Value of Information-Based Packet Scheduling Scheme for AUV-Assisted UASNs

被引:0
|
作者
Zhuo, Xiaoxiao [1 ]
Wu, Wen [2 ]
Tang, Liang [1 ]
Qu, Fengzhong [3 ]
Shen, Xuemin [4 ]
机构
[1] Chinese Acad Sci, Shanghai Inst Microsyst & Informat Technol, Shanghai 200050, Peoples R China
[2] Frontier Res Ctr, Peng Cheng Lab, Shenzhen 518055, Peoples R China
[3] Zhejiang Univ, Engn Res Ctr Ocean Sensing Technol & Equipment, Minist Educ, Zhoushan 316000, Peoples R China
[4] Univ Waterloo, Dept Elect & Comp Engn, Waterloo, ON, Canada
基金
中国国家自然科学基金;
关键词
Scheduling algorithms; Wireless communication; Heuristic algorithms; Collision avoidance; Data communication; Underwater acoustics; Propagation delay; Underwater acoustic sensor networks; packet scheduling; autonomous underwater vehicle; value of {information}; EFFICIENT DATA-COLLECTION; WIRELESS SENSOR NETWORKS; MEDIUM ACCESS; MAC PROTOCOL; UNDERWATER; LOCALIZATION; EQUALIZATION;
D O I
10.1109/TWC.2023.3337974
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, we propose a value of information (VoI)-based packet scheduling scheme (VBPS) in autonomous underwater vehicle (AUV)-assisted underwater acoustic sensor networks (UASNs), where AUVs act as mobile sensor nodes to collect data from areas not accessible to static nodes and then relay data via static nodes. VoI is a performance metric to measure the importance of data packets with different levels of urgency. The proposed scheme aims to avoid collision with the ongoing packet transmission of static nodes without their accurate global information. In specific, the static node localization stage and the topology construction stage are carried out to obtain the local information. Furthermore, the transmission scheduling stage is implemented to avoid packet collision and formulates a combinatorial optimization problem maximizing VoI under the constraint of packet collision avoidance. To solve this complicated problem, a low-complexity distributed search algorithm is proposed, which exploits the spatial-temporal reuse to establish data packet collision constraints and then determines the next-hop node and data transmission time for AUVs. In addition, a collaborative search algorithm is proposed to avoid packet collision among different AUVs by enabling collaboration among AUVs. Extensive simulation results under various scenarios demonstrate the superior performance of the proposed scheme.
引用
收藏
页码:7172 / 7185
页数:14
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