Pilot Agent-Driven Wireless Acoustic Sensor Network for Uninterrupted Data Transmission

Authors

DOI:

https://doi.org/10.26636/jtit.2023.4.1322

Keywords:

agent technology, audio signal, multipath routing, partial topology, WASN

Abstract

Wireless acoustic sensor networks (WASN) usually demand uninterrupted and reliable data transmissions and an efficient path from the source nodes to the destination nodes, thus ensuring reliable delivery of sensitive or critical data with the use of multipath routing protocols. This paper presents a novel agent-driven WASN relying on a set of static and mobile agents. In the proposed technique, the location address is functioned into the operating node and the destination node. Calculations of the midpoint between the operating and the destination nodes are followed by identifying the shortest path based on a reference axis, using a mobile agent and a location address. Such an approach aims to ensure maximum utilization of the communicating paths. Based on the information concerning partial topology of the network, the destination node computes the weight factor and multiple paths using node distances, energy ratios and efficiencies of specific links. Then, the destination node selects the appropriate path from the multiple paths available, to transmit the data. This article also analyzes the performance of the proposed system with various parameters taken into consideration and shows its efficiency in comparison to other existing techniques.

Downloads

Download data is not yet available.

References

X. Ge, Q.L. Han, X.M. Zhang, L. Ding, and F. Yang, "Distributed Event-triggered Estimation over Sensor Networks: A Survey", IEEE Transactions on Cybernetics, vol. 50, no. 3, pp. 1306-1320, 2019. DOI: https://doi.org/10.1109/TCYB.2019.2917179

V. Jagota, M. Luthra, J. Bhola, A. Sharma, and M. Shabaz, "A Secure Energy-aware Game Theory (SEGaT) Mechanism for Coordination in WSANs", International Journal of Swarm Intelligence Research, vol. 13, no. 2, pp. 1-6, 2022. DOI: https://doi.org/10.4018/IJSIR.287549

D. Kandris, C. Nakas, D. Vomvas, and G. Koulouras, "Applications of Wireless Sensor Networks: An Up-to-date Survey", Applied System Innovation, vol. 3, no. 1, art. no. 14, 2020. DOI: https://doi.org/10.3390/asi3010014

Y. Wang, H. Wang, J. Xuan, and D.Y.C. Leung, "Powering Future Body Sensor Network Systems: A Review of Power Sources", Biosensors and Bioelectronics, vol. 166, art. no. 112410, 2020. DOI: https://doi.org/10.1016/j.bios.2020.112410

M. Farsi, M.A. Elhosseini, M. Badawy, H.A. Ali and H.Z. Eldin, "Deployment Techniques in Wireless Sensor Networks, Coverage and Connectivity: A Survey", IEEE Access, vol. 7, pp. 28940-28954, 2019. DOI: https://doi.org/10.1109/ACCESS.2019.2902072

T. Kiruthiga and N. Shanmugasundaram, „In-network Data Aggregation Techniques for Wireless Sensor Networks: A Survey", in: Computer Networks, Big Data and IoT, pp. 887-905, 2021. DOI: https://doi.org/10.1007/978-981-16-0965-7_68

R. Zagrouba and A. Kardi, "Comparative Study of Energy Efficient Routing Techniques in Wireless Sensor Networks", Information, vol. 12, no. 1, art. no. 42, 2021.

I.I. Shovon and S. Shin, „Survey on Multi-Path Routing Protocols of Underwater Wireless Sensor Networks: Advancement and Applications", Electronics, vol. 11, no. 21, art. no. 3467, 2022. DOI: https://doi.org/10.3390/electronics11213467

L.K. Ketshabetswe, A.M. Zungeru, M. Mangwala, J.M. Chuma, and B. Sigweni, "Communication Protocols for Wireless Sensor Networks: A Survey and Comparison", Heliyon, vol. 5, no. 5, 2019. DOI: https://doi.org/10.1016/j.heliyon.2019.e01591

M.S. Hossain, X. You, W. Xiao, J. Lu, and E. Song, "QoS-oriented Multimedia Transmission Using Multipath Routing", Future Generation Computer Systems, vol. 99, pp. 226-234, 2019. DOI: https://doi.org/10.1016/j.future.2019.04.006

A.S. Pillai and S. Hari, „Auto-Information Collection and Broadcast Model using Multi-Agents in VANETs", International Journal for Innovative Research in Science & Technology, vol. 4, no. 11, pp. 170-174, 2018.

N.T.T. Hang, N.C. Trinh, and N.T. Ban, "Energy Aware Event Driven Routing Protocol and Dynamic Delivering Scheme for Multievent Wireless Sensor Network", in: 2018 2nd International Conference on Recent Advances in Signal Processing, Telecommunications & Computing (SigTelCom), Ho Chi Minh City, Vietnam, 2018. DOI: https://doi.org/10.1109/SIGTELCOM.2018.8325795

A. Sestino, A.M. Peluso, C. Amatulli, and G. Guido, "Let Me Drive You! The Effect of Change Seeking and Behavioral Control in the Artificial Intelligence-based Self-driving Cars", Technology in Society, vol. 70, art. no. 102017, 2022. DOI: https://doi.org/10.1016/j.techsoc.2022.102017

A.F. Ali, R.H. Abdulah, and M.M. Mohamed, "Toward Developing Intelligent Mobile Obe System in Higher Learning Institution", International Journal of Scientific & Technology Research, vol. 9, no. 1, pp. 2508-2513, 2021.

