Adaptive and low-cost resource synchronization based on data distribution service in high dynamic networks

IF 4.4 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
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引用次数: 0

Abstract

In disaster-stricken areas monitoring, management, search, and rescue operations, unmanned aerial vehicles (UAVs) play a crucial role in disaster management and emergency communication due to their high mobility. To efficiently coordinate and plan UAVs and their carried sensor and base station resources, synchronization is essential to establish consistency, laying the foundation for high-level demands. In such scenarios, synchronization relies on request–response (RR) or publish–subscribe (PS) forms of information exchange. Existing research in the field typically focuses on higher-level applications and selects either RR or PS synchronization, thereby overlooking the potential advantages that could be gained from combining both methods to meet synchronization requirements. We propose a resource synchronization method based on the Data Distribution Service (DDS) and a linear time complexity subscription mechanism tailored to specific query demands, which considers the pros and cons of the above two information exchange forms and the bottom-layer network topology. Experimental results using open-source simulation tools demonstrate that the proposed method adapts to scene requirements and decreases bandwidth by at least 21.2% and packet rate by at least 3.7% compared to different baseline methods across three topologies, while satisfying delay and query success rate requirements. Furthermore, the method maintains robust performance in the face of dynamic changes in network topology, showcasing its robustness.

高动态网络中基于数据分发服务的自适应低成本资源同步
在受灾地区的监测、管理、搜索和救援行动中,无人飞行器(UAV)因其高机动性在灾害管理和应急通信中发挥着至关重要的作用。为了有效协调和规划无人飞行器及其携带的传感器和基站资源,同步对于建立一致性至关重要,这为高层次需求奠定了基础。在这种情况下,同步依赖于请求-响应(RR)或发布-订阅(PS)形式的信息交换。该领域的现有研究通常侧重于更高层次的应用,并选择 RR 或 PS 同步,从而忽略了将这两种方法结合起来以满足同步要求所能带来的潜在优势。我们提出了一种基于数据分发服务(DDS)的资源同步方法,以及针对特定查询需求量身定制的线性时间复杂度订阅机制,该方法考虑了上述两种信息交换形式和底层网络拓扑结构的利弊。使用开源仿真工具的实验结果表明,与三种拓扑结构的不同基线方法相比,所提出的方法能适应场景需求,在满足延迟和查询成功率要求的同时,带宽至少降低了 21.2%,数据包速率至少降低了 3.7%。此外,面对网络拓扑结构的动态变化,该方法仍能保持稳健的性能,显示了其鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Computer Networks
Computer Networks 工程技术-电信学
CiteScore
10.80
自引率
3.60%
发文量
434
审稿时长
8.6 months
期刊介绍: Computer Networks is an international, archival journal providing a publication vehicle for complete coverage of all topics of interest to those involved in the computer communications networking area. The audience includes researchers, managers and operators of networks as well as designers and implementors. The Editorial Board will consider any material for publication that is of interest to those groups.
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