Abstract
According to some related characteristics of wireless multimedia sensor networks (WMSNs), an improved real-time routing protocol (SPEED-RR) with QoS guarantee based on the SPEED protocol is designed, which is mainly used to make an effective compromise between real-time and energy cost so as to ensuring the real-time performance of QoS. In the process of routing discovery, this protocol takes full account of the residual energy of two-hop neighbor nodes, and avoids the occurrence of “routing void” and “rate void”. At the same time, for different services, a control method based on the node sending, receiving data rate and cache queue length is adopt to distinguish the congestion control. In order to make the protocol better applicable in the system, exploring the real-time transmission and energy characteristics of data is necessary, a better routing mechanism is proposed to improve the performance of these two aspects. NS-2 simulation platform is selected to simulate and analyze the improved protocol. Experimental results show that the proposed SPEED-RR protocol can effectively reduce energy consumption, reduce transmission delay, and prolong the network life time.
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References
Rubel MSI, Kandil N, Hakem N, et al. (2018) Clustering approach delay sensitive application in wireless sensor network (WSN) [C]. IEEE International Conference on Telecommunications & Photonics, pp 82–86
Guañamoya J, Sánchezalmeida T, Salgadoreyes N (2018) Measurement of agricultural parameters using wireless sensor network (WSN) [C]. American Institute of Physics Conference Series, pp 1–13
Qian P, Dong E, Xu J, et al (2015) Multipath routing protocol based on congestion control mechanism implemented by cross-layer design concept for WSN [C]. IEEE International Conference on Computational Science & Engineering, pp 378–384
Farzaneh N, Yaghmaee MH (2015) An adaptive competitive resource control protocol for alleviating congestion in wireless sensor networks: an evolutionary game theory approach[J]. Wirel Pers Commun 82(1):123–142
Javaid S, Fahim H, Hamid Z et al (2016) Traffic-aware congestion control (TACC) for wireless multimedia sensor networks[J]. Multimed Tools Appl 77(11):1–20
Anasane AA, Satao RA (2016) A survey on various multipath routing protocols in wireless sensor networks [J]. Proc Comput Sci 79:610–615
Sabbagh P, Alaei M, Yazdanpanah F (2016) A priority based method for congestion control in wireless multimedia sensor networks [C]. Eighth International Conference on Information & Knowledge Technology, pp 177–182
Ghadi M, Laouamer L, Moulahi T (2016) Securing data exchange in wireless multimedia sensor networks: perspectives and challenges[J]. Multimed Tools Appl 75(6):3425–3451
Maria S, Tom W (2018) Energy-efficient medium access control and routing protocol for multihop wireless sensor networks[J]. IET Wireless Sens Syst 8(3):99–108
Wei D, Tang L, Ji S (2016) Optimizing routing based on congestion control for wireless sensor networks[J]. Wirel Netw 22(3):915–925
Razzaq A, Khedr A M, Aghbari Z A (2018) A Redundancy-Aware Face Structure for Wireless Sensor Networks[C]. 2018 8th International Conference on Computer Science and Information Technology (CSIT), pp 38–42
Jingya M, Yan Z, Songxiang Y et al (2018) Study on key management scheme for heterogeneous wireless sensor networks[J]. High Technol Lett 24(4):9–16
Wei K, Song G, Li X et al (2016) Congestion control in social-based sensor networks: a social network perspective[J]. Peer-to-Peer Networking and Applications 9(4):681–691
Lee C, Lee GK (2016) An alpha cut ( α - cut ) filter-based proxy caching control for wireless coverage streaming services[J]. Wirel Pers Commun 86(1):35–55
Farooq MO, Kunz T (2016) Impact of route length on the performance of routing and flow admission control algorithms in wireless sensor networks[J]. Iet Wireless Sens Syst 6(1):10–16
Gholipour M, Haghighat AT, Meybodi MR (2015) Hop-by-hop traffic-aware routing to congestion control in wireless sensor networks[J]. EURASIP J Wirel Commun Netw 2015(1):1–13
Praghash K, Ravi R (2019) An enhanced Steiner hierarchy (E-SH) protocol to mitigate the bottleneck in wireless sensor networks (WSN)[J]. Wirel Pers Commun 105(9):1285–1308
Meena U, Sharma A (2018) Secure key agreement with rekeying using FLSO routing protocol in wireless sensor network[J]. Wirel Pers Commun 101(3):1–23
Moghadam MN, Taheri H, Karrari M (2015) Multi-class multipath routing protocol for low power wireless networks with heuristic optimal load distribution[J]. Wirel Pers Commun 82(2):861–881
Kalnoor G, Agarkhed J (2016) QoS based multipath routing for intrusion detection of sinkhole attack in wireless sensor networks[C]. International Conference on Circuit, pp 1–6
Rezaee AA, Pasandideh F (2018) A fuzzy congestion control protocol based on active queue Management in Wireless Sensor Networks with medical applications[J]. Wirel Pers Commun 98(1):815–842
Hajji FE, Leghris C, Douzi K (2018) Adaptive routing protocol for lifetime maximization in multi-constraint wireless sensor networks[J]. Journal of Commun Inf Networks 3(1):67–83
Pourakbar H, Ghaffari A (2018) Reliable and real-time end-to-end delivery protocol in wireless sensor networks[J]. World Appl Sci J 14(2):256–263
Gholipour M, Haghighat AT, Meybodi MR (2018) Congestion avoidance in cognitive wireless sensor networks using TOPSIS and response surface methodology[J]. Telecommun Syst 67(2):1–19
Tabatabaei S, Omrani MR (2018) Proposing a method for controlling congestion in wireless sensor networks using comparative fuzzy logic[J]. Wirel Pers Commun 100(11):1–18
Gogoi P, Bhattacharyya DK, Borah B et al (2018) A survey of outlier detection methods in network anomaly identification[J]. Comput J 54(4):570–588
Sofi SA, Mir RN (2018) Natural algorithm based adaptive architecture for underwater wireless sensor networks[C]. International Conference on Wireless Communications, pp 2343–2346
Gani SMO, Fallah YP, Bansal G et al (2018) A study of the effectiveness of message content, length, and rate control for improving map accuracy in automated driving systems[J]. IEEE Trans Intell Transp Syst:1–16
Ahmed A, Ashraf U, Tunio F, Abu Bakar K, al-Zahrani MS (2018) Stealth jamming attack in WSNs: effects and countermeasure[J]. IEEE Sensors J 18:7106–7113
Khalid M, Yue C, Ahmad N et al (2018) Radius-based multipath courier node routing protocol for acoustic communications[J]. Iet Wireless Sens Syst 8(4):183–189
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This work was supported by the Building of Network Engineering Maker Lab, Quality Engineering Projects of Anhui Province (No. 2015ckjh101), Key scientific research project of Suzhou University in 2017 (No. 2017yzd19).
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This article is part of the Topical Collection: Special Issue on Fog/Edge Networking for Multimedia Applications
Guest Editors: Yong Jin, Hang Shen, Daniele D'Agostino, Nadjib Achir, and James Nightingale
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Yu, Z., Lu, B. A multipath routing protocol using congestion control in wireless multimedia sensor networks. Peer-to-Peer Netw. Appl. 12, 1585–1593 (2019). https://doi.org/10.1007/s12083-019-00802-7
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DOI: https://doi.org/10.1007/s12083-019-00802-7