F. Jahan, W. Sun, Q. Niyaz, and M. Alam, "Security Modeling of Autonomous Systems: A Survey", ACM Computing Surveys, vol. 52, no. 5, pp. 1-34, 2019. DOI: https://doi.org/10.1145/3337791

I. Jemili, D. Ghrab, A. Belghith, M. Mosbah, and S. Al-Ahmadi, "Cross-layer Multipath Approach for Critical Traffic in Duty-cycled Wireless Sensor Networks", Journal of Network and Computer Applications, vol. 191, art. no. 103154, 2021. DOI: https://doi.org/10.1016/j.jnca.2021.103154

S. Chaudhari, "A Survey on Multipath Routing Techniques in Wireless Sensor Networks", International Journal of Networking and Virtual Organizations, vol. 24, no. 3, pp. 267-328, 2021. DOI: https://doi.org/10.1504/IJNVO.2021.10038833

A.S. Alqahtani, "Improve the QoS Using Multi-Path Routing Protocol for Wireless Multimedia Sensor Network", Environmental Technology & Innovation, vol. 24, art. no. 101850, 2021. DOI: https://doi.org/10.1016/j.eti.2021.101850

A.A. Almazroi and M.A. Ngadi, "Packet Priority Scheduling for Data Delivery Based on Multipath Routing in Wireless Sensor Network", in: Computer Networks and Inventive Communication Technologies, pp. 59-81, 2021. DOI: https://doi.org/10.1007/978-981-15-9647-6_5

S.M. Chowdhury and A. Hossain, "Different Energy Saving Schemes in Wireless Sensor Networks: A Survey", Wireless Personal Communications, vol. 114, no. 3, pp. 2043-2062, 2020. DOI: https://doi.org/10.1007/s11277-020-07461-5

R. Zagrouba and A. Kardi, "Comparative Study of Energy Efficient Routing Techniques in Wireless Sensor Networks", Information, vol. 12, no. 1, art. no. 42, 2021.

S. Kim, B.S. Kim, K.H. Kim, and K.I. Kim, "Opportunistic Multipath Routing in Long-hop Wireless Sensor Networks", Sensors, vol. 19, no. 19, art. no. 4072, 2019. DOI: https://doi.org/10.3390/s19194072

S. Sharma, "A State of Art on Energy Efficient Multipath Routing in Wireless Sensor Networks", International Journal of Informatics and Communication Technology, vol. 7, no. 3, pp. 111-116, 2018. DOI: https://doi.org/10.11591/ijict.v7i3.pp111-116

K. Redjimi, M. Boulaiche, and M. Redjimi, "Agent-Based Modeling and Simulation for Geographic Routing Protocol in the Wireless Sensor Networks", in: 9th (Online) International Conference on Applied Analysis and Mathematical Modeling (ICAAMM21), Istanbul, Turkey, 2021 (ISBN: 9786056918148). DOI: https://doi.org/10.1007/978-3-030-73882-2_104

P. Ghadimi, F.G. Toosi, and C. Heavey, "A Multi-agent Systems Approach for Sustainable Supplier Selection and Order Allocation in a Partnership Supply Chain", European Journal of Operational Research, vol. 269, no. 1, pp. 286-301, 2018. DOI: https://doi.org/10.1016/j.ejor.2017.07.014

M. Le Breton et al., "Dense and Long-term Monitoring of Earth Surface Processes with Passive RFID: A review", Earth Science Reviews, vol. 234, art. no. 104225, 2022. DOI: https://doi.org/10.1016/j.earscirev.2022.104225

J. Li et al., "PSOTrack: A RFID-based System for Random Moving Objects Tracking in Unconstrained Indoor Environment", IEEE Internet of Things Journal, vol. 5, no. 6, pp. 4632-4641, 2018. DOI: https://doi.org/10.1109/JIOT.2018.2795893

G.T. Chavan and V. Srikanth, "An Effective Zone based Routing Protocols for MANET", International Journal of Advanced Trends in Computer Science and Engineering, vol. 8, no. 5, 2019. DOI: https://doi.org/10.30534/ijatcse/2019/26852019

M. Hirono, N. Niizeki, and D. Ji, System and Method for Noise Reduction in a Bar Code Signal, no. 20130193213, Justia, Patents, 2013 (https://patents.justia.com/patent/20130193213).

W. Wang, J. Wei, S. Zhao, Y. Li, and Y. Zheng, "Energy Efficiency Resource Allocation Based on Spectrum-power Tradeoff in Distributed Satellite Cluster Network", Wireless Networks, vol. 26, pp. 4389-4402, 2020. DOI: https://doi.org/10.1007/s11276-020-02349-5

R. Zagrouba and A. Kardi, "Comparative Study of Energy Efficient Routing Techniques in Wireless Sensor Networks", Information, vol.12, no. 1, art. no. 42, 2021. DOI: https://doi.org/10.3390/info12010042

S. Haryadi, "Telecommunication traffic unit and traffic mathematical model", in book: Telecommunication Traffic: Technical and Business Consideration, Lantip Safari Media, Indonesia, 2017. DOI: https://doi.org/10.31227/osf.io/jf5ry

Downloads

Published

2023-11-07

How to Cite

Ghosh, U., & Mondal, U. K. (2023). Pilot Agent-Driven Wireless Acoustic Sensor Network for Uninterrupted Data Transmission. Journal of Telecommunications and Information Technology, 4(4), 53–60. https://doi.org/10.26636/jtit.2023.4.1322

Issue

Section

ARTICLES FROM THIS ISSUE

Similar Articles

1 2 3 4 5 6 7 8 9 10 > >> 

You may also start an advanced similarity search for this article.