Table of Contents Author Guidelines Submit a Manuscript
Table of Contents Alerts

To receive news and publication updates for Journal of Sensors, enter your email address in the box below.

Journal of Sensors
Volume 2018 (2018), Article ID 1419843, 14 pages
https://doi.org/10.1155/2018/1419843
Research Article

BP Network Control for Resource Allocation and QoS Ensurance in UAV Cloud

Ang Gao,1 Yansu Hu,2 Lixin Li,1 and Xu Li1

1School of Electronics and Information, Northwestern Polytechnical University, Xi’an 710072, China
2School of Electronics and Control, Chang’an University, Xi’an 710064, China

Correspondence should be addressed to Ang Gao; nc.ude.upwn@gnaoag

Received 3 November 2017; Accepted 24 January 2018; Published 10 April 2018

Academic Editor: Raymond Swartz

Copyright © 2018 Ang Gao 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. G. Hu, W. P. Tay, and Y. Wen, “Cloud robotics: architecture, challenges and applications,” IEEE Network, vol. 26, no. 3, pp. 21–28, 2012. View at Publisher · View at Google Scholar · View at Scopus
  2. K. Kamei, S. Nishio, N. Hagita, and M. Sato, “Cloud networked robotics,” IEEE Network, vol. 26, no. 3, pp. 28–34, 2012. View at Publisher · View at Google Scholar · View at Scopus
  3. F. Luo, C. Jiang, S. Yu, J. Wang, Y. Li, and Y. Ren, “Stability of cloud-based UAV systems supporting big data acquisition and processing,” IEEE Transactions on Cloud Computing, no. 99, p. 1, 2017. View at Publisher · View at Google Scholar
  4. L. Tan, Z. Zhu, W. Zhang, and G. Chen, “An optimal solution to resource allocation among soft QoS traffic in wireless network,” International Journal of Communication Systems, vol. 27, no. 11, pp. 2642–2657, 2013. View at Publisher · View at Google Scholar · View at Scopus
  5. B. Li, X. Li, R. Zhang, W. Tang, and S. Li, “Joint power allocation and adaptive random network coding in wireless multicast networks,” IEEE Transactions on Communications, no. 99, p. 1, 2017. View at Publisher · View at Google Scholar · View at Scopus
  6. B. D. Winter and R. A. Swartz, “Wireless structural control using multi-step TDMA communication patterning bandwidth allocation,” Structural Control and Health Monitoring, vol. 24, no. 12, article e2025, 2017. View at Publisher · View at Google Scholar · View at Scopus
  7. A. Mengali, R. De Gaudenzi, and P.-D. Arapoglou, “Enhancing the physical layer of contention resolution diversity slotted ALOHA,” IEEE Transactions on Communications, vol. 65, no. 10, pp. 4295–4308, 2017. View at Publisher · View at Google Scholar · View at Scopus
  8. R. De Gaudenzi, O. Del Rio Herrero, G. Gallinaro, S. Cioni, and P.-D. Arapoglou, “Random access schemes for satellite networks, from VSAT to M2M: a survey,” International Journal of Satellite Communications and Networking, vol. 36, no. 1, pp. 66–107, 2018. View at Publisher · View at Google Scholar · View at Scopus
  9. N. Saxena, A. Roy, and J. Shin, “Dynamic duty cycle and adaptive contention window based QoS-MAC protocol for wireless multimedia sensor networks,” Computer Networks, vol. 52, no. 13, pp. 2532–2542, 2008. View at Publisher · View at Google Scholar · View at Scopus
  10. A. K. Subramanian and I. Paramasivam, “PRIN: a priority-based energy efficient MAC protocol for wireless sensor networks varying the sample inter-arrival time,” Wireless Personal Communications, vol. 92, no. 3, pp. 863–881, 2017. View at Publisher · View at Google Scholar · View at Scopus
  11. B. Jang, J. B. Lim, and M. L. Sichitiu, “An asynchronous scheduled mac protocol for wireless sensor networks,” Computer Networks, vol. 57, no. 1, pp. 85–98, 2013. View at Publisher · View at Google Scholar · View at Scopus
  12. M. Y. Naderi, P. Nintanavongsa, and K. R. Chowdhury, “RF-MAC: a medium access control protocol for re-chargeable sensor networks powered by wireless energy harvesting,” IEEE Transactions on Wireless Communications, vol. 13, no. 7, pp. 3926–3937, 2014. View at Publisher · View at Google Scholar · View at Scopus
  13. B. J. Chang and S. P. Chen, “Cross-layer-based adaptive congestion and contention controls for accessing cloud services in 5G IEEE 802.11 family wireless networks,” Computer Communications, vol. 106, pp. 33–45, 2017. View at Publisher · View at Google Scholar · View at Scopus
