IEEE 62nd Veh. Technol. Conf. (VTC Fall), vol. 3. Dallas, TX, USA, 2005, pp. 1809-1813.
    • (2005) Proc. IEEE 62nd Veh. Technol. Conf. (VTC Fall) , vol.3 , pp. 1809-1813
    • Loscri, V.1    Morabito, G.2    Marano, S.3
  • 65
    • 17444376044 scopus 로고    scopus 로고
    • TTDD: Two-tier data dissemination in large-scale wireless sensor networks
    • Jan.
    • H. Luo, F. Ye, J. Cheng, S. Lu, and L. Zhang, "TTDD: Two-tier data dissemination in large-scale wireless sensor networks, " Wireless Netw., vol. 11, nos. 1-2, pp. 161-175, Jan. 2005.
    • (2005) Wireless Netw. , vol.11 , Issue.1-2 , pp. 161-175
    • Luo, H.1    Ye, F.2    Cheng, J.3    Lu, S.4    Zhang, L.5
  • 66
    • 33746310074 scopus 로고    scopus 로고
    • Prolonging the lifetime of wireless sensor networks via unequal clustering
    • Denver, CO, USA
    • S. Soro and W. B. Heinzelman, "Prolonging the lifetime of wireless sensor networks via unequal clustering, " in Proc. 19th IEEE Int. Parallel Distrib. Process. Symp., Denver, CO, USA, 2005, p. 8.
    • (2005) Proc. 19th IEEE Int. Parallel Distrib. Process. Symp. , pp. 8
    • Soro, S.1    Heinzelman, W.B.2
  • 67
    • 50949084285 scopus 로고    scopus 로고
    • WSN16-5: Distributed formation of overlapping multi-hop clusters in wireless sensor networks
    • San Francisco, CA, USA
    • A. Youssef, M. Younis, M. Youssef, and A. Agrawala, "WSN16-5: Distributed formation of overlapping multi-hop clusters in wireless sensor networks, " in Proc. Glob. Telecommun. Conf. (GLOBECOM), San Francisco, CA, USA, 2006, pp. 1-6.
    • (2006) Proc. Glob. Telecommun. Conf. (GLOBECOM) , pp. 1-6
    • Youssef, A.1    Younis, M.2    Youssef, M.3    Agrawala, A.4
  • 68
    • 34347223651 scopus 로고    scopus 로고
    • The concentric clustering scheme for efficient energy consumption in the PEGASIS
    • S.-M. Jung, Y.-J. Han, and T.-M. Chung, "The concentric clustering scheme for efficient energy consumption in the PEGASIS, " in Proc. 9th Int. Conf. Adv. Commun. Technol., vol. 1. 2007, pp. 260-265.
    • (2007) Proc. 9th Int. Conf. Adv. Commun. Technol. , vol.1 , pp. 260-265
    • Jung, S.-M.1    Han, Y.-J.2    Chung, T.-M.3
  • 70
    • 33846612323 scopus 로고    scopus 로고
    • EACLE: Energy-aware clustering scheme with transmission power control for sensor networks
    • K. Yanagihara et al., "EACLE: Energy-aware clustering scheme with transmission power control for sensor networks, " Wireless Pers. Commun., vol. 40, no. 3, pp. 401-415, 2007.
    • (2007) Wireless Pers. Commun. , vol.40 , Issue.3 , pp. 401-415
    • Yanagihara, K.1
  • 71
    • 38049110063 scopus 로고    scopus 로고
    • An energyefficient K-hop clustering framework for wireless sensor networks
    • Delft, The Netherlands
    • Q. Chen, J. Ma, Y. Zhu, D. Zhang, and L. M. Ni, "An energyefficient K-hop clustering framework for wireless sensor networks, " in Proc. Eur. Conf. Wireless Sensor Netw., Delft, The Netherlands, 2007, pp. 17-33.
    • (2007) Proc. Eur. Conf. Wireless Sensor Netw. , pp. 17-33
    • Chen, Q.1    Ma, J.2    Zhu, Y.3    Zhang, D.4    Ni, L.M.5
  • 72
    • 34548825399 scopus 로고    scopus 로고
    • PEACH: Power-efficient and adaptive clustering hierarchy protocol for wireless sensor networks
    • S. Yi, J. Heo, Y. Cho, and J. Hong, "PEACH: Power-efficient and adaptive clustering hierarchy protocol for wireless sensor networks, " Comput. Commun., vol. 30, nos. 14-15, pp. 2842-2852, 2007.
    • (2007) Comput. Commun. , vol.30 , Issue.14-15 , pp. 2842-2852
    • Yi, S.1    Heo, J.2    Cho, Y.3    Hong, J.4
  • 73
    • 38549179940 scopus 로고    scopus 로고
    • EEMC: An energyefficient multi-level clustering algorithm for large-scale wireless sensor networks
    • Y. Jin, L. Wang, Y. Kim, and X. Yang, "EEMC: An energyefficient multi-level clustering algorithm for large-scale wireless sensor networks, " Comput. Netw., vol. 52, no. 3, pp. 542-562, 2008. [Online]. Available: http://www. sciencedirect. com/science/article/pii/S1389128607002927
    • (2008) Comput. Netw. , vol.52 , Issue.3 , pp. 542-562
    • Jin, Y.1    Wang, L.2    Kim, Y.3    Yang, X.4
  • 74
    • 78549267580 scopus 로고    scopus 로고
    • An energy-efficient distributed unequal clustering protocol for wireless sensor networks
    • S. Lee et al., "An energy-efficient distributed unequal clustering protocol for wireless sensor networks, " World Acad. Sci. Eng. Technol., vol. 48, pp. 443-447, 2008.
