Cross Layer based Energy Aware and Packet Scheduling Algorithm for Wireless Multimedia Sensor Network
DOI:
https://doi.org/10.15837/ijccc.2023.2.4666Keywords:
Semi-Markov process, packet scheduling, Node congestion ratio, Cross layer approach, Wireless Multimedia Sensor NetworksAbstract
Video transmission using sensor networks plays a most significant role in industrial and surveillance applications. Multimedia transmission is also a challenging task in case of guaranteeing quality of service in conditions like limited bandwidth, high congestion, multi-hop routing, etc. Cross layer approach is carried out to handle multimedia transmission over sensor networks for improving network adaptivity. Cross layer based energy aware and packet scheduling algorithm is proposed here to reduce congestion ratio and to improve link quality between the routing nodes. Link quality estimation among nodes is done using Semi-Markov process. Node congestion rate is determined for identifying node’s data channel rate. Packet scheduling process determines the highly prioritized packets by using queue scheduler component thereby the active nodes are selected through link quality process and the packets are transmitted to sink based on prioritize level. Simulation analysis is carried out and the efficiency of the proposed mechanism is proved to be better while comparing with the conventional schemes.
References
Rosário, Denis, Rodrigo Costa, Aldri Santos, Torsten Braun, and Eduardo Cerqueira. "QoE-aware multiple path video transmission for wireless multimedia sensor networks." In Proc. Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos (SBRC), pp. 31-44. 2013.
Farooq, Muhammad Omer, Thomas Kunz, and Marc St-Hilaire. "Cross layer architecture for supporting multiple applications in wireless multimedia sensor networks." In 2011 7th International Wireless Communications and Mobile Computing Conference, pp. 388-393. IEEE, 2011.
https://doi.org/10.1109/IWCMC.2011.5982565
Alikhani, Shafagh, Thomas Kunz, Marc St-Hilaire, and Fei Richard Yu. "A central-networked cross-layer design framework for wireless sensor networks." In Proceedings of the 6th international wireless communications and mobile computing conference, pp. 301-305. 2010.
https://doi.org/10.1145/1815396.1815466
Mendes, Lucas DP, and Joel JPC Rodrigues. "A survey on cross-layer solutions for wireless sensor networks." Journal of Network and Computer Applications 34, no. 2 (2011): 523-534.
https://doi.org/10.1016/j.jnca.2010.11.009
Mingorance-Puga, Jose F., Gabriel Maciá-Fernández, António Grilo, and Nestor MC Tiglao. "Efficient multimedia transmission in wireless sensor networks." In 6th EURO-NGI Conference on Next Generation Internet, pp. 1-8. IEEE, 2010.
https://doi.org/10.1109/NGI.2010.5534472
Farooq, Muhammad Omer, Thomas Kunz, and Marc St-Hilaire. "Differentiated services architecture for QoS provisioning in wireless multimedia sensor networks." In 2011 IFIP Wireless Days (WD), pp. 1-3. IEEE, 2011.
https://doi.org/10.1109/WD.2011.6098184
Hussein, Wael Ali, Borhanuddin M. Ali, M. F. A. Rasid, and Fazirulhisyam Hashim. "Design and performance analysis of high reliability-optimal routing protocol for mobile wireless multimedia sensor networks." In 2017 IEEE 13th Malaysia International Conference on Communications (MICC), pp. 136-140. IEEE, 2017.
https://doi.org/10.1109/MICC.2017.8311747
Jing, Zhao, and Zeng Jian-Chao. "Delayed and non-delayed coverage-enhancing algorithm for wireless multimedia sensor networks." In 2012 International Conference on Computing, Measurement, Control and Sensor Network, pp. 187-190. IEEE, 2012.
https://doi.org/10.1109/CMCSN.2012.48
Hamid, Zara, and Faisal Bashir Hussain. "QoS in wireless multimedia sensor networks: a layered and cross-layered approach." Wireless personal communications 75, no. 1 (2014): 729-757.
https://doi.org/10.1007/s11277-013-1389-0
Wan, Zheng, Naixue Xiong, and Laurence T. Yang. "Cross-layer video transmission over IEEE 802.11 e multihop networks." Multimedia Tools and Applications 74, no. 1 (2015): 5-23.
