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81.
本文针对分布式传感器网络系统的Fornasini-Marchesini (FM)状态空间模型,对系统的预测控制器设计问题进行研究.特别是针对所考虑的二维FM传感器网络系统,提出了一种新的网络预测控制方案来补偿通信时滞.首先,根据李雅普诺夫稳定性理论,给出了二维系统保持稳定的充分条件;然后利用稳定性条件,提出了一种新的预测控制器设计策略并保证系统的控制性能;最后,通过一个数值实例验证了所设计控制器的有效性. 相似文献
82.
M. Todd Walter Tammo S. Steenhuis Vishal K. Mehta Dominique Thongs Mark Zion Elliot Schneiderman 《水文研究》2002,16(10):2041-2046
The TOPMODEL framework was used to derive expressions that account for saturated and unsaturated flow through shallow soil on a hillslope. The resulting equations were the basis for a shallow‐soil TOPMODEL (STOPMODEL). The common TOPMODEL theory implicitly assumes a water table below the entire watershed and this does not conceptually apply to systems hydrologically controlled by shallow interflow of perched groundwater. STOPMODEL provides an approach for extending TOPMODEL's conceptualization to apply to shallow, interflow‐driven watersheds by using soil moisture deficit instead of water table depth as the state variable. Deriving STOPMODEL by using a hydraulic conductivity function that changes exponentially with soil moisture content results in equations that look very similar to those commonly associated with TOPMODEL. This alternative way of conceptualizing TOPMODEL makes the modelling approach available to researchers, planners, and engineers who work in areas where TOPMODEL was previously believed to be unsuited, such as the New York City Watershed in the Catskills region of New York State. Copyright © 2002 John Wiley & Sons, Ltd. 相似文献
83.
丁恺 《测绘与空间地理信息》2012,(3):76-77,82
随着人类科学技术的飞速发展,信息革命推进了各个学科的共同发展,使许多学科的发展由单一化到多元化,并逐渐形成交叉学科。就地理信息系统而言,多种交叉学科通过各种信息资源构成了它的框架,各种数据组成了它的主体。同时,由于数据量的不断扩大以及地域分布的不断扩散,使得基于网络环境下的分布式数据库得到了前所未有的发展。 相似文献
84.
介绍了数字滤波器理论及其常见实
现方法的基础,提出了一种基于EPGA的高效实现方案''该方案采用对称结构,加法、乘法运算和级联技术,利EPGA
芯片Maxplus软件对该方案进行了仿
真验证。结果表明基于EPGA的实现方案速度快、实时性好%节省硬件资源,具有重要的工程应用价值。 相似文献
85.
86.
Zefeng Li 《地震科学(英文版)》2021,34(2):177-188
Seismic networks have significantly improved in the last decade in terms of coverage density, data quality, and instrumental diversity. Moreover, revolutionary advances in ultra-dense seismic instruments, such as nodes and fiber-optic sensing technologies, have recently provided unprecedented high-resolution data for regional and local earthquake monitoring. Nodal arrays have characteristics such as easy installation and flexible apertures, but are limited in power efficiency and data storage and thus most suitable as temporary networks. Fiber-optic sensing techniques, inclu-ding distributed acoustic sensing, can be operated in real time with an in-house power supply and connected data storage, thereby exhibiting the potential of becoming next-generation permanent networks. Fiber-optic sensing techniques offer a powerful way of filling the observation gap particularly in submarine environments. Despite these technological advancements, various challenges remain. First, the data characteristics of fiber-optic sensing are still unclear. Second, it is challenging to construct software infrastructures to store, transfer, visualize, and process large amount of seismic data. Finally, innovative detection methods are required to exploit the potential of numerous channels. With improved knowledge about data characteristics, enhanced software infrastructures, and suitable data processing techniques, these innovations in seismic instrumentation could profoundly impact observational seismology. 相似文献
87.
88.
地震站网全流程一体化监控平台是基于微服务框架,应用数据库、通信、并行计算等传统信息技术,结合新兴的云计算、大数据进行建设的信息服务平台。该平台采用Hadoop分布式处理方案,应用Spring Cloud框架搭建,进行Docker容器封装,以标准RESTful API作为服务接口的微服务架构,实现了各应用服务模块之间的高内聚、低耦合及灵活、可扩展的特性,最终实现对地震台站运行的实时监测、高效运维和一体化管理。 相似文献
89.
Fei Hu Yongyao Jiang Yun Li Weiwei Song Daniel Q. Duffy 《International Journal of Digital Earth》2020,13(3):410-428
ABSTRACTEarth observations and model simulations are generating big multidimensional array-based raster data. However, it is difficult to efficiently query these big raster data due to the inconsistency among the geospatial raster data model, distributed physical data storage model, and the data pipeline in distributed computing frameworks. To efficiently process big geospatial data, this paper proposes a three-layer hierarchical indexing strategy to optimize Apache Spark with Hadoop Distributed File System (HDFS) from the following aspects: (1) improve I/O efficiency by adopting the chunking data structure; (2) keep the workload balance and high data locality by building the global index (k-d tree); (3) enable Spark and HDFS to natively support geospatial raster data formats (e.g., HDF4, NetCDF4, GeoTiff) by building the local index (hash table); (4) index the in-memory data to further improve geospatial data queries; (5) develop a data repartition strategy to tune the query parallelism while keeping high data locality. The above strategies are implemented by developing the customized RDDs, and evaluated by comparing the performance with that of Spark SQL and SciSpark. The proposed indexing strategy can be applied to other distributed frameworks or cloud-based computing systems to natively support big geospatial data query with high efficiency. 相似文献
90.
矢量瓦片体积小、生成效率高、支持动态交互,较传统栅格瓦片有诸多优势,是下一代互联网地图服务研究的重点。为了解决当前矢量瓦片研究中处理速度慢,扩展性差等问题,本文利用并行计算框架Spark进行矢量瓦片快速构建,通过自定义转换函数,将原始矢量数据GeoJson转换成mvt瓦片集;对于生成的矢量瓦片集,本文基于分布式内存文件系统Alluxio设计一个瓦片存储模型-VectorTileStore,模型以键值对进行数据存储,瓦片元数据占据前八个键值对,单个瓦片占据一个键值对,在数据写入的同时,基于键构建一个哈希索引,用于快速访问,模型兼容海量瓦片的组织存储,具有很强的扩展性。通过实验结果表明,本文提出的矢量瓦片并行构建算法较单机构建算法运行时间平均减少49.6%,分布式存储模型VectorTileStore较传统方案更适合海量矢量瓦片存储,存取时间效率更高。 相似文献