    • (2008) World Acad. Sci. Eng. Technol. , vol.48 , pp. 443-447
    • Lee, S.1
  • 77
    • 52149097522 scopus 로고    scopus 로고
    • S-Web: An efficient and self-organizing wireless sensor network model
    • M. Takizawa, L. Barolli, and T. Enokido, Eds. Berlin, Germany: Springer
    • H. Le, D. Hoang, and R. Poliah, "S-Web: An efficient and self-organizing wireless sensor network model, " in Network-Based Information Systems (LNCS 5186), M. Takizawa, L. Barolli, and T. Enokido, Eds. Berlin, Germany: Springer, 2008, pp. 179-188.
    • (2008) Network-Based Information Systems (LNCS 5186) , pp. 179-188
    • Le, H.1    Hoang, D.2    Poliah, R.3
  • 78
    • 75449107754 scopus 로고    scopus 로고
    • A strategic deployment and cluster-header selection for wireless sensor networks
    • Nov.
    • T. Kaur and J. Baek, "A strategic deployment and cluster-header selection for wireless sensor networks, " IEEE Trans. Consum. Electron., vol. 55, no. 4, pp. 1890-1897, Nov. 2009.
    • (2009) IEEE Trans. Consum. Electron. , vol.55 , Issue.4 , pp. 1890-1897
    • Kaur, T.1    Baek, J.2
  • 79
    • 58149237703 scopus 로고    scopus 로고
    • An energy efficient and balance hierarchical unequal clustering algorithm for large scale sensor network
    • Y. Wang, T. Yang, and D. Zhang, "An energy efficient and balance hierarchical unequal clustering algorithm for large scale sensor network, " Inf. Technol. J., vol. 8, no. 1, pp. 28-38, 2009.
    • (2009) Inf. Technol. J. , vol.8 , Issue.1 , pp. 28-38
    • Wang, Y.1    Yang, T.2    Zhang, D.3
  • 80
    • 77956478999 scopus 로고    scopus 로고
    • Energy efficient clustering communication based on number of neighbors for wireless sensor networks
    • Hong Kong
    • N. Shigei, H. Morishita, and H. Miyajima, "Energy efficient clustering communication based on number of neighbors for wireless sensor networks, " in Proc. Int. Multi-Conf. Eng. Comput. Sci. (IMECS), Hong Kong, 2010.
    • (2010) Proc. Int. Multi-Conf. Eng. Comput. Sci. (IMECS)
    • Shigei, N.1    Morishita, H.2    Miyajima, H.3
  • 81
    • 78549238575 scopus 로고    scopus 로고
    • An energy aware fuzzy unequal clustering algorithm for wireless sensor networks
    • Barcelona, Spain
    • H. Bagci and A. Yazici, "An energy aware fuzzy unequal clustering algorithm for wireless sensor networks, " in Proc. IEEE Int. Conf. Fuzzy Syst. (FUZZ), Barcelona, Spain, 2010, pp. 1-8.
    • (2010) Proc. IEEE Int. Conf. Fuzzy Syst. (FUZZ) , pp. 1-8
    • Bagci, H.1    Yazici, A.2
  • 82
    • 50249116823 scopus 로고    scopus 로고
    • PANEL: Position-based aggregator node election in wireless sensor networks
    • Pisa, Italy
    • L. Buttyan and P. Schaffer, "PANEL: Position-based aggregator node election in wireless sensor networks, " in Proc. 4th IEEE Int. Conf. Mobile Ad Hoc Sensor Syst., Pisa, Italy, 2007, pp. 1-9.
    • (2007) Proc. 4th IEEE Int. Conf. Mobile Ad Hoc Sensor Syst. , pp. 1-9
    • Buttyan, L.1    Schaffer, P.2
  • 85
    • 80052657076 scopus 로고    scopus 로고
    • An energy-aware distributed unequal clustering protocol for wireless sensor networks
    • J. Yu, Y. Qi, G. Wang, Q. Guo, and X. Gu, "An energy-aware distributed unequal clustering protocol for wireless sensor networks, " Int. J. Distrib. Sensor Netw., vol. 7, no. 1, 2011, Art. no. 202145.
    • (2011) Int. J. Distrib. Sensor Netw. , vol.7 , Issue.1
    • Yu, J.1    Qi, Y.2    Wang, G.3    Guo, Q.4    Gu, X.5
  • 86
    • 83555172667 scopus 로고    scopus 로고
    • An energyefficient clustering solution for wireless sensor networks
    • Nov.
    • D. Wei, Y. Jin, S. Vural, K. Moessner, and R. Tafazolli, "An energyefficient clustering solution for wireless sensor networks, " IEEE Trans. Wireless Commun., vol. 10, no. 11, pp. 3973-3983, Nov. 2011.
