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排序方式: 共有90条查询结果,搜索用时 187 毫秒
21.
Lin Cheng Zhenbo Wang Fanghua Jiang Junfeng Li 《Advances in Space Research (includes Cospar's Information Bulletin, Space Research Today)》2021,67(3):1114-1123
In this study, an adaptive neural network control approach is proposed to achieve accurate and robust control of nonlinear systems with unknown dynamics, wherein the neural network is innovatively used to learn the inverse problem of system dynamics with guaranteed convergence. This study focuses on the following three contributions. First, the considered system is transformed into a multi-integrator system using an input–output linearization technique, and an extended state observation technique is used to identify the transformed states. Second, an iterative control learning algorithm is proposed to achieve the neural network training, and stability analysis is given to prove that the network’s predictions converge to ideal control inputs with guaranteed convergence. Third, an adaptive neural network controller is developed by combining the trained network and a proportional-integral controller, and the long-standing challenge of model-based methods for control determination of unknown dynamics is resolved. Simulation results of a virtual control mission and an aerospace altitude tracking mission are provided to substantiate the effectiveness of the proposed techniques and illustrate the adaptability and robustness of the proposed controller. 相似文献
22.
The actual boundary conditions of cantilever-like structures might be non-ideally clamped in engineering practice, and they can also vary with time due to damage or aging. Precise modelling of boundary conditions, in which both the boundary stiffness and the boundary mass should be modelled correctly, might be one of the most significant aspects in dynamic analysis and testing for such structures. However, only the boundary stiffness was considered in the most existing methods. In this paper, a boundary condition modelling and identification method for cantilever-like structures is proposed to precisely model both the boundary stiffness and the boundary mass using sensitivity analysis of natural frequencies. The boundary conditions of a cantilever-like structure can be parameterized by constant mass, constant rotational inertia,constant translational stiffness, and constant rotational stiffness. The relationship between natural frequencies and boundary parameters is deduced according to the vibration equation for the lateral vibration of a non-uniform beam. Then, an iterative identification formulation is established using the sensitivity analysis of natural frequencies with respect to the boundary parameters. The regularization technique is also used to solve the potential ill-posed problem in the identification procedure.Numerical simulations and experiments are performed to validate the feasibility and accuracy of the proposed method. Results show that the proposed method can be utilized to precisely model the boundary parameters of a cantilever-like structure. 相似文献
23.
短交织器的结构对Turbo码的性能有很大的影响,通过探讨Turbo码编码器中反馈最小多项式的周期性和序列的可整除性问题,把可整除序列变为不可整除序列交织器,从而获得高码重的码字,并给出一种基于输入信息序列周期性特性的短交织器的设计方法.仿真结果表明是一种很有效的设计方法. 相似文献
24.
线性分组码的不可检错误概率是评价自动请求重传(ARQ)系统的重要参数。不可检错误概率的计算涉及码的重量分布,而大部分码的重量分布还不知道,因此,研究不可检错误概率的限显得非常重要。本文得到了GF()上(n,k)线性分组码不可检错误概率的两个新的下限,在一定程度上,改进了Wolf等人的结果。由于新的限与码的重量结构无关,因此可以方便地估计任何线性分组码的不可检错误概率。 相似文献
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In this paper, a novel transmission protocol based on polar coding is proposed for the half-duplex degraded relay channel. In the proposed protocol, referred to as the partial message relaying, the relay only needs to forward a part of the decoded source message that the destination needs according to the exquisite nested structure of polar codes. Theoretically, it is proved that the scheme can achieve the capacity of the half-duplex relay channel under the decode-and-forward (DF) cooperation strategy while enjoying low encoding/decoding complexity. Practically, in order to minimize the global transmission power, the optimization of the power allocation is performed between the source and the relay by using information theoretic tools. Furthermore, a joint iterative soft parallel interference cancellation receiver structure is developed to suit to the proposed scheme. Simulation results show that the proposed scheme outperforms the conventional scheme designed by low-density parity-check (LDPC) codes. 相似文献
27.
地球物理导航中位场下延的迭代正则化方法研究 总被引:3,自引:0,他引:3
地磁、重力数据下延是制备地球物理导航基准图的重要内容,而它通常是一个不适定问题,采用常规代数方法求解并不奏效;对此,结合航空地球物理测量和地球物理导航的特点,研究了迭代正则化方法(包括迭代Tikhonov法、Landweber迭代法和截断奇异值分解(TSVD)法)在位场下延中的应用.首先给出了位场下延和迭代正则化的基本理论,然后采用理论位场模型验证了迭代正则化方法在位场下延中的应用可行性,最后分析了迭代正则化方法的下延精度、计算时间和边界效应等性能.由分析结果可知,迭代Tikhonov方法具有最好的综合下延性能,应优先在实际的位场下延中使用. 相似文献
28.
远距离分布式计算机网络测试发控系统是当今国际宇航事业发展的方向。数据通信系统能否畅通、准确、实时、可靠是实现远距离测试发控的关键。本文列举了光纤通信的优点,分析了通信中常用纠错编码的优劣,提出一种既符合测试发控系统的特点又适合光纤通信要求的新的纠错编码方案,并设计出以该纠错编码为核心的数字光纤通信接口,满足了一个特定的远距离测试发控系统对数字通信的要求。 相似文献
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针对用三站联测测距数据确定飞行器位置的迭代法作了一些探讨, 运用矩阵迭代理论、场论、张量分析的知识分析了迭代法的收敛特性, 并且给出了迭代收敛点处于地表以下的合理解释 相似文献