基于中断策略的节点休眠系统的准时性研究OA
Research on the Punctuality of Node Sleeping System Based on Interruption Strategy
提高数据传输的确定性和实时通信能力是无线通信网络的重大挑战.为了提高数据传输的可预测性,同时保证无线网络中通过电池供电的节点的能耗,提出一种中断策略对系统的准时性进行研究.与传统的及时通信不同,论文研究了可以在准时接收范围内接收到数据包的数量.在这个准时通信框架中,将数据的传输过程建模为马尔可夫决策过程,通过理论分析得到了随机传输和中断策略的状态转移概率和奖励函数,并通过矩阵迭代算法得到了总期望奖励的理论值.结果表明,与传统及时通信的随机传输方案相比,所提出的中断策略可以有效提高系统的准时接收率.
Improving the deterministic and real-time communications capability of data transmission is a major challenge for wireless communications networks.To improve the predictability of data transmission while ensuring the energy consumption of nodes powered by batteries in wireless networks,an interruption strategy is proposed to investigate the punctuality of the system.Un-like traditional just-in-time communications,the number of packets that can be received within the just-in-time reception range is investigated.In this just-in-time communications framework,the data transmission process is modeled as a Markov decision pro-cess,the state transition probabilities and reward functions of the random transmission and interruption strategies are obtained by theoretical analysis,and the theoretical value of the total expected reward is obtained by a matrix iteration algorithm.The results show that the proposed interruption strategy can effectively improve the on-time reception rate of the system compared with the ran-dom transmission scheme of traditional just-in-time communications.
李岩;陈立诚;王伟
南京信息工程大学电子与信息工程学院 南京 210044南京信息工程大学电子与信息工程学院 南京 210044南京信息工程大学电子与信息工程学院 南京 210044
信息技术与安全科学
准时性节点休眠系统马尔可夫决策过程中断策略
punctualitynode sleeping systemMarkov decision processinterruption strategy
《计算机与数字工程》 2026 (4)
957-962,6
国家自然科学基金面上项目(编号:62071237)资助.
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