    • (2011) IEEE Trans. Wireless Commun. , vol.10 , Issue.11 , pp. 3973-3983
    • Wei, D.1    Jin, Y.2    Vural, S.3    Moessner, K.4    Tafazolli, R.5
  • 87
    • 79960669468 scopus 로고    scopus 로고
    • Energy efficient clustering algorithm based on neighbors for wireless sensor networks
    • W. Zhou, "Energy efficient clustering algorithm based on neighbors for wireless sensor networks, " J. Shanghai Univ., vol. 15, no. 2, pp. 150-153, 2011.
    • (2011) J. Shanghai Univ. , vol.15 , Issue.2 , pp. 150-153
    • Zhou, W.1
  • 88
    • 79751528280 scopus 로고    scopus 로고
    • LUCA: An energyefficient unequal clustering algorithm using location information for wireless sensor networks
    • S. Lee, H. Choe, B. Park, Y. Song, and C.-K. Kim, "LUCA: An energyefficient unequal clustering algorithm using location information for wireless sensor networks, " Wireless Pers. Commun., vol. 56, no. 4, pp. 715-731, 2011.
    • (2011) Wireless Pers. Commun. , vol.56 , Issue.4 , pp. 715-731
    • Lee, S.1    Choe, H.2    Park, B.3    Song, Y.4    Kim, C.-K.5
  • 89
    • 84455171873 scopus 로고    scopus 로고
    • Mobility-based clustering protocol for wireless sensor networks with mobile nodes
    • Mar.
    • S. Deng, J. Li, and L. Shen, "Mobility-based clustering protocol for wireless sensor networks with mobile nodes, " IET Wireless Sensor Syst., vol. 1, no. 1, pp. 39-47, Mar. 2011.
    • (2011) IET Wireless Sensor Syst. , vol.1 , Issue.1 , pp. 39-47
    • Deng, S.1    Li, J.2    Shen, L.3
  • 90
    • 79251640139 scopus 로고    scopus 로고
    • Distributed clustering-based aggregation algorithm for spatial correlated sensor networks
    • Mar.
    • Y. Ma, Y. Guo, X. Tian, and M. Ghanem, "Distributed clustering-based aggregation algorithm for spatial correlated sensor networks, " IEEE Sensors J., vol. 11, no. 3, pp. 641-648, Mar. 2011.
    • (2011) IEEE Sensors J. , vol.11 , Issue.3 , pp. 641-648
    • Ma, Y.1    Guo, Y.2    Tian, X.3    Ghanem, M.4
  • 91
    • 84866741415 scopus 로고    scopus 로고
    • An energy-balancing clustering approach for gradient-based routing in wireless sensor networks
    • T. Liu, Q. Li, and P. Liang, "An energy-balancing clustering approach for gradient-based routing in wireless sensor networks, " Comput. Commun., vol. 35, no. 17, pp. 2150-2161, 2012. [Online]. Available: http://www. sciencedirect. com/science/article/pii/S0140366412002162
    • (2012) Comput. Commun. , vol.35 , Issue.17 , pp. 2150-2161
    • Liu, T.1    Li, Q.2    Liang, P.3
  • 92
    • 84863354224 scopus 로고    scopus 로고
    • Energy efficient and balanced cluster-based data aggregation algorithm for wireless sensor networks
    • J. Yuea, W. Zhang, W. Xiao, D. Tang, and J. Tang, "Energy efficient and balanced cluster-based data aggregation algorithm for wireless sensor networks, " Procedia Eng., vol. 29, pp. 2009-2015, 2012. [Online]. Available: http://www. sciencedirect. com/science/article/pii/S1877705812002639
    • (2012) Procedia Eng. , vol.29 , pp. 2009-2015
    • Yuea, J.1    Zhang, W.2    Xiao, W.3    Tang, D.4    Tang, J.5
  • 93
    • 84866621505 scopus 로고    scopus 로고
    • Distance based thresholds for cluster head selection in wireless sensor networks
    • Sep.
    • S. H. Kang and T. Nguyen, "Distance based thresholds for cluster head selection in wireless sensor networks, " IEEE Commun. Lett., vol. 16, no. 9, pp. 1396-1399, Sep. 2012.
    • (2012) IEEE Commun. Lett. , vol.16 , Issue.9 , pp. 1396-1399
    • Kang, S.H.1    Nguyen, T.2
  • 94
    • 84878361180 scopus 로고    scopus 로고
    • Topology-controlled adaptive clustering for uniformity and increased lifetime in wireless sensor networks
    • Dec.
    • D. P. Dahnil, Y. P. Singh, and C. K. Ho, "Topology-controlled adaptive clustering for uniformity and increased lifetime in wireless sensor networks, " IET Wireless Sensor Syst., vol. 2, no. 4, pp. 318-327, Dec. 2012.
