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Mobile Information Systems
Volume 2017 (2017), Article ID 3206160, 17 pages
https://doi.org/10.1155/2017/3206160
Research Article

Comprehensive Optimization of Energy Consumption and Delay Performance for Green Communication in Internet of Things

1School of Information Science and Engineering, Central South University, Changsha 410083, China
2Key Laboratory of Hunan Province for Mobile Business Intelligence, Hunan University of Commerce, Changsha 410205, China
3Mobile E-Business Collaborative Innovation Center of Hunan Province, Hunan University of Commerce, Changsha 410205, China

Correspondence should be addressed to Chunhua Hu; moc.361@777auhnuhcuh and Anfeng Liu; nc.ude.usc.liam@uilgnefa

Received 16 December 2016; Accepted 22 February 2017; Published 23 March 2017

Academic Editor: Ning Zhang

Copyright © 2017 Jiaze Wang et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. T. Han and N. Ansari, “Provisioning green energy for base stations in heterogeneous networks,” IEEE Transactions on Vehicular Technology, vol. 65, no. 7, pp. 5439–5448, 2016. View at Publisher · View at Google Scholar · View at Scopus
  2. N. Zhao, F. R. Yu, and V. C. M. Leung, “Wireless energy harvesting in interference alignment networks,” IEEE Communications Magazine, vol. 53, no. 6, pp. 72–78, 2015. View at Publisher · View at Google Scholar · View at Scopus
  3. N. Zhang, N. Cheng, A. T. Gamage, K. Zhang, J. W. Mark, and X. Shen, “Cloud assisted HetNets toward 5G wireless networks,” IEEE Communications Magazine, vol. 53, no. 6, pp. 59–65, 2015. View at Publisher · View at Google Scholar · View at Scopus
  4. T. Han and N. Ansari, “A traffic load balancing framework for software-defined radio access networks powered by hybrid energy sources,” IEEE/ACM Transactions on Networking, vol. 24, no. 2, pp. 1038–1051, 2016. View at Publisher · View at Google Scholar · View at Scopus
  5. F. Ye, Y. Liang, H. Zhang, X. Zhang, and Y. Qian, “Design and analysis of a wireless monitoring network for transmission lines in smart grid,” Wireless Communications and Mobile Computing, vol. 16, no. 10, pp. 1209–1220, 2016. View at Publisher · View at Google Scholar · View at Scopus
  6. N. Ansari, T. Han, and M. Taheri, “Gate: greening at the edges,” IEEE Wireless Communications, vol. 23, no. 2, pp. 62–69, 2016. View at Publisher · View at Google Scholar · View at Scopus
  7. T. Han and N. Ansari, “Powering mobile networks with green energy,” IEEE Wireless Communications, vol. 21, no. 1, pp. 90–96, 2014. View at Publisher · View at Google Scholar · View at Scopus
  8. N. Zhang, H. Liang, N. Cheng, Y. Tang, J. W. Mark, and X. S. Shen, “Dynamic spectrum access in multi-channel cognitive radio networks,” IEEE Journal on Selected Areas in Communications, vol. 32, no. 11, pp. 2053–2064, 2014. View at Publisher · View at Google Scholar · View at Scopus
  9. Z. Chen, A. Liu, Z. Li, Y. Choi, and J. Li, “Distributed duty cycle control for delay improvement in wireless sensor networks,” Peer-to-Peer Networking and Applications, vol. 10, no. 3, pp. 559–578, 2017. View at Publisher · View at Google Scholar
  10. X. Liu, M. Dong, K. Ota, L. T. Yang, and A. Liu, “Trace malicious source to guarantee cyber security for mass monitor critical infrastructure,” Journal of Computer and System Sciences, 2016. View at Publisher · View at Google Scholar
  11. M. Xiao, J. Wu, and L. Huang, “Time-sensitive utility-based single-copy routing in low-duty-cycle wireless sensor networks,” IEEE Transactions on Parallel and Distributed Systems, vol. 26, no. 5, pp. 1452–1465, 2015. View at Publisher · View at Google Scholar · View at Scopus
  12. F. Ye, Y. Qian, and R. Q. Hu, “Energy efficient self-sustaining wireless neighborhood area network design for smart grid,” IEEE Transactions on Smart Grid, vol. 6, no. 1, pp. 220–229, 2015. View at Publisher · View at Google Scholar · View at Scopus
  13. N. Zhang, H. Zhou, K. Zheng, N. Cheng, J. W. Mark, and X. S. Shen, “Cooperative heterogeneous framework for spectrum harvesting in cognitive cellular network,” IEEE Communications Magazine, vol. 53, no. 5, pp. 60–67, 2015. View at Publisher · View at Google Scholar · View at Scopus
  14. A. Liu, Q. Zhang, Z. Li, Y. Choi, J. Li, and N. Komuro, “A green and reliable communication modeling for industrial internet of things,” Computers & Electrical Engineering, 2016. View at Publisher · View at Google Scholar
  15. S. He, J. Chen, X. Li, X. S. Shen, and Y. Sun, “Mobility and intruder prior information improving the barrier coverage of sparse sensor networks,” IEEE Transactions on Mobile Computing, vol. 13, no. 6, pp. 1268–1282, 2014. View at Publisher · View at Google Scholar · View at Scopus
  16. X. Liu, A. Liu, and C. Huang, “Adaptive information dissemination control to provide diffdelay for the internet of things,” Sensors, vol. 17, no. 1, article 138, 2017. View at Publisher · View at Google Scholar