  14. Y. Özen, N. Bandrmal, and C. Baylmç, “Two tiered service differentiation mechanism for wireless multimedia sensor network MAC layers,” in 2015 23nd Signal Processing and Communications Applications Conference (SIU), pp. 2318–2321, Malatya, Turkey, 2015. View at Publisher · View at Google Scholar · View at Scopus
  15. M. Hadded, P. Muhlethaler, A. Laouiti, R. Zagrouba, and L. A. Saidane, “TDMA-based MAC protocols for vehicular ad hoc networks: a survey, qualitative analysis, and open research issues,” IEEE Communications Surveys & Tutorials, vol. 17, no. 4, pp. 2461–2492, 2015. View at Publisher · View at Google Scholar · View at Scopus
  16. H. A. Omar, W. Zhuang, and L. Li, “VeMAC: a TDMA-based MAC protocol for reliable broadcast in VANETs,” IEEE Transactions on Mobile Computing, vol. 12, no. 9, pp. 1724–1736, 2013. View at Publisher · View at Google Scholar · View at Scopus
  17. S. Khan, M. Alam, N. Müllner, and M. Fränzle, “Poster: a hybrid MAC scheme for emergency systems in urban VANETs environment,” in 2016 IEEE Vehicular Networking Conference (VNC), pp. 1-2, Columbus, OH, USA, 2016. View at Publisher · View at Google Scholar · View at Scopus
  18. Y. Guo, Q. Yang, and K. S. Kwak, “Quality-oriented rate control and resource allocation in time-varying OFDMA networks,” IEEE Transactions on Vehicular Technology, vol. 66, no. 3, pp. 2324–2338, 2017. View at Publisher · View at Google Scholar · View at Scopus
  19. A. Gao and Y. Hu, “A feedback approach for QoS-enhanced MAC in wireless sensor network,” Journal of Sensors, vol. 2016, Article ID 8365217, 12 pages, 2016. View at Publisher · View at Google Scholar · View at Scopus
  20. J. Du, C. Jiang, Y. Qian, Z. Han, and Y. Ren, “Resource allocation with video traffic prediction in cloud-based space systems,” IEEE Transactions on Multimedia, vol. 18, no. 5, pp. 820–830, 2016. View at Publisher · View at Google Scholar · View at Scopus
  21. N. Mastronarde, J. Modares, C. Wu, and J. Chakareski, “Reinforcement learning for energy-efficient delay-sensitive CSMA/CA scheduling,” in 2016 IEEE Global Communications Conference (GLOBECOM), pp. 1–7, Washington, DC, USA, 2016. View at Publisher · View at Google Scholar · View at Scopus
  22. L. Tan, Z. Zhu, F. Ge, and N. Xiong, “Utility maximization resource allocation in wireless networks: methods and algorithms,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 45, no. 7, pp. 1018–1034, 2015. View at Google Scholar
  23. K. Gai, M. Qiu, and H. Zhao, “Cost-aware multimedia data allocation for heterogeneous memory using genetic algorithm in cloud computing,” IEEE Transactions on Cloud Computing, no. 99, p. 1, 2016. View at Publisher · View at Google Scholar
  24. A. Verma and S. Kaushal, “A hybrid multi-objective particle swarm optimization for scientific workflow scheduling,” Parallel Computing, vol. 62, pp. 1–19, 2017. View at Publisher · View at Google Scholar · View at Scopus
  25. C. Wang and W.-H. Kuo, “A utility-based resource allocation scheme for IEEE 802.11 WLANs via a machine-learning approach,” Wireless Networks, vol. 20, no. 7, pp. 1743–1758, 2014. View at Publisher · View at Google Scholar · View at Scopus
  26. A. Benfarah, N. Laurenti, and S. Tomasin, “Resource allocation for downlink of 5G systems with OFDMA under secrecy outage constraints,” in 2016 IEEE Globecom Workshops (GC Wkshps), pp. 1–6, Washington, DC, USA, 2017. View at Publisher · View at Google Scholar · View at Scopus
  27. W. Chen and H. V. Poor, “Joint pushing and caching with a finite receiver buffer: optimal policies and throughput analysis,” in 2016 IEEE International Conference on Communications (ICC), pp. 1–6, Kuala Lumpur, Malaysia, 2016. View at Publisher · View at Google Scholar · View at Scopus
  28. L. Chen, B. Wang, X. Chen, X. Zhang, and D. Yang, “Utility-based resource allocation for mixed traffic in wireless networks,” in 2011 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), pp. 91–96, Shanghai, China, 2011. View at Publisher · View at Google Scholar · View at Scopus
  29. K. I. Funahashi, “On the approximate realization of continuous mappings by neural networks,” Neural Networks, vol. 2, no. 3, pp. 183–192, 1989. View at Publisher · View at Google Scholar · View at Scopus
  30. Z. Yan, M. Peng, and C. Wang, “Economical energy efficiency: an advanced performance metric for 5G systems,” IEEE Wireless Communications, vol. 24, no. 1, pp. 32–37, 2017. View at Publisher · View at Google Scholar · View at Scopus