# Intelligent Traffic Model for Unmanned Ground Vehicles Based on DSDV-AODV Protocol
## 2 Method
### Dsdv-Aodv
#### 2.3.1 Work Mechanism of the Protocol
The results from this study showed that the proposed combination of DSDV and AODV routing protocols improves the performance of the AODV protocol by reducing the average end-to-end delay and increasing the packet delivery ratio. Additionally, the simulation results revealed that the combination of DSDV and AODV reduces the overall amount of data transmitted in the network. This reduces the overall load on the network and helps to improve the performance of the VANETs. Therefore, the proposed combination of routing protocols has the potential to improve the performance of VANETs implemented in intelligent traffic lights. ###### Acknowledgements. **Author Contributions:** Methodology, A.M.A. ; Software, P.S.J. and I.I.A. ; Supervisor, M.A.N. All authors have read and agreed to the published version of the manuscript. This research received no external funding. **Institutional Review Board Statement:** Not applicable. **Informed Consent Statement:** Not applicable. **Data Availability Statement:** Not applicable. **Conflicts of Interest:** The authors declare no conflict of interest. ## References

* (1) [PERSON]; [PERSON] TSR-YOLO: A Chinese Traffic Sign Recognition Algorithm for Intelligent Vehicles in Complex Scenes. **2023**, _23_, 749. [CrossRef] [PubMed]
* (2) [PERSON]; [PERSON]; [PERSON] Traffic Signal Control Using Hybrid Action Space Deep Reinforcement Learning. _Sensors_**2021**, 21, 2302. [CrossRef] [PubMed]
* (3) [PERSON] Multi-Agent System for Intelligent Urban Traffic Management Using Wireless Sensor Networks Data. _Sensors_**2021**, _22_, 208. [CrossRef] [PubMed]
* (4) [PERSON]; [PERSON] [PERSON]; [PERSON]; [PERSON]; [PERSON] Life Time Enhancement of Wireless Sensor Network for Vanet. EasyChair Preprint no. 2952. Available online: [[https://easychair.org/publications/preprint/Mwf6](https://easychair.org/publications/preprint/Mwf6)]([https://easychair.org/publications/preprint/Mwf6](https://easychair.org/publications/preprint/Mwf6)) (accessed on 15 February 2023). * (5) [PERSON]; [PERSON] Analysis of Various Routing Protocol for VANET. In _Cyheretics, Cognition and Machine Learning Applications_; Springer: Berlin/Heidelberg, Germany, 2020; pp. 315-325. * (6) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] A comprehensive review of computing paradigms, enabling computation offloading and task execution in vehicular networks. _IEEE Access_**2022**, _10_, 3580-3600. [CrossRef]
* (7) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Content distribution in a VANET using InterPlanetary file system. _Wirel. Networks_**2022**, _29_, 129-146. [CrossRef]* [PERSON] et al. (2020) [PERSON]; [PERSON]; [PERSON] Evaluation DSDV, AODV and OLSR routing protocols in real live by using SUMO with NS3 simulation in VANET. In Proceedings of the 2020 International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA), Ankara, Turkey, 26-28 June 2020; pp. 1-5. * [PERSON] and [PERSON] (2021) [PERSON]; [PERSON] [PERSON] Comparative analysis of proactive and reactive routing protocols in VANET environment. _Meas. Sens._**2021**, _16_, 100051. [CrossRef]
* [PERSON] et al. (2020) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] A review of routing protocols for vehicular ad-hoc networks (VANETs). In Proceedings of the 2020 8 th International Conference on Information and Communication Technology (ICoICT), Yogyakarta, Indonesia, 24-26 June 2020; pp. 1-7. * [PERSON] et al. (2020) [PERSON]; [PERSON]; [PERSON] [PERSON]; [PERSON]; [PERSON] Simu5g-an onnet++ library for end-to-end performance evaluation of 5g networks. _IEEE Access_**2020**, \(8\), 181176-181191. [CrossRef]
* [PERSON] et al. (2020) [PERSON]; [PERSON]; [PERSON]; [PERSON] Large-scale simulations manager tool for OmNet++: Expediting simulations and post-processing analysis. _IEEE Access_**2020**, \(8\), 159291-159306. [CrossRef]
* [PERSON] et al. (2021) [PERSON]; [PERSON]; [PERSON] Performance Evaluation of WBANs MAC Protocols in Different dBm and OMNet++. _J. Intell. Syst. Theory Appl._**2021**, \(4\), 1-7.