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FLCOR: Fuzzy Logic-based Cooperative Opportunistic Routing for Underwater Acoustic Sensor Networks

Published: 18 February 2017 Publication History

Abstract

Acoustic signal propagation over underwater acoustic sensor networks (UW-ASNs) is characterized by limited energy constraint sensor devices. The batteries of the sensor nodes which are deployed for UW-ASNs is difficult to replace or recharge while they are running out of energy. Consequently, an energy efficient routing protocol is essentially needed for UW-ASNs which can enhance the whole network lifetime. The opportunistic routing provides an emerging solution for UW-ASNs to improve the transmission reliability and the network throughput by the aid of neighboring nodes cooperation to relay the packet towards the surface sink. In this paper, a fuzzy logic-based cooperative opportunistic routing (FLCOR) protocol is proposed for UW-ASNs in which the source node firstly determine a forwarding relay set based on the depth information and then, we will apply a fuzzy logic-based relay selection (FLRS) scheme to select the best relay node from the forwarding relay set for each-hop transmission. In FLCOR protocol, the energy consumption ratio (ECR) and the packet delivery probability (PDP) of each neighbor node are used to select the best relay from the forwarding relay set. Consequently, the proposed scheme can provide maximum node advancement towards the surface sink and enhance the network stability. Our extensive simulation results reveal that the proposed FLCOR protocol outperforms the depth based routing (DBR) protocol in terms of network stability.

References

[1]
Pompili D., Melodia T., Akyildiz I.F., "Distributed routing algorithms for underwater acoustic sensor networks," IEEE Trans. on Wire. Comm. 9, 9 (Jul.2010), 2934--2944, DOI=10.1109/TWC.2010.070910.100145.
[2]
M. Zorzi, P. Casari, N. Baldo and A. F. Harris, "Energy-Efficient Routing Schemes for Underwater Acoustic Networks," IEEE Jour. on Sel. Areas in Comm. 26, 9 (Dec. 2008), p. 1754--1766.
[3]
H. Liu, B. Zhang, H. T. Mouftah, X. Shen and J. Ma, "Opportunistic routing for wireless ad hoc and sensor networks: Present and future directions," IEEE Communications Magazine 47, 12 (Dec. 2009), 103--109.
[4]
L. F. M. Vieira, "Performance and trade-offs of opportunistic routing in underwater networks," 2012 IEEE Wireless Communications and Networking Conference (WCNC), Shanghai, 1-4 April 2012, 2911--2915.
[5]
Akyildiz I. F., Pompili D., Melodia T., "Underwater acoustic sensor networks: research challenges," Ad Hoc Networks 3, 3 (May 2005), 257--279, http://dx.doi.org/10.1016/j.adhoc.2005.01.004.
[6]
L. Freitag, M. Grund, S. Singh, J. Partan, P. Koski and K. Ball, "The WHOI micro-modem: an acoustic communications and navigation system for multiple platforms," Proceedings of OCEANS 2005 MTS/IEEE, Washington, DC, 17-23 Sept. 2005,1086--1092.
[7]
T. Clausen and P. Jacquet, "Optimized Link State Routing Protocol (OLSR)," IETF RFC 3626, Oct. 2003.
[8]
Charles E. Perkins and Pravin Bhagwat, "Highly dynamic destination-sequenced distance-vector routing (dsdv) for mobile computers", in Proceedings of the Conference on Communications Architectures, Protocols and Applications -London England, September 1994, pp. 234--244, ACM.
[9]
C.E. Perkins, E.M. Royer, "Ad-Hoc on-demand distance vector routing," in Proceedings of the 2nd IEEE Workshop on Mobile Computing Systems and Applications (WMCSA), pp. 90--100, February, 1999, New Orleans, Alabama, USA.
[10]
David B. Johnson and David A. Maltz, "Dynamic Source Routing in Ad Hoc Wireless Networks," 353,1996, Mobile Computing,153--181.
[11]
Noh Y., Lee U., Lee S., Wang P., Vieira L. F.M, Choi J-H, Gerla M, Kim K., "HydroCast: Pressure routing for underwater sensor networks", IEEE Tran. on veh. Tech.65, 1 (January 2016), 333--347.
[12]
C. C. Hsu, H. H. Liu, J. L. Gomez G. and C. F. Chou, "Delay-Sensitive Opportunistic Routing for Underwater Sensor Networks," IEEE Sensors Journal 15, 11 (28 July 2015), 6584--6591.
[13]
Y. D. Chen, Y. W. Chen, C. Y. Lien and K. P. Shih, "A channel-aware depth-adaptive routing protocol for underwater acoustic sensor networks," OCEANS 2014 -TAIPEI, Taipei, 7-10 April 2014, 1--6
[14]
H. Yan, Z. J. Shi, and J. H. Cui. "DBR: depth-based routing for underwater sensor networks," NETWORKING 2008 Ad Hoc and Sensor Networks, Wireless Networks, Next Generation Internet, 72--86. Springer, 2008.
[15]
Y. Noh, U. Lee, P. Wang, B. S. C. Choi and M. Gerla, "VAPR: Void-Aware Pressure Routing for Underwater Sensor Networks," IEEE Tran. on Mobile Com. 12, 5 (27-Feb. 2012), 895--908.
[16]
T. Rappaport, Wireless Communications: Principles and Practice, 2nd ed. Boca Raton, FL, USA: CRC, 2002.

