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1.
Long Term Evolution-Licensed Assisted Access (LTE-LAA) architecture is markedly different from traditional LTE HetNets. LTE-LAA deployments also have to contend with interference from coexisting Wi-Fi transmissions in the unlicensed spectrum. Hence, there is a need for innovative cell selection solutions that cater specifically to LTE-LAA. Further, the impact of cell selection on the performance of the existing LTE-LAA deployments should also be investigated through operator data analysis. This work addresses these challenges. We gather a large sample of LTE-LAA deployment data for three cellular operators, i.e., AT&T, T-Mobile, and Verizon, which is analyzed through several supervised machine learning algorithms. We study the effect of cell selection on LTE-LAA capacity and network feature relationships. Insightful inferences are drawn on the contrasting characteristics of the Licensed and Unlicensed components of an LTE-LAA system. Further, a cell-quality metric is derived from operator data and is shown to have a strong correlation with Unlicensed coexistence network performance. To validate the proposed ideas, two state-of-the-art cell association and resource allocation solutions are implemented. Validation results show that data-driven cell-selection can reduce Unlicensed association time by as much as 34.89%, and enhance Licensed network capacity by up to 90.41%. Finally, with the vision to reduce the computational overhead of data-driven cell selection in LAA and 5G New Radio Unlicensed networks, the performance of two popular numerosity reduction techniques is evaluated. 相似文献
2.
本文针对纸机控制的特点,从当前国内外纸机控制系统的现状出发,对其自控系统进行深入研究,设计了3300/600纸机直流母线变频传动控制系统。并详细介绍了整个直流变频传动控制系统,对传动系统控制器进行了深入的比较,给出具体设计方案,提供详尽的原理图,并完成了整个系统的各方面调试工作。 相似文献
3.
结合云计算业务的特点和电信运营商建设云计算数据中心的优势,从集中建设大型数据中心、注重可靠性设计、数据中心的通信组织、数据中心网络技术的选择等方面阐述了云计算数据中心的建设思路。 相似文献
4.
针对新形势下通信运营商客户信息安全防护工作的特点和要求,分析了客户信息在通信运营商内生成至销毁的生命周期及在生命周期内被流转和使用的情况,总结了通信运营商客户信息安全防护工作的主要内容及防护策略. 相似文献
5.
This paper describes the design and application of the Atmospheric Evaluation and Research Integrated model for Spain (AERIS). Currently, AERIS can provide concentration profiles of NO2, O3, SO2, NH3, PM, as a response to emission variations of relevant sectors in Spain. Results are calculated using transfer matrices based on an air quality modelling system (AQMS) composed by the WRF (meteorology), SMOKE (emissions) and CMAQ (atmospheric-chemical processes) models. The AERIS outputs were statistically tested against the conventional AQMS and observations, revealing a good agreement in both cases. At the moment, integrated assessment in AERIS focuses only on the link between emissions and concentrations. The quantification of deposition, impacts (health, ecosystems) and costs will be introduced in the future. In conclusion, the main asset of AERIS is its accuracy in predicting air quality outcomes for different scenarios through a simple yet robust modelling framework, avoiding complex programming and long computing times. 相似文献
6.
将模糊算子的运算方法引入到煤矿瓦斯状态研究中,设计了基于模糊算子的煤矿瓦斯状态诊断模型,然后将该状态诊断模型应用于工程实例。结果表明,模糊算子诊断方法更加科学有效,它具有实现简单、可移植性强、易扩展、易改进、诊断结果更加准确等优势。 相似文献
7.
Rope shovels are used to dig and load materials in surface mines. One of the main factors that influence the production rate and energy consumption of rope shovels is the performance of the operator. This paper presents a method for evaluating rope shovel operators using the Multi-Attribute Decision-Making (MADM) model. Data used in this research were collected from an operating surface coal mine in the southern United States. The MADM model consists of attributes, their weights of importance, and alternatives. Shovel operators are considered the alternatives. The energy consumption model was developed with multiple regression analysis, and its variables were included in the MADM model as attributes. Preferences with respect to min/max of the defined attributes were obtained with multi-objective optimization. Multi-objective optimization was conducted with the overall goal of minimizing energy consumption and maximizing production rate. Weights of importance of the attributes were determined by the Analytical Hierarchy Process (AHP). The overall evaluation of operators was performed by one of the MADM models, i.e., PROMETHEE II. The research results presented here may be used by mining professionals to help evaluate the performance of rope shovel operators in surface mining. 相似文献
8.
核电站操纵员和高级操纵员申请许可证时, 必须满足身体和心理健康方面的要求。本文介绍首次获取资格执照以及已持有执照的操纵员在续照时在身体和心理健康方面须满足的条件、检查方法和持续监督方法的医学认证。 相似文献
9.
C语言的运算符,操作灵活,其中自增自减运算符的功能较为特别。合理的使用自增自减运算符可以提高程序执行的效率,但同时灵活使用自增自减运算符也是个难点。根据自增自减运算符的特点和不同使用形式,剖析自增自减运算符的使用规则,以便更好地帮助初学者学习和使用自增自减运算符。 相似文献
10.
现代电子战中雷达有源欺骗干扰,特别是转发式欺骗干扰,已对雷达构成了严重的威胁.本文针对阵列雷达中有源欺骗干扰抑制问题,研究了一种空域-极化域联合处理的抑制方法.该方法采用矩阵法测量目标和干扰的空域及极化域参数;然后借助子空间投影理论构建滤波算子;进而在由空域和极化域组成的联合域上滤除欺骗干扰并提取目标回波,从而达到干扰抑制的目标.该算法采用信干噪比改善因子来衡量其性能,同时推导了改善因子的理论上限.该算法具有较低的复杂度,大量计算机仿验证其性能.仿真结果表明,算法不仅有良好的欺骗干扰抑制效果,并且在一定程度上也抑制了噪声;当SNR> 10dB,参数估计相对误差小于0.1,抑制前后回波相关系数大于90%,干扰和噪声抑制度大于10dB. 相似文献