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新一代战斗机技术特征论证 被引量:2
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作者 张菁 何友 +1 位作者 彭应宁 李刚 《系统工程与电子技术》 EI CSCD 北大核心 2018年第8期1754-1759,共6页
新一代战斗机技术特征论证是提升装备体系效能、指导技术发展方向、支撑新战斗机型号论证的重要工作。运用数据科学的思想,将传统的逆向归纳论证方法与机器学习类比,分析指出了其应用于新一代战斗机技术特征论证时将存在样本依赖度高、... 新一代战斗机技术特征论证是提升装备体系效能、指导技术发展方向、支撑新战斗机型号论证的重要工作。运用数据科学的思想,将传统的逆向归纳论证方法与机器学习类比,分析指出了其应用于新一代战斗机技术特征论证时将存在样本依赖度高、时效性差、不可解释、易过拟合等缺陷;然后提出一种基于数学规划的论证方法,以体系下的任务、环境和对抗能力为约束,以成本为优化目标,求解技术特征;最后以美海军和俄空军六代机为例验证了方法的可行性。 展开更多
关键词 新一代战斗机 武器装备论证 数据科学 机器学习 数学规划 六代机
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High Performance Viterbi Decoder on Cell/B.E. 被引量:2
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作者 Lai Junjie Tang Jun +1 位作者 peng yingning Chen Jianwen 《China Communications》 SCIE CSCD 2009年第2期150-156,共7页
Viterbi decoding is widely used in many radio systems. Because of the large computation complexity, it is usually implemented with ASIC chips, FPGA chips, or optimized hardware accelerators. With the rapid development... Viterbi decoding is widely used in many radio systems. Because of the large computation complexity, it is usually implemented with ASIC chips, FPGA chips, or optimized hardware accelerators. With the rapid development of the multicore technology, multicore platforms become a reasonable choice for software radio (SR) systems. The Cell Broadband Engine processor is a state-of-art multi-core processor designed by Sony, Toshiba, and IBM. In this paper, we present a 64-state soft input Viterbi decoder for WiMAX SR Baseband system based on the Cell processor. With one Synergistic Processor Element (SPE) of a Cell Processor running at 3.2GHz, our Viterbi decoder can achieve the throughput up to 30Mb/s to decode the tail-biting convolutional code. The performance demonstrates that the proposed Viterbi decoding implementation is very efficient. Moreover, the Viterbi decoder can be easily integrated to the SR system and can provide a highly integrated SR solution. The optimization methodology in this module design can be extended to other modules on Cell platform. 展开更多
关键词 viterbi decoding WIMAX tail-biting CELL MULTI-CORE
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基于神经网络和人工势场的协同博弈路径规划 被引量:28
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作者 张菁 何友 +1 位作者 彭应宁 李刚 《航空学报》 EI CAS CSCD 北大核心 2019年第3期223-233,共11页
协同博弈路径规划是空战自主决策、机器人体育比赛等应用场景中的重要问题,其难点在于对环境对抗性反馈的实时自适应和多智能体的相互配合。提出一种基于神经网络和人工势场的协同博弈路径规划方法,使用反向传播(BP)神经网络自适应调整... 协同博弈路径规划是空战自主决策、机器人体育比赛等应用场景中的重要问题,其难点在于对环境对抗性反馈的实时自适应和多智能体的相互配合。提出一种基于神经网络和人工势场的协同博弈路径规划方法,使用反向传播(BP)神经网络自适应调整人工势场函数系数,并将人工势场作为神经网络输出端的特征提取。为解决真实样本质量和数量不足的问题,基于遗传算法仿真生成样本数据用于神经网络训练,并通过滚动时域的思路面向动态博弈优化样本性能。从样本数据中提炼出距离差与航向差以反映协同和博弈特性,利用神经网络的黑盒特性和学习能力解决协同博弈问题。应用于二对一反隐身超视距空战路径规划,比经典人工势场法有明显性能提升,且计算开销可接受,计算复杂度分析表明该方法可以较好扩展到多机对抗场景。 展开更多
关键词 协同博弈路径规划 仿真生成样本 神经网络 人工势场 遗传算法 滚动时域优化 超视距空战 反隐身
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PRF-ambiguity resolution for SAR by contrast minimization in range-Doppler domain
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作者 YU Mingcheng XU Jia peng yingning 《Frontiers of Electrical and Electronic Engineering in China》 CSCD 2007年第3期302-306,共5页
An algorithm was developed to accurately estimate the Doppler centroid,which is needed for high-quality synthetic aperture radar(SAR)image formation by resolving the SAR pulse repetition frequency(PRF)ambiguity.The al... An algorithm was developed to accurately estimate the Doppler centroid,which is needed for high-quality synthetic aperture radar(SAR)image formation by resolving the SAR pulse repetition frequency(PRF)ambiguity.The algorithm uses the SAR range migration to resolve the PRF-ambiguity by searching for a PRF-ambiguity number that minimizes the intensity contrast in the range-Doppler domain.Experimental results show that the approach,compared with traditional methods for resolving the SAR PRF ambiguity,is more suitable for both high contrast scenes such as urban areas and low contrast scenes such as mountains.Moreover,the approach is more computationally efficient for there are no time-consuming correlations or fast Fourier transform(FFT)operations needed in the range-Doppler domain and only part of the range cells are used in the calculation. 展开更多
关键词 SAR PRF-ambiguity resolution range migration range-Doppler domain scene contrast
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