https://doi.org/10.1007/s11042-013-1447-3
Jamshed, Muhammad Ali, Muhammad Farhan Khan, Khalid Rafique, Muhammad Imran Khan, Kashif Faheem, Syed Muslim Shah, and Anum Rahim. "An energy efficient priority based wireless multimedia sensor node dynamic scheduler." In 2015 12th International Conference on High-capacity Optical Networks and Enabling/Emerging Technologies (HONET), pp. 1-4. IEEE, 2015.
https://doi.org/10.1109/HONET.2015.7395435
Abbas, Nasim, and Fengqi Yu. "A Traffic Congestion Control Algorithm for Wireless Multimedia Sensor Networks." In 2018 IEEE SENSORS, pp. 1-4. IEEE, 2018.
https://doi.org/10.1109/ICSENS.2018.8589923
Zhou, Yuan, Wei Xiang, and Gengkun Wang. "Frame loss concealment for multiview video transmission over wireless multimedia sensor networks." IEEE Sensors Journal 15, no. 3 (2014): 1892-1901.
https://doi.org/10.1109/JSEN.2014.2366511
Aziz, Syed Mahfuzul, and Duc Minh Pham. "Energy efficient image transmission in wireless multimedia sensor networks." IEEE communications letters 17, no. 6 (2013): 1084-1087.
https://doi.org/10.1109/LCOMM.2013.050313.121933
Karthik, A., MazherIqbal, J.L. Efficient Speech Enhancement Using Recurrent Convolution Encoder and Decoder. Wireless Pers Commun 119, 1959-1973 (2021).
https://doi.org/10.1007/s11277-021-08313-6
Lin, Ting-Lan, Hua-Wei Tseng, Yangming Wen, Fu-Wei Lai, Ching-Hsuan Lin, and Chuan-Jia Wang. "Reconstruction algorithm for lost frame of multiview videos in wireless multimedia sensor network based on deep learning multilayer perceptron regression." IEEE Sensors Journal 18, no. 23 (2018): 9792-9801.
https://doi.org/10.1109/JSEN.2018.2865916
Osamy, Walid, Ahmed M. Khedr, Ahmed Salim, and Dharma P. Agrawal. "Sensor network node scheduling for preserving coverage of wireless multimedia networks." IET Wireless Sensor Systems 9, no. 5 (2019): 295-305.
https://doi.org/10.1049/iet-wss.2018.5119
Liu, Fang, Hang Lu, Ting Wang, and Yuanan Liu. "An Energy-Balanced Joint Routing and Charging Framework in Wireless Rechargeable Sensor Networks for Mobile Multimedia." IEEE Access 7 (2019): 177637-177650.
https://doi.org/10.1109/ACCESS.2019.2958268
El, Mohamed Ezz El Dien Abd, Aliaa AA Youssif, and Atef Zaki Ghalwash. "Energy aware and adaptive cross-layer scheme for video transmission over wireless sensor networks." IEEE Sensors Journal 16, no. 21 (2016): 7792-7802.
https://doi.org/10.1109/JSEN.2016.2601258
Jiao, Zhenghua, Lei Zhang, Miao Xu, Changxin Cai, and Jie Xiong. "Coverage Control Algorithm-Based Adaptive Particle Swarm Optimization and Node Sleeping in Wireless Multimedia Sensor Networks." IEEE Access 7 (2019): 170096-170105.
Additional Files
Published
Issue
Section
License
Copyright (c) 2023 JENILA L
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
ONLINE OPEN ACCES: Acces to full text of each article and each issue are allowed for free in respect of Attribution-NonCommercial 4.0 International (CC BY-NC 4.0.
You are free to:
-Share: copy and redistribute the material in any medium or format;
-Adapt: remix, transform, and build upon the material.
The licensor cannot revoke these freedoms as long as you follow the license terms.
DISCLAIMER: The author(s) of each article appearing in International Journal of Computers Communications & Control is/are solely responsible for the content thereof; the publication of an article shall not constitute or be deemed to constitute any representation by the Editors or Agora University Press that the data presented therein are original, correct or sufficient to support the conclusions reached or that the experiment design or methodology is adequate.
