Selective Reliability: Enhancing Data Transmission in VANETs Through Clustering

R. Shiddharthya, Dr R. Gunavathib aResearch Scholar, Department of Computer Applications, Sree Saraswathi Thyagaraja College, Pollachi, India bAssociate Professor, Department of Computer Applications, Sree Saraswathi Thyagaraja College, Pollachi, India ashiddharthy@gmail.com, bgunaganesh2001@gmail.com

Authors

  • R. Shiddharthya Sree Saraswathi Thyagaraja College, Pollachi Author

Keywords:

VANET, MANET, QoS, ; Reliable communication, cluster communication

Abstract

Vehicular Ad hoc Network (VANET) is a subset of Mobile Ad hoc Networks (MANETs) that functions as a self-organized system composed of vehicles equipped with On-Board Units (OBUs) for short-range communication. These units enable vehicles to communicate with one another in their vicinity. VANETs primarily depend on extensive broadcast transmissions to share messages regarding traffic conditions, collisions, and other relevant information. However, this redundancy can hinder inter-vehicle communication and exacerbate issues like rebroadcasting, particularly in collision scenarios. As the number of vehicles increases, the volume of message transmission also rises significantly, creating a challenge known as the broadcast storm. This issue can be mitigated by the proposed Selective Reliable Communication (SRC) Protocol, which enhances reliable communication by retransmitting packets to minimize overall transmission while maintaining an acceptable level of Quality of Service (QoS). The SRC protocol identifies vehicle clusters as "Zones of Interest" and forwards packets to cluster heads, which then relay them to cluster members. As a result, the SRC protocol demonstrates superior performance compared to existing protocols, achieving improvements in throughput, Packet Delivery Ratio (PDR), and average delay.

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Author Biography

  • R. Shiddharthya, Sree Saraswathi Thyagaraja College, Pollachi

    R. Shiddharthya,
    Research Scholar, Department of Computer Applications, Sree Saraswathi Thyagaraja College, Pollachi, India

References

Mchergui, A., Moulahi, T., & Nasri, S. (2019, June). Relay Selection Based on Deep Learning for Broadcasting

in VANET. In 2019 15th International Wireless Communications & Mobile Computing Conference (IWCMC) (pp. 865-870). IEEE.

Jia, K., Hou, Y., Niu, K., Dong, C., & He, Z. (2019). The delay-constraint broadcast combined with resource

reservation mechanism and field test in VANET. IEEE Access, 7, 59600-59612.

Das, D., & Misra, R. (2020). EASBVN: efficient approximation scheme for broadcasting in vehicular networks.

Wireless Networks, 1-11.

Li, S., Liu, Y., & Wang, J. (2019). An efficient broadcast scheme for safety-related services in distributed

TDMA-based VANETs. IEEE Communications Letters, 23(8), 1432-1436.

Mchergui, A., Moulahi, T., Othman, M. T. B., & Nasri, S. (2020). Enhancing VANETs Broadcasting

Performance with Mobility Prediction for Smart Road. Wireless Personal Communications, 1-13. Ramalingam, M., & Thangarajan, R. (2020). Mutated k-means algorithm for dynamic clustering to perform

effective and intelligent broadcasting in medical surveillance using selective reliable broadcast protocol in

VANET. Computer Communications, 150, 563-568.

Lin, Z., Sun, Y., Tang, Y., & Liu, Z. (2020). An efficient message broadcasting MAC protocol for VANETs.

Wireless Networks, 26(8), 6043-6057.

Mchergui, A., Moulahi, T., & Nasri, S. (2020). BaaS: Broadcast as a service cross-layer learning-based approach

in cloud assisted VANETs. Computer Networks, 182, 107468.

Selvi, M., & Ramakrishnan, B. (2020). Lion optimization algorithm (LOA)-based reliable emergency message

broadcasting system in VANET. Soft Computing, 24(14), 10415-10432.

Naderi, M., Zargari, F., & Ghanbari, M. (2019). Adaptive beacon broadcast in opportunistic routing for

VANETs. Ad Hoc Networks, 86, 119-130.

Srivastava, A., Prakash, A., & Tripathi, R. (2020). Location based routing protocols in VANET: Issues and

existing solutions. Vehicular Communications, 23, 100231.

Hamdi, M. M., Audah, L., Rashid, S. A., Mohammed, A. H., Alani, S., & Mustafa, A. S. (2020, June). A review

of applications, characteristics and challenges in vehicular ad hoc networks (VANETs). In 2020 International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA) (pp. 1-7). IEEE.

Benrhaiem, W., Hafid, A. S., & Sahu, P. K. (2016, May). Multi-hop reliability for broadcast-based VANET in

city environments. In 2016 IEEE International Conference on Communications (ICC) (pp. 1-6). IEEE.

Selvi, M., & Ramakrishnan, B. (2018, October). An efficient message prioritization and scheduled partitioning

technique for emergency message broadcasting in VANET. In 2018 3rd International Conference on Communication and Electronics Systems (ICCES) (pp. 776-781). IEEE.

Pramuanyat, N., Nakorn, K. N., Kawila, K., & Rojviboonchai, K. (2016, July). LARB: Location-aware reliable

broadcasting protocol in VANET. In 2016 13th International Joint Conference on Computer Science and Software Engineering (JCSSE) (pp. 1-6). IEEE.

Oliveira, R., Montez, C., Boukerche, A., & Wangham, M. S. (2017). Reliable data dissemination protocol for

VANET traffic safety applications. Ad Hoc Networks, 63, 30-44.

Ramalingam, M., & Thangarajan, R. (2017). Weight Value Based Clustering for Dissemination of Emergency

Message with Selective Reliable Broadcasting in VANETs. Asian Journal of Research in Social Sciences and Humanities, 7(1), 492-500.

Abbasi, H. I., Voicu, R. C., Copeland, J., & Chang, Y. (2019). Towards fast and reliable multi-hop routing in

VANETs. IEEE Transactions on Mobile Computing.

Sattar, S., Qureshi, H. K., Saleem, M., Mumtaz, S., & Rodriguez, J. (2018). Reliability and energy-efficiency

analysis of safety message broadcast in VANETs. Computer Communications, 119, 118-126

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Published

01-10-2024

How to Cite

Selective Reliability: Enhancing Data Transmission in VANETs Through Clustering: R. Shiddharthya, Dr R. Gunavathib aResearch Scholar, Department of Computer Applications, Sree Saraswathi Thyagaraja College, Pollachi, India bAssociate Professor, Department of Computer Applications, Sree Saraswathi Thyagaraja College, Pollachi, India ashiddharthy@gmail.com, bgunaganesh2001@gmail.com. (2024). Academic Research Journal of Science and Technology (ARJST), 1(02), 32-43. https://publications.ngmc.ac.in/journal/index.php/arjst/article/view/17