    • (2012) IET Wireless Sensor Syst. , vol.2 , Issue.4 , pp. 318-327
    • Dahnil, D.P.1    Singh, Y.P.2    Ho, C.K.3
  • 95
    • 84862174776 scopus 로고    scopus 로고
    • Uheed-An unequal clustering algorithm for wireless sensor networks
    • Rome, Italy
    • E. Ever, R. Luchmun, L. Mostarda, A. Navarra, and P. Shah, "Uheed-An unequal clustering algorithm for wireless sensor networks, " in Proc. SENSORNETS, Rome, Italy, 2012, pp. 185-193.
    • (2012) Proc. SENSORNETS , pp. 185-193
    • Ever, E.1    Luchmun, R.2    Mostarda, L.3    Navarra, A.4    Shah, P.5
  • 96
    • 84908303807 scopus 로고    scopus 로고
    • Distributed clustering with directional antennas for wireless sensor networks
    • Jun.
    • Y.-C. Chen and C.-Y. Wen, "Distributed clustering with directional antennas for wireless sensor networks, " IEEE Sensors J., vol. 13, no. 6, pp. 2166-2180, Jun. 2013.
    • (2013) IEEE Sensors J. , vol.13 , Issue.6 , pp. 2166-2180
    • Chen, Y.-C.1    Wen, C.-Y.2
  • 97
    • 84875749929 scopus 로고    scopus 로고
    • Load-balanced clustering algorithm with distributed self-organization for wireless sensor networks
    • May
    • Y. Liao, H. Qi, and W. Li, "Load-balanced clustering algorithm with distributed self-organization for wireless sensor networks, " IEEE Sensors J., vol. 13, no. 5, pp. 1498-1506, May 2013.
    • (2013) IEEE Sensors J. , vol.13 , Issue.5 , pp. 1498-1506
    • Liao, Y.1    Qi, H.2    Li, W.3
  • 98
    • 84873143791 scopus 로고    scopus 로고
    • LCM: A link-aware clustering mechanism for energy-efficient routing in wireless sensor networks
    • Feb.
    • S.-S. Wang and Z.-P. Chen, "LCM: A link-aware clustering mechanism for energy-efficient routing in wireless sensor networks, " IEEE Sensors J., vol. 13, no. 2, pp. 728-736, Feb. 2013.
    • (2013) IEEE Sensors J. , vol.13 , Issue.2 , pp. 728-736
    • Wang, S.-S.1    Chen, Z.-P.2
  • 99
    • 34548062119 scopus 로고    scopus 로고
    • A dynamic clustering and energy efficient routing technique for sensor networks
    • Aug.
    • M. Yu, K. K. Leung, and A. Malvankar, "A dynamic clustering and energy efficient routing technique for sensor networks, " IEEE Trans. Wireless Commun., vol. 6, no. 8, pp. 3069-3079, Aug. 2007.
    • (2007) IEEE Trans. Wireless Commun. , vol.6 , Issue.8 , pp. 3069-3079
    • Yu, M.1    Leung, K.K.2    Malvankar, A.3
  • 101
    • 84976826673 scopus 로고
    • Voronoi diagrams-A survey of a fundamental geometric data structure
    • F. Aurenhammer, "Voronoi diagrams-A survey of a fundamental geometric data structure, " ACM Comput. Surveys, vol. 23, no. 3, pp. 345-405, 1991.
    • (1991) ACM Comput. Surveys , vol.23 , Issue.3 , pp. 345-405
    • Aurenhammer, F.1
  • 104
    • 84865016804 scopus 로고    scopus 로고
    • Radio link quality estimation in wireless sensor networks: A survey
    • N. Baccour et al., "Radio link quality estimation in wireless sensor networks: A survey, " Trans. Sensor Netw., 2012.
    • (2012) Trans. Sensor Netw.
    • Baccour, N.1
  • 105
    • 34249844227 scopus 로고    scopus 로고
    • RSSI is under appreciated
    • Cambridge, MA, USA, May
    • K. Levis, "RSSI is under appreciated, " in Proc. 3rd Workshop Embedded Netw. Sensors, vol. 3031. Cambridge, MA, USA, May 2006, pp. 239-242.
    • (2006) Proc. 3rd Workshop Embedded Netw. Sensors , vol.3031 , pp. 239-242
    • Levis, K.1
  • 106
    • 84884310704 scopus 로고    scopus 로고
    • Energy efficient routing in wireless sensor networks through balanced clustering
    • S. A. Nikolidakis, D. Kandris, D. D. Vergados, and C. Douligeris, "Energy efficient routing in wireless sensor networks through balanced clustering, " Algorithms, vol. 6, no. 1, pp. 29-42, 2013.
    • (2013) Algorithms , vol.6 , Issue.1 , pp. 29-42
    • Nikolidakis, S.A.1    Kandris, D.2    Vergados, D.D.3    Douligeris, C.4
  • 107
    • 79961022143 scopus 로고    scopus 로고
    • Balancing message delivery latency and network lifetime through an integrated model for clustering and routing in wireless sensor networks
    • W. M. Aioffi, C. A. Valle, G. R. Mateus, and A. S. da Cunha, "Balancing message delivery latency and network lifetime through an integrated model for clustering and routing in wireless sensor networks, " Comput. Netw., vol. 55, no. 13, pp. 2803-2820, 2011.
