## 3 Design of SROA
### SROA Protocol Description
* (12) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Integrating Localization and Energy-Awareness: A Novel Geographic Routing Protocol for Underwater Wireless Sensor Networks. _Mob. Netw. Appl._**2018**, _23_, 1427-1435. [CrossRef]
* (13) [PERSON]; [PERSON] An Efficient Opportunistic Routing Based on Prediction for Nautical Wireless Ad Hoc Networks. _J. Mar. Sci. Eng._**2022**, _10_, 789. [CrossRef]
* (14) [PERSON]; [PERSON]; [PERSON]; [PERSON]. Geographic and Opportunistic Routing for Underwater Sensor Networks. _IEEE Trans. Comput._**2016**, _65_, 548-561. [CrossRef]* [PERSON] et al. (2020) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Bidirectional Prediction-Based Underwater Data Collection Protocol for End-Edge-Cloud Orchestrated System. _IEEE Trans. Ind. Inform._**2020**, _16_, 4791-4799. [CrossRef]
* [PERSON] et al. (2002) [PERSON]; [PERSON]; [PERSON] A taxonomy of wireless micro-sensor network models. _ACM SIGMOBILE Mob. Comput. Commun. Rev._**2002**, \(6\), 28-36. [CrossRef]
* [PERSON] et al. (2017) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Dunking the Data Center. _IEEE Spectrum_**2017**, _54_, 26-31. [CrossRef]
* [PERSON] et al. (2021) [PERSON]; [PERSON]; [PERSON]; [PERSON] Q-learning-Based Opportunistic Routing with an on-site architecture in UASNs. _Ad Hoc Netw._**2021**, _119_, 102553. [CrossRef]
* [PERSON] et al. (2002) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Elite Oppositional Farmland Fertility Optimization Based Node Localization Technique for Wireless Networks. _Wirel. Commun. Mob. Comput._**2022**, _2022_, 5290028. [CrossRef]
* [PERSON] et al. (2009) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] 3D Underwater Sensor Network Localization. _IEEE Trans. Mob. Comput._**2009**, \(8\), 1610-1621. [CrossRef]
* [PERSON] et al. (2014) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] A Survey on MAC Protocols for Underwater Wireless Sensor Networks. _IEEE Commun. Surv. Tutor._**2014**, _16_, 1433-1447. [CrossRef]
* [PERSON] et al. (2020) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Cellular Clustering-Based Interference-Aware Data Transmission Protocol for Underwater Acoustic Sensor Networks. _IEEE Trans. Veh. Technol._**2020**, _69_, 3217-3230. [CrossRef]
* [PERSON] (2021) [PERSON] Underwater Acoustic Sensor Networks With Cost Efficiency for Internet of Underwater Things. _IEEE Trans. Ind. Electron._**2021**, _68_, 1707-1716. [CrossRef]
* [PERSON] et al. (2016) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] A Joint Time Synchronization and Localization Design for Mobile Underwater Sensor Networks. _IEEE Trans. Mob. Comput._**2016**, _15_, 530-543. [CrossRef]
* [PERSON] et al. (2018) [PERSON]; [PERSON]; [PERSON]. Modeling power control and anypath routing in underwater wireless sensor networks. In Proceedings of the 2018 IEEE Wireless Communications and Networking Conference (WCNC), Barcelona, Spain, 15-18 April 2018; pp. 1-6. * [PERSON] (2022) [PERSON] Reinforcement learning in practice: Opportunities and challenges. _arXiv_**2022**, arXiv:2202.11296. * [PERSON] et al. (2020) [PERSON]; [PERSON]; [PERSON] A Gentle Introduction to Reinforcement Learning and its Application in Different Fields. _IEEE Access_**2020**, \(8\), 209320-209344. [CrossRef]
* [PERSON] et al. (2019) [PERSON]; [PERSON]; [PERSON]; [PERSON] DQELR: An Adaptive Deep Q-Network-Based Energy- and Latency-Aware Routing Protocol Design for Underwater Acoustic Sensor Networks. _IEEE Access_**2019**, \(7\), 9091-9104. [CrossRef]
* [PERSON] et al. (2020) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]. iK-means: An improvement of the iterative \(k\)-means partitioning algorithm. In Proceedings of the 12 th International Conference on Knowledge and Systems Engineering (KSE), Can Tho City, Vietnam, 12-14 November 2020; pp. 300-305. * [PERSON] and [PERSON] (2021) [PERSON]; [PERSON] [PERSON] A Balanced Routing Protocol Based on Machine Learning for Underwater Sensor Networks. _IEEE Access_**2021**, \(9\), 152082-152097. [CrossRef]
* The Network Simulator-rs-3.