Cited By

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  • (2023)FL-SDUAN: A Fuzzy Logic-Based Routing Scheme for Software-Defined Underwater Acoustic NetworksApplied Sciences10.3390/app1302094413:2(944)Online publication date: 10-Jan-2023
  • (2023)Energy efficient fuzzy logic prediction-based opportunistic routing protocol (EEFLPOR) for wireless sensor networksPeer-to-Peer Networking and Applications10.1007/s12083-023-01516-716:5(2089-2102)Online publication date: 5-Jul-2023
  • (2021)Fuzzy Logic Implemented Routing Techniques for Underwater Wireless Sensor Networks2021 2nd International Conference for Emerging Technology (INCET)10.1109/INCET51464.2021.9456144(1-7)Online publication date: 21-May-2021
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cover image ACM Other conferences
ICCAE '17: Proceedings of the 9th International Conference on Computer and Automation Engineering
February 2017
365 pages
ISBN:9781450348096
DOI:10.1145/3057039
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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  • Macquarie U., Austarlia

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Published: 18 February 2017

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Author Tags

  1. Opportunistic routing
  2. energy consumption ratio
  3. forwarding relay set
  4. packet delivery probability
  5. transmission reliability

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Cited By

View all
  • (2023)FL-SDUAN: A Fuzzy Logic-Based Routing Scheme for Software-Defined Underwater Acoustic NetworksApplied Sciences10.3390/app1302094413:2(944)Online publication date: 10-Jan-2023
  • (2023)Energy efficient fuzzy logic prediction-based opportunistic routing protocol (EEFLPOR) for wireless sensor networksPeer-to-Peer Networking and Applications10.1007/s12083-023-01516-716:5(2089-2102)Online publication date: 5-Jul-2023
  • (2021)Fuzzy Logic Implemented Routing Techniques for Underwater Wireless Sensor Networks2021 2nd International Conference for Emerging Technology (INCET)10.1109/INCET51464.2021.9456144(1-7)Online publication date: 21-May-2021
  • (2021)Opportunistic Routing Protocols Based on Fuzzy Logic: Present and Future Directions2021 International Conference on Artificial Intelligence and Smart Systems (ICAIS)10.1109/ICAIS50930.2021.9395955(1055-1060)Online publication date: 25-Mar-2021
  • (2020)EEDOR: An Energy Efficient Depth-Based Opportunistic Routing Protocol for UWSNs2020 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)10.1109/CCECE47787.2020.9255687(1-6)Online publication date: 30-Aug-2020
  • (2019)Energy harvesting based routing protocol for underwater sensor networksPLOS ONE10.1371/journal.pone.021945914:7(e0219459)Online publication date: 17-Jul-2019

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