QoSRP: A Cross-Layer QoS Channel-Aware Routing Protocol for the Internet of Underwater Acoustic Sensor Networks

Quality of service (QoS)-aware data gathering in static-channel based underwater wireless sensor networks (UWSNs) is severely limited due to location and time-dependent acoustic channel communication characteristics. This paper proposes a novel cross-layer QoS-aware multichannel routing protocol called QoSRP for the internet of UWSNs-based time-critical marine monitoring applications. The proposed QoSRP scheme considers the unique characteristics of the acoustic communication in highly dynamic network topology during gathering and relaying events data towards the sink. The proposed QoSRP scheme during the time-critical events data-gathering process employs three basic mechanisms, namely underwater channel detection (UWCD), underwater channel assignment (UWCA) and underwater packets forwarding (UWPF). The UWCD mechanism finds the vacant channels with a high probability of detection and low probability of missed detection and false alarms. The UWCA scheme assigns high data rates channels to acoustic sensor nodes (ASNs) with longer idle probability in a robust manner. Lastly, the UWPF mechanism during conveying information avoids congestion, data path loops and balances the data traffic load in UWSNs. The QoSRP scheme is validated through extensive simulations conducted by NS2 and AquaSim 2.0 in underwater environments (UWEs). The simulation results reveal that the QoSRP protocol performs better compared to existing routing schemes in UWSNs.

[1]  Hoa Tran-Dang,et al.  Channel-aware cooperative routing in underwater acoustic sensor networks , 2019, Journal of Communications and Networks.

[2]  Muhammad Faheem,et al.  LRP: Link quality‐aware queue‐based spectral clustering routing protocol for underwater acoustic sensor networks , 2017, Int. J. Commun. Syst..

[3]  Muhammad Ayaz,et al.  Key Factors Involved in Pipeline Monitoring Techniques Using Robots and WSNs: Comprehensive Survey , 2018 .

[4]  J. Martin Leo Manickam,et al.  Energy Efficient Shortest Path Routing Protocol for Underwater Acoustic Wireless Sensor Network , 2018, Wirel. Pers. Commun..

[5]  Emad A. Felemban,et al.  Energy-delay tradeoffs for Underwater Acoustic Sensor Networks , 2013, 2013 First International Black Sea Conference on Communications and Networking (BlackSeaCom).

[6]  Dong Yue,et al.  An Energy-Efficient Reliable Data Transmission Scheme for Complex Environmental Monitoring in Underwater Acoustic Sensor Networks , 2016, IEEE Sensors Journal.

[7]  P. Casari,et al.  Exploiting the Bandwidth-Distance Relationship in Underwater Acoustic Networks , 2007, OCEANS 2007.

[8]  Zhigang Jin,et al.  DQELR: An Adaptive Deep Q-Network-Based Energy- and Latency-Aware Routing Protocol Design for Underwater Acoustic Sensor Networks , 2019, IEEE Access.

[9]  Yonina C. Eldar,et al.  Analog-to-Digital Cognitive Radio: Sampling, Detection, and Hardware , 2017, IEEE Signal Processing Magazine.

[10]  Ian F. Akyildiz,et al.  Cooperative spectrum sensing in cognitive radio networks: A survey , 2011, Phys. Commun..

[11]  Ming Yang,et al.  An Environment-Friendly Multipath Routing Protocol for Underwater Acoustic Sensor Network , 2017, J. Sensors.

[12]  Muhammad Faheem,et al.  Depth based routing protocol using smart clustered sensor nodes in underwater WSN , 2018, ICFNDS.

[13]  Hua Yu,et al.  Distance-Vector-Based Opportunistic Routing for Underwater Acoustic Sensor Networks , 2019, IEEE Internet of Things Journal.

[14]  Omprakash Kaiwartya,et al.  A reliable energy-efficient pressure-based routing protocol for underwater wireless sensor network , 2017, Wireless Networks.

[15]  Attiya Baqai,et al.  Effects of Modulation Scheme on Experimental Setup of RGB LEDs Based Underwater Optical Communication , 2019, Wirel. Pers. Commun..

[16]  Nadeem Javaid,et al.  Delay-Sensitive Routing Schemes for Underwater Acoustic Sensor Networks , 2015, Int. J. Distributed Sens. Networks.

[17]  J. I. Mararm,et al.  Energy Detection of Unknown Deterministic Signals , 2022 .

[18]  Anwar Khan,et al.  Reliability-Aware Cooperative Routing with Adaptive Amplification for Underwater Acoustic Wireless Sensor Networks , 2019, Symmetry.

[19]  Xiaohui Wei,et al.  RECRP: An Underwater Reliable Energy-Efficient Cross-Layer Routing Protocol † , 2018, Sensors.

[20]  Yousaf Bin Zikria,et al.  Internet of Things (IoT) Operating Systems Management: Opportunities, Challenges, and Solution , 2019, Sensors.

