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基于POMDP的主动雷达制导弹干扰措施优化方法 被引量:2
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作者 张翔 吴华 +2 位作者 陈游 宋海方 周一鹏 《空军工程大学学报(自然科学版)》 CSCD 北大核心 2018年第5期90-96,共7页
以主动雷达弹对抗为背景,研究了单平台机载电子对抗资源的调度问题。为解决导弹导引头状态观测不确定性问题,引入部分可观测马尔科夫决策过程(POMDP)理论,分析了POMDP模型的要素,建立了针对主动雷达制导导弹的干扰资源优化POMDP模型,并... 以主动雷达弹对抗为背景,研究了单平台机载电子对抗资源的调度问题。为解决导弹导引头状态观测不确定性问题,引入部分可观测马尔科夫决策过程(POMDP)理论,分析了POMDP模型的要素,建立了针对主动雷达制导导弹的干扰资源优化POMDP模型,并利用最优策略可达空间的连续近似法(SARSOP)进行求解。将电子支援措施(ESM)的观测值输出与电子干扰措施(ECM)的优化策略相结合,提出了一种基于POMDP的电子对抗资源实时调度优化算法。仿真结果表明,该方法能够实现目标状态不确定情况下的干扰资源有效调度,相比现有的调度策略,可以使导引头更多维持在搜索状态,更少停留在稳定跟踪状态。 展开更多
关键词 主动雷达制导导弹 干扰资源优化 部分可观测马氏决策过程 最优策略可达空间的连续近似法
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Channel Allocation and Relay Selection Scheme in Relay-Based Networks
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作者 吴荻 朱刚 艾渤 《China Communications》 SCIE CSCD 2013年第4期101-112,共12页
It has been demonstrated that either Channel Allocation (CA) or Relay Selection (RS) can improve the performance in relaying networks separately. However, there is little work concerning their combination in multi... It has been demonstrated that either Channel Allocation (CA) or Relay Selection (RS) can improve the performance in relaying networks separately. However, there is little work concerning their combination in multi-cell uplink scenarios. In this paper, we investigate the issue which considers the CA and RS to optimize the system transmission rate in an uplink scenario, while maintaining the resource distribution fairness among users. This is first formulated as an optimization problem for a linear cellular system, where the same frequency channels can be reused in different cells. Based on the link and co-channel interference conditions, two low-complexity CA and RS schemes are then proposed with different decomposition se quences. Finally, numerical results are con ducted to verify the effectiveness of the pro posed CA and RS methods. Simulations re suits show that the proposed methods can yield significant improvements in system per formance in terms of average sum rate. 展开更多
关键词 channel allocation linear net-work optimization relay selection
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