    • (2011) Comput. Netw. , vol.55 , Issue.13 , pp. 2803-2820
    • Aioffi, W.M.1    Valle, C.A.2    Mateus, G.R.3    Da Cunha, A.S.4
  • 108
    • 84859768523 scopus 로고    scopus 로고
    • Reliable latency-aware routing for clustered WSNs
    • A. Tufail, "Reliable latency-aware routing for clustered WSNs, " Int. J. Distrib. Sensor Netw., vol. 8, no. 3, 2012, Art. no. 681273.
    • (2012) Int. J. Distrib. Sensor Netw. , vol.8 , Issue.3
    • Tufail, A.1
  • 111
    • 4444247342 scopus 로고    scopus 로고
    • Latency of wireless sensor networks with uncoordinated power saving mechanisms
    • O. Dousse, P. Mannersalo, and P. Thiran, "Latency of wireless sensor networks with uncoordinated power saving mechanisms, " in Proc. Mobihoc, 2004, pp. 109-120.
    • (2004) Proc. Mobihoc , pp. 109-120
    • Dousse, O.1    Mannersalo, P.2    Thiran, P.3
  • 112
    • 77955879937 scopus 로고    scopus 로고
    • An energy-efficient distributed algorithm for minimum-latency aggregation scheduling in wireless sensor networks
    • Genoa, Italy, Jun.
    • Y. Li, L. Guo, and S. K. Prasad, "An energy-efficient distributed algorithm for minimum-latency aggregation scheduling in wireless sensor networks, " in Proc. IEEE 30th Int. Conf. Distrib. Comput. Syst. (ICDCS), Genoa, Italy, Jun. 2010, pp. 827-836.
    • (2010) Proc. IEEE 30th Int. Conf. Distrib. Comput. Syst. (ICDCS) , pp. 827-836
    • Li, Y.1    Guo, L.2    Prasad, S.K.3
  • 113
    • 84893974350 scopus 로고    scopus 로고
    • Effect of location on the latency in cluster-based WSNs
    • Baltimore, MD, USA, Nov.
    • D. Padmanabhan and F. Labeau, "Effect of location on the latency in cluster-based WSNs, " in Proc. IEEE Sensors, Baltimore, MD, USA, Nov. 2013, pp. 1-4.
    • (2013) Proc. IEEE Sensors , pp. 1-4
    • Padmanabhan, D.1    Labeau, F.2
  • 114
    • 84907353299 scopus 로고    scopus 로고
    • A user configurable metric for clustering in wireless sensor networks
    • L. Xu, D. Lillis, G. M. O'Hare, and R. W. Collier, "A user configurable metric for clustering in wireless sensor networks, " in Proc. SENSORNETS, 2014, pp. 221-226.
    • Proc. SENSORNETS, 2014 , pp. 221-226
    • Xu, L.1    Lillis, D.2    O'Hare, G.M.3    Collier, R.W.4
  • 115
    • 11844258234 scopus 로고    scopus 로고
    • Energy-efficient deployment of intelligent mobile sensor networks
    • Jan.
    • N. Heo and P. K. Varshney, "Energy-efficient deployment of intelligent mobile sensor networks, " IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol. 35, no. 1, pp. 78-92, Jan. 2005.
    • (2005) IEEE Trans. Syst., Man, Cybern. A, Syst., Humans , vol.35 , Issue.1 , pp. 78-92
    • Heo, N.1    Varshney, P.K.2
  • 118
    • 11144332044 scopus 로고    scopus 로고
    • The design space of wireless sensor networks
    • Dec.
    • K. Romer and F. Mattern, "The design space of wireless sensor networks, " IEEE Wireless Commun., vol. 11, no. 6, pp. 54-61, Dec. 2004.
    • (2004) IEEE Wireless Commun. , vol.11 , Issue.6 , pp. 54-61
    • Romer, K.1    Mattern, F.2
  • 119
    • 32044472998 scopus 로고    scopus 로고
    • Analysis of wireless sensor networks for habitat monitoring
    • C. S. Raghavendra, K. M. Sivalingam, and T. Znati, Eds. Norwell, MA, USA: Kluwer Acad.
    • J. Polastre, R. Szewczyk, A. Mainwaring, D. Culler, and J. Anderson, "Analysis of wireless sensor networks for habitat monitoring, " in Wireless Sensor Networks, C. S. Raghavendra, K. M. Sivalingam, and T. Znati, Eds. Norwell, MA, USA: Kluwer Acad., 2004, pp. 399-423. [Online]. Available: http://dl. acm. org/citation. cfm?id=1013825. 1013844
    • (2004) Wireless Sensor Networks , pp. 399-423
    • Polastre, J.1    Szewczyk, R.2    Mainwaring, A.3    Culler, D.4    Anderson, J.5
  • 121
    • 70349645089 scopus 로고    scopus 로고
    • A review of wireless sensor technologies and applications in agriculture and food industry: State of the art and current trends
    • L. Ruiz-Garcia, L. Lunadei, P. Barreiro, and I. Robla, "A review of wireless sensor technologies and applications in agriculture and food industry: State of the art and current trends, " Sensors, vol. 9, no. 6, pp. 4728-4750, 2009.