  17. M. Tahir and R. Farrell, “A cross-layer framework for optimal delay-margin, network lifetime and utility tradeoff in wireless visual sensor networks,” Ad Hoc Networks, vol. 11, no. 2, pp. 701–711, 2013. View at Publisher · View at Google Scholar · View at Scopus
  18. R. Zhang, O. Berder, J.-M. Gorce, and O. Sentieys, “Energy-delay tradeoff in wireless multihop networks with unreliable links,” Ad Hoc Networks, vol. 10, no. 7, pp. 1306–1321, 2012. View at Publisher · View at Google Scholar · View at Scopus
  19. Y. Chen, C.-N. Chuah, and Q. Zhao, “Network configuration for optimal utilization efficiency of wireless sensor networks,” Ad Hoc Networks, vol. 6, no. 1, pp. 92–107, 2008. View at Publisher · View at Google Scholar · View at Scopus
  20. M. Dong, K. Ota, L. T. Yang, A. Liu, and M. Guo, “LSCD: a low-storage clone detection protocol for cyber-physical systems,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 35, no. 5, pp. 712–723, 2016. View at Publisher · View at Google Scholar · View at Scopus
  21. S. He, D. Shin, J. Zhang, J. Chen, and Y. Sun, “Full-view area coverage in camera sensor networks: dimension reduction and near-optimal solutions,” IEEE Transactions on Vehicular Technology, vol. 65, no. 9, pp. 7448–7461, 2016. View at Publisher · View at Google Scholar
  22. Q. Xu, Z. Su, and S. Guo, “A game theoretical incentive scheme for relay selection services in mobile social networks,” IEEE Transactions on Vehicular Technology, vol. 65, no. 8, pp. 6692–6702, 2016. View at Publisher · View at Google Scholar · View at Scopus
  23. H. Li, D. Liu, Y. Dai, and T. H. Luan, “Engineering searchable encryption of mobile cloud networks: when QoE meets QoP,” IEEE Wireless Communications, vol. 22, no. 4, pp. 74–80, 2015. View at Publisher · View at Google Scholar · View at Scopus
  24. Z. Su, Q. Xu, M. Fei, and M. Dong, “Game theoretic resource allocation in media cloud with mobile social users,” IEEE Transactions on Multimedia, vol. 18, no. 8, pp. 1650–1660, 2016. View at Publisher · View at Google Scholar · View at Scopus
  25. H. Li, Y. Yang, T. H. Luan, X. Liang, L. Zhou, and X. Shen, “Enabling fine-grained multi-keyword search supporting classified sub-dictionaries over encrypted cloud data,” IEEE Transactions on Dependable and Secure Computing, vol. 13, no. 3, pp. 312–325, 2016. View at Publisher · View at Google Scholar · View at Scopus
  26. Y. Liu, A. Liu, and Z. Chen, “Analysis and improvement of send-and-wait automatic repeat-reQuest protocols for wireless sensor networks,” Wireless Personal Communications, vol. 81, no. 3, pp. 923–959, 2015. View at Publisher · View at Google Scholar · View at Scopus
  27. H. Li, X. Lin, H. Yang, X. Liang, R. Lu, and X. Shen, “EPPDR: an efficient privacy-preserving demand response scheme with adaptive key evolution in smart grid,” IEEE Transactions on Parallel and Distributed Systems, vol. 25, no. 8, pp. 2053–2064, 2014. View at Publisher · View at Google Scholar · View at Scopus
  28. T. Li, A. Liu, and C. Huang, “A similarity scenario-based recommendation model with small disturbances for unknown items in social networks,” IEEE Access, vol. 4, pp. 9251–9272, 2016. View at Publisher · View at Google Scholar
  29. Z. Chen, A. Liu, Z. Li, Y. Choi, H. Sekiya, and J. Li, “Energy-efficient broadcasting scheme for smart industrial wireless sensor networks,” Mobile Information Systems, vol. 2017, Article ID 7538190, 17 pages, 2017. View at Publisher · View at Google Scholar
  30. Y. Xu, A. Liu, and C. Huang, “Delay-aware program codes dissemination scheme in internet of everything,” Mobile Information Systems, vol. 2016, Article ID 2436074, 18 pages, 2016. View at Publisher · View at Google Scholar
  31. Y. Hu, M. Dong, K. Ota, A. Liu, and M. Guo, “Mobile target detection in wireless sensor networks with adjustable sensing frequency,” IEEE Systems Journal, vol. 10, no. 3, pp. 1160–1171, 2016. View at Publisher · View at Google Scholar · View at Scopus
  32. M. Ettus, “System capacity, latency, and power consumption in multihop-routed SS-CDMA wireless networks,” in Proceedings of the Radio and Wireless Conference (RAWCON '08), pp. 55–58, Colorado Springs, Colo, USA, 2008.
  33. Q. Zhang and A. Liu, “An unequal redundancy level-based mechanism for reliable data collection in wireless sensor networks,” EURASIP Journal on Wireless Communications and Networking, vol. 2016, article 258, 2016. View at Publisher · View at Google Scholar
  34. Y. Gu and T. He, “Dynamic switching-based data forwarding for low-duty-cycle wireless sensor networks,” IEEE Transactions on Mobile Computing, vol. 10, no. 12, pp. 1741–1754, 2011. View at Publisher · View at Google Scholar · View at Scopus
  35. Y. Liu, M. Dong, K. Ota, and A. Liu, “ActiveTrust: secure and trustable routing in wireless sensor networks,” IEEE Transactions on Information Forensics and Security, vol. 11, no. 9, pp. 2013–2027, 2016. View at Publisher · View at Google Scholar · View at Scopus
  36. S. Vasuhi and V. Vaidehi, “Target tracking using interactive multiple model for wireless sensor network,” Information Fusion, vol. 27, pp. 41–53, 2016. View at Publisher · View at Google Scholar · View at Scopus