LEACH—DRT算法中基于神经网络的数据预测算法

为了保证无线传感器网络中数据的完整性,针对基于LEACH路由协议的动态轮时间算法存在的问题,提出一种基于人工神经网络的数据预测算法。该动态轮时间算法中,部分簇因调整后的轮时间不足以完成数据的采集而丢失数据。数据预测算法结合传感器节点数据具有时空相关性的特点,将时空延迟算子引入神经网络模型,并通过建立的神经网络模型对数据进行预测。仿真时采用伯克利英特尔实验室的传感器数据,通过Mafl软件对模型进行测试并分析仿真结果。实验结果表明：该算法对连续多个数据的预测效果理想,预测误差始终保持在较低水平。     

一种改进的系统效能评估方法及其应用

首先建立了在可靠性理论基础上的弹炮结合武器系统效能评估模型,并提出了对WSEIAC模型的改进方法.通过建立基于BP神经网络的武器系统作战能力向量的预测模型,克服了原先计算武器系统作战能力向量方法的局限性,提高了对武器系统作战效能评估的准确性和客观性.最后,将其运用到对弹炮结合武器系统效能评估中,仿真结果验证了该方法的可行性和有效性.     

人工神经网络特征优化方法在模式识别中的应用

在模式识别中,特征量的选择及组合优化是设计模式识别系统的关键问题,它强烈地影响到分类器的设计及其性能。人工神经网络除了在模式识别中作为分类器应用之外,而且能够实现特征参数的提取。通过采用人工神经网络模型,对柴油机故障的特征量优化方法进行了研究,实现了对柴油机故障的特征提取及优化。     

应用于引信遥控装定的火控信息交联装置

自差式多普勒无线电引信发射和接收装置是引信遥控装定的重要内容.在装置中引入单片机和FPGA技术,能快速、准确的装定已经出炮口300 ms以上的密集弹药,选择工作方式,可供选择的工作方式有近炸、碰炸、遥控炸、定时(距)炸.引信具备近目标发射电磁波功能,能有效抗有源干扰、海杂波干扰和信道干扰.FPGA的高度集成特性减小了编码和解码、调制与解调电路的体积,减小了引信工作电路.     

基于BP神经网络的舰炮武器系统综合保障性能评价

通过对舰炮武器系统的分析,建立舰炮武器系统综合保障性能评价的指标体系。把神经网络的相关知识应用到舰炮武器系统综合保障性能评价中,得到了相应的BP神经网络评价模型。通过一些舰炮武器系统的实例计算,验证了模型的正确性,为舰炮武器系统的研制和改进提供了一定的参考依据。     

Theoretical calculation and experimental study on the interaction mechanism between TKX-50 and AP

The combination of 5,5′-bistetrazole-1,1′-diolate (TKX-50) and ammonium perchlorate (AP) can make greater use of the chemical energy of TKX-50 based energetic materials. The research on the interaction mechanism between TKX-50 and AP is very important for designing TKX-50-AP compounds and judging the formation feasibility of composite particles, which can lay a theoretical foundation for the preparation of TKX-50-AP mixed crystals and the application of TKX-50 in propellant, propellant and explosive. Herein, in order to research the interaction mechanism between TKX-50 and AP, density-functional theory calculation was applied to optimize three configurations of TKX-50-AP compounds. The geometry structure, electrostatic potential and binding energy of the compounds were predicted, and the electronic density topological analysis was also carried out. Then TKX-50-AP mixed crystals structures were constructed, and the radial distribution function of H–O and H–N in mixed crystals was calculated. Finally, solvent/non-solvent method was applied to prepare TKX-50-AP composites, and the infrared spectroscopy and the non-isothermal decomposition performance of the composites were characterized. Results show that the superposition of positive charges in TKX-50 molecule and negative charges in AP makes the electrostatic potential distributions of TKX-50-AP compounds different from that of TKX-50 and AP. The interaction energies of TKX-50-AP 1, TKX-50-AP 2 and TKX-50-AP 3 are 39.743 kJ/mol, 61.206 kJ/mol and 27.702 kJ/mol, respectively. The interaction between TKX-50 molecules and AP molecules in TKX-50-AP mixed crystals both depends on hydrogen bonds and van der Waals force, and the number and strength of hydrogen bonds are significantly greater than that of van der Waals force. The composition of AP and TKX-50 makes the absorption peak of the five-membered rings and NH₃OH⁺ of TKX-50 shift to low wavenumber in the infrared spectroscopy. In general, TKX-50 interacts with AP via hydrogen bonds and van der Waals force, and the calculated results are in good agreement with the experimental results. The composition of TKX-50 and AP can also prolong the decomposition process.     

电液伺服系统的模糊神经网络自适应控制

针对电液伺服控制系统中存在的非线性影响,常规PID控制难以取得良好的控制效果,采用模糊神经网络自适应控制,通过BP算法改变模糊隶属函数的形状及模糊规则的中心值,实验结果表明该方法能有效地跟踪电液位置伺服系统。     

Research and development of training pistols for laser shooting simulation system

Firearm shooting simulators are effective means for training the personnel in armed forces, police and shooting athletes. Shooter–weapon is a complex biomechanical system, therefore the best training quality is achieved when the process of a weapon shot is reconstructed in a training simulator and its training weapon mimics the (feeling) perception of the real weapon usage. Dynamics of motions of a handgun simulator held in the hand of a shooter by its grip during the shot is analysed theoretically and experimentally. Breech lock mechanism of the simulator is actuated pneumatically by supplying compressed air in pulses from external pressure source. Analysis of the obtained simulation results and experimentally recorded motion parameters of the training weapon body reveals that application of pneumatic drives is a reasonable option to simulate recoil perception of a pistol.     

浅议生物进化中的熵变

从人们对熵的认识过程出发,对熵的概念和其原理做了简要的总结,提出了辩证的讨论生物进化中熵变的观点,首次提出生物进化中的熵变是一个辩证的动态的过程。     

基于高阶累积量与神经网络的干扰识别算法

研究了一种基于高阶累积量和神经网络的干扰识别算法。该方法把卫星通信中常见的各种干扰信号的归一化高阶累积量作为分类特征参数,应用神经网络对特征参数进行分类训练,将接收干扰信号的归一化高阶累积量输入已训练的神经网络进行干扰类型的识别。试验结果表明:该算法在低干信比的情况下具有较高的识别准确率。