    • (2009) Sensors , vol.9 , Issue.6 , pp. 4728-4750
    • Ruiz-Garcia, L.1    Lunadei, L.2    Barreiro, P.3    Robla, I.4
  • 122
    • 0036130424 scopus 로고    scopus 로고
    • Large scale wildlife monitoring studies: Statistical methods for design and analysis
    • K. H. Pollock et al., "Large scale wildlife monitoring studies: Statistical methods for design and analysis, " Environmetrics, vol. 13, no. 2, pp. 105-119, 2002.
    • (2002) Environmetrics , vol.13 , Issue.2 , pp. 105-119
    • Pollock, K.H.1
  • 125
    • 85010031130 scopus 로고    scopus 로고
    • Fog and IoT: An overview of research opportunities
    • Dec.
    • M. Chiang and T. Zhang, "Fog and IoT: An overview of research opportunities, " IEEE Internet Things J., vol. 3, no. 6, pp. 854-864, Dec. 2016.
    • (2016) IEEE Internet Things J. , vol.3 , Issue.6 , pp. 854-864
    • Chiang, M.1    Zhang, T.2
  • 126
    • 84947803736 scopus 로고    scopus 로고
    • Understanding 5G: Perspectives on future technological advancements in mobile
    • D. Warren and C. Dewar, "Understanding 5G: Perspectives on future technological advancements in mobile, " GSMA, London, U. K., Tech. Rep., Dec. 2014.
    • (2014) GSMA, London, U. K., Tech. Rep., Dec.
    • Warren, D.1    Dewar, C.2
  • 128
    • 84962925984 scopus 로고    scopus 로고
    • The CTTC 5G end-to-end experimental platform: Integrating heterogeneous wireless/optical networks, distributed cloud, and IoT devices
    • Mar.
    • R. Munoz et al., "The CTTC 5G end-to-end experimental platform: Integrating heterogeneous wireless/optical networks, distributed cloud, and IoT devices, " IEEE Veh. Technol. Mag., vol. 11, no. 1, pp. 50-63, Mar. 2016.
    • (2016) IEEE Veh. Technol. Mag. , vol.11 , Issue.1 , pp. 50-63
    • Munoz, R.1
  • 129
    • 84906812799 scopus 로고    scopus 로고
    • A network architecture solution for efficient IoT WSN backhauling: Challenges and opportunities
    • Aug.
    • R. Fantacci, T. Pecorella, R. Viti, and C. Carlini, "A network architecture solution for efficient IoT WSN backhauling: Challenges and opportunities, " IEEE Wireless Commun., vol. 21, no. 4, pp. 113-119, Aug. 2014.
    • (2014) IEEE Wireless Commun. , vol.21 , Issue.4 , pp. 113-119
    • Fantacci, R.1    Pecorella, T.2    Viti, R.3    Carlini, C.4
  • 131
    • 84968677659 scopus 로고    scopus 로고
    • Enabling remote health-caring utilizing IoT concept over LTEfemtocell networks
    • M. Hindia, T. A. Rahman, H. Ojukwu, E. B. Hanafi, and A. Fattouh, "Enabling remote health-caring utilizing IoT concept over LTEfemtocell networks, " PLoS One, vol. 11, no. 5, 2016, Art. no. e0155077.
    • (2016) PLoS One , vol.11 , Issue.5
    • Hindia, M.1    Rahman, T.A.2    Ojukwu, H.3    Hanafi, E.B.4    Fattouh, A.5
  • 132
    • 84971275483 scopus 로고    scopus 로고
    • Adaptive resource scheduling for dual connectivity in heterogeneous IoT cellular networks
    • W. Kim, "Adaptive resource scheduling for dual connectivity in heterogeneous IoT cellular networks, " Int. J. Distrib. Sensor Netw., vol. 12, no. 4, 2016, Art. no. 6036952.
    • (2016) Int. J. Distrib. Sensor Netw. , vol.12 , Issue.4
    • Kim, W.1
  • 133
    • 84957812990 scopus 로고    scopus 로고
    • Optical wireless communication for backhaul and access
    • Valencia, Spain, Sep./Oct.
    • V. Jungnickel et al., "Optical wireless communication for backhaul and access, " in Proc. Eur. Conf. Opt. Commun. (ECOC), Valencia, Spain, Sep./Oct. 2015, pp. 1-3.
    • (2015) Proc. Eur. Conf. Opt. Commun. (ECOC) , pp. 1-3
    • Jungnickel, V.1
  • 134
    • 84980357053 scopus 로고    scopus 로고
    • The road to 5G: Providing the connectivity fabric for everything
    • Aug.
    • M. Grob, "The road to 5G: Providing the connectivity fabric for everything, " in Proc. IEEE Hot Chips Symp. (HCS), Aug. 2015, pp. 1-26.
    • (2015) Proc. IEEE Hot Chips Symp. (HCS) , pp. 1-26
    • Grob, M.1
  • 135
    • 84963732123 scopus 로고    scopus 로고
    • Internet of Things in the 5G era: Enablers, architecture, and business models
    • Mar.