[21]  Syed Hassan Ahmed,et al.  Energy efficient chain based routing protocol for underwater wireless sensor networks , 2017, J. Netw. Comput. Appl..

[22]  Kiseon Kim,et al.  HydroCast: Pressure Routing for Underwater Sensor Networks , 2016, IEEE Transactions on Vehicular Technology.

[23]  Soumyasree Bera,et al.  Design of Spectrum Sensing System , 2018 .

[24]  Yousaf Bin Zikria,et al.  Data-driven intelligence in wireless networks: Issues, challenges, and solution , 2019, Trans. Emerg. Telecommun. Technol..

[25]  Azzedine Boukerche,et al.  Geographic and Opportunistic Routing for Underwater Sensor Networks , 2016, IEEE Transactions on Computers.

[26]  Iftekhar Ahmad,et al.  Acoustic sensor networks in the Internet of Things applications , 2018, Future Gener. Comput. Syst..

[27]  Kyung-Joon Park,et al.  EDOVE: Energy and Depth Variance-Based Opportunistic Void Avoidance Scheme for Underwater Acoustic Sensor Networks , 2017, Sensors.

[28]  Erik G. Larsson,et al.  Spectrum Sensing for Cognitive Radio : State-of-the-Art and Recent Advances , 2012, IEEE Signal Processing Magazine.

[29]  Muhammad Faheem,et al.  QERP: Quality-of-Service (QoS) Aware Evolutionary Routing Protocol for Underwater Wireless Sensor Networks , 2018, IEEE Systems Journal.

[30]  Guangjie Han,et al.  AREP: An asymmetric link-based reverse routing protocol for underwater acoustic sensor networks , 2017, J. Netw. Comput. Appl..

[31]  Ashraf A. M. Khalaf,et al.  A utilization of multiple antenna elements for matched filter based spectrum sensing performance enhancement in cognitive radio system , 2019, AEU - International Journal of Electronics and Communications.

[32]  Yousaf Bin Zikria,et al.  Internet of Things (IoT): Operating System, Applications and Protocols Design, and Validation Techniques , 2018, Future Gener. Comput. Syst..

[33]  Xu Chen,et al.  Topology Control for Energy-Efficient Localization in Mobile Underwater Sensor Networks Using Stackelberg Game , 2018, IEEE Transactions on Vehicular Technology.

[34]  Gulshan Kumar,et al.  Advanced Multiresolution Wavelet Based Wideband Spectrum Sensing Technique for Cognitive Radio , 2018, Wirel. Commun. Mob. Comput..

[35]  Gurkan Tuna,et al.  A survey on deployment techniques, localization algorithms, and research challenges for underwater acoustic sensor networks , 2017, Int. J. Commun. Syst..

[36]  Cheng Li,et al.  An energy-efficient relay node selection scheme for underwater acoustic sensor networks , 2015 .

[37]  Muhammad Faheem,et al.  EDHRP: Energy efficient event driven hybrid routing protocol for densely deployed wireless sensor networks , 2015, J. Netw. Comput. Appl..

[38]  Shengming Jiang,et al.  On Reliable Data Transfer in Underwater Acoustic Networks: A Survey From Networking Perspective , 2018, IEEE Communications Surveys & Tutorials.

[39]  Zhuo Wang,et al.  EODL: Energy Optimized Distributed Localization Method in three-dimensional underwater acoustic sensors networks , 2018, Comput. Networks.

[40]  Nadeem Javaid,et al.  The 6 th International Conference on Ambient Systems , Networks and Technologies ( ANT 2015 ) AEDG : AUV-aided E ffi cient Data Gathering Routing Protocol for Underwater Wireless Sensor Networks , 2015 .

[41]  Muhammad Faheem,et al.  Energy efficient multi-objective evolutionary routing scheme for reliable data gathering in Internet of underwater acoustic sensor networks , 2019, Ad Hoc Networks.

[42]  P. T. V. Bhuvaneswari Mohan,et al.  Advanced Spectrum Sensing Techniques , 2019 .

[43]  Guangjie Han,et al.  A Stratification-Based Data Collection Scheme in Underwater Acoustic Sensor Networks , 2018, IEEE Transactions on Vehicular Technology.

[44]  Roberto Petroccia,et al.  CARP: A Channel-aware routing protocol for underwater acoustic wireless networks , 2015, Ad Hoc Networks.

[45]  Abdul Wahid,et al.  Pressure Sensor Based Reliable (PSBR) Routing Protocol for Underwater Acoustic Sensor Networks , 2016, Ad Hoc Sens. Wirel. Networks.

[46]  Yousaf Bin Zikria,et al.  Opportunistic channel selection MAC protocol for cognitive radio ad hoc sensor networks in the internet of things , 2018, Sustain. Comput. Informatics Syst..