    • M. R. Palattella et al., "Internet of Things in the 5G era: Enablers, architecture, and business models, " IEEE J. Sel. Areas Commun., vol. 34, no. 3, pp. 510-527, Mar. 2016.
    • (2016) IEEE J. Sel. Areas Commun. , vol.34 , Issue.3 , pp. 510-527
    • Palattella, M.R.1
  • 136
    • 84900656911 scopus 로고    scopus 로고
    • The role of small cell technology in future smart city applications
    • A. Cimmino et al., "The role of small cell technology in future smart city applications, " Trans. Emerg. Telecommun. Technol., vol. 25, no. 1, pp. 11-20, 2014.
    • (2014) Trans. Emerg. Telecommun. Technol. , vol.25 , Issue.1 , pp. 11-20
    • Cimmino, A.1
  • 137
    • 84900452200 scopus 로고    scopus 로고
    • Short paper: Overcoming IoT fragmentation through standard gateway architecture
    • Seoul, South Korea, Mar.
    • R. Fantacci, T. Pecorella, R. Viti, and C. Carlini, "Short paper: Overcoming IoT fragmentation through standard gateway architecture, " in Proc. IEEE World Forum Internet Things (WF IoT), Seoul, South Korea, Mar. 2014, pp. 181-182.
    • (2014) Proc. IEEE World Forum Internet Things (WF IoT) , pp. 181-182
    • Fantacci, R.1    Pecorella, T.2    Viti, R.3    Carlini, C.4
  • 138
    • 84959567873 scopus 로고    scopus 로고
    • Publish/subscribe-enabled software defined networking for efficient and scalable IoT communications
    • Sep.
    • A. Hakiri, P. Berthou, A. Gokhale, and S. Abdellatif, "Publish/subscribe-enabled software defined networking for efficient and scalable IoT communications, " IEEE Commun. Mag., vol. 53, no. 9, pp. 48-54, Sep. 2015.
    • (2015) IEEE Commun. Mag. , vol.53 , Issue.9 , pp. 48-54
    • Hakiri, A.1    Berthou, P.2    Gokhale, A.3    Abdellatif, S.4
  • 139
    • 85014788787 scopus 로고    scopus 로고
    • An SDN-based architecture for next-generation wireless networks
    • Feb.
    • K. Wang, Y. Wang, D. Zeng, and S. Guo, "An SDN-based architecture for next-generation wireless networks, " IEEE Wireless Commun., vol. 24, no. 1, pp. 25-31, Feb. 2017.
    • (2017) IEEE Wireless Commun. , vol.24 , Issue.1 , pp. 25-31
    • Wang, K.1    Wang, Y.2    Zeng, D.3    Guo, S.4
  • 142
    • 84926685501 scopus 로고    scopus 로고
    • System architecture and key technologies for 5G heterogeneous cloud radio access networks
    • Mar./Apr.
    • M. Peng, Y. Li, Z. Zhao, and C. Wang, "System architecture and key technologies for 5G heterogeneous cloud radio access networks, " IEEE Network, vol. 29, no. 2, pp. 6-14, Mar./Apr. 2015.
    • (2015) IEEE Network , vol.29 , Issue.2 , pp. 6-14
    • Peng, M.1    Li, Y.2    Zhao, Z.3    Wang, C.4
  • 143
    • 84920765408 scopus 로고    scopus 로고
    • Heterogeneous cloud radio access networks: A new perspective for enhancing spectral and energy efficiencies
    • Dec.
    • M. Peng, Y. Li, J. Jiang, J. Li, and C. Wang, "Heterogeneous cloud radio access networks: A new perspective for enhancing spectral and energy efficiencies, " IEEE Wireless Commun., vol. 21, no. 6, pp. 126-135, Dec. 2014.
    • (2014) IEEE Wireless Commun. , vol.21 , Issue.6 , pp. 126-135
    • Peng, M.1    Li, Y.2    Jiang, J.3    Li, J.4    Wang, C.5
  • 144
    • 84953407795 scopus 로고    scopus 로고
    • Health monitoring and management using Internet-of-Things (IoT) sensing with cloud-based processing: Opportunities and challenges
    • Jun.
    • M. Hassanalieragh et al., "Health monitoring and management using Internet-of-Things (IoT) sensing with cloud-based processing: Opportunities and challenges, " in Proc. IEEE Int. Conf. Services Comput., Jun. 2015, pp. 285-292.
    • (2015) Proc. IEEE Int. Conf. Services Comput. , pp. 285-292
    • Hassanalieragh, M.1
  • 145
    • 84901280134 scopus 로고    scopus 로고
    • Device-to-device communication in 5G cellular networks: Challenges, solutions, and future directions
    • May
    • M. N. Tehrani, M. Uysal, and H. Yanikomeroglu, "Device-to-device communication in 5G cellular networks: Challenges, solutions, and future directions, " IEEE Commun. Mag., vol. 52, no. 5, pp. 86-92, May 2014.
    • (2014) IEEE Commun. Mag. , vol.52 , Issue.5 , pp. 86-92
    • Tehrani, M.N.1    Uysal, M.2    Yanikomeroglu, H.3
  • 147
    • 84920817526 scopus 로고    scopus 로고
    • Intelligent access network selection in converged multi-radio heterogeneous networks
    • Dec.
    • S. Andreev et al., "Intelligent access network selection in converged multi-radio heterogeneous networks, " IEEE Wireless Commun., vol. 21, no. 6, pp. 86-96, Dec. 2014.
    • (2014) IEEE Wireless Commun. , vol.21 , Issue.6 , pp. 86-96
    • Andreev, S.1
  • 148
    • 84942320414 scopus 로고    scopus 로고
    • Multi-objective energy-efficient resource allocation for multi-RAT heterogeneous networks
    • Oct.
    • G. Yu, Y. Jiang, L. Xu, and G. Y. Li, "Multi-objective energy-efficient resource allocation for multi-RAT heterogeneous networks, " IEEE J. Sel. Areas Commun., vol. 33, no. 10, pp. 2118-2127, Oct. 2015.
    • (2015) IEEE J. Sel. Areas Commun. , vol.33 , Issue.10 , pp. 2118-2127
    • Yu, G.1    Jiang, Y.2    Xu, L.3    Li, G.Y.4
  • 149
    • 85015376635 scopus 로고    scopus 로고
    • Bandwidth allocation in heterogeneous networks with wireless backhaul
    • Dec.
    • W. Xia et al., "Bandwidth allocation in heterogeneous networks with wireless backhaul, " in Proc. IEEE Glob. Commun. Conf. (GLOBECOM), Dec. 2016, pp. 1-6.
    • (2016) Proc. IEEE Glob. Commun. Conf. (GLOBECOM) , pp. 1-6
    • Xia, W.1
  • 150
    • 84936933913 scopus 로고    scopus 로고
    • Balancing backhaul load in heterogeneous cloud radio access networks
    • Jun.
    • C. Ran, S. Wang, and C. Wang, "Balancing backhaul load in heterogeneous cloud radio access networks, " IEEE Wireless Commun., vol. 22, no. 3, pp. 42-48, Jun. 2015.
    • (2015) IEEE Wireless Commun. , vol.22 , Issue.3 , pp. 42-48
    • Ran, C.1    Wang, S.2    Wang, C.3
  • 152
    • 84979824676 scopus 로고    scopus 로고
    • Load aware selforganising user-centric dynamic comp clustering for 5G networks
    • S. Bassoy, M. Jaber, M. A. Imran, and P. Xiao, "Load aware selforganising user-centric dynamic comp clustering for 5G networks, " IEEE Access, vol. 4, pp. 2895-2906, 2016.
    • (2016) IEEE Access , vol.4 , pp. 2895-2906
    • Bassoy, S.1    Jaber, M.2    Imran, M.A.3    Xiao, P.4
  • 153
    • 85022005330 scopus 로고    scopus 로고
    • A smart and balanced energyefficient multihop clustering algorithm (Smart-BEEM) for MIMO IoT systems in future networks
    • L. Xu, G. M. O'Hare, and R. W. Collier, "A smart and balanced energyefficient multihop clustering algorithm (Smart-BEEM) for MIMO IoT systems in future networks, " MDPI Sensors, vol. 17, no. 7, 2017, Art. no. E1574.
    • (2017) MDPI Sensors , vol.17 , Issue.7
    • Xu, L.1    O'Hare, G.M.2    Collier, R.W.3
  • 154
    • 84873825064 scopus 로고    scopus 로고
    • Improve efficiency and reliability in single-hop WSNs with transmit-only nodes
    • Mar.
    • J. Zhao, C. Qiao, R. S. Sudhaakar, and S. Yoon, "Improve efficiency and reliability in single-hop WSNs with transmit-only nodes, " IEEE Trans. Parallel Distrib. Syst., vol. 24, no. 3, pp. 520-534, Mar. 2013.
    • (2013) IEEE Trans. Parallel Distrib. Syst. , vol.24 , Issue.3 , pp. 520-534
    • Zhao, J.1    Qiao, C.2    Sudhaakar, R.S.3    Yoon, S.4
  • 155
    • 47749153044 scopus 로고    scopus 로고
    • Increasing connectivity in wireless sensoractuator networks using dynamic actuator cooperation
    • M. F. Munir and F. Filali, "Increasing connectivity in wireless sensoractuator networks using dynamic actuator cooperation, " in Proc. IEEE Veh. Technol. Conf. (VTC Spring), 2008, pp. 203-207.
    • (2008) Proc. IEEE Veh. Technol. Conf. (VTC Spring) , pp. 203-207
    • Munir, M.F.1    Filali, F.2
  • 156
    • 84971435031 scopus 로고    scopus 로고
    • Enterprise LTE and WiFi interworking system and a proposed network selection solution
    • Santa Clara, CA, USA
    • L. Xu, J. Xie, X. Xu, and S. Wang, "Enterprise LTE and WiFi interworking system and a proposed network selection solution, " in Proc. ACM Symp. Archit. Netw. Commun. Syst. (ANCS), Santa Clara, CA, USA, 2016, pp. 137-138.
    • (2016) Proc. ACM Symp. Archit. Netw. Commun. Syst. (ANCS) , pp. 137-138
    • Xu, L.1    Xie, J.2    Xu, X.3    Wang, S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.