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Broadband radio access: LTE and LTE-advanced

Broadband radio access: LTE and LTE-advanced

引用

ieee International Symposium on intelligent Signal Processing and Communication systems (ISPACS)

作者： Mamoru Sawahashi Yoshihisa Kishiyama Hidekazu Taoka Motohiro Tanno Takehiro Nakamura Department of Information Network Engineering Tokyo Denki University Setagaya Tokyo Japan Radio Access Network Development Department NTT DoCoMo Inc. Yokosuka Kanagawa Japan

This paper addresses broadband radio access techniques for the long-term evolution (LTE) specified as the Release 8 specifications (Rel. 8 LTE) and LTE-advanced in the 3rd Generation Partnership Project (3GPP). We first briefly describe the system requirements for the Rel. 8 LTE and LTE-advanced. Then, we describe wider transmission bandwidths around 100 MHz to satisfy the peak data rate of 1 Gbps in the downlink and 500 Mbps in the uplink for LTE-advanced. Based on multiple access schemes and multiple-input multiple-output (MIMO) channel techniques in the Rel. 8 LTE, enhanced multiple access schemes and MIMO channel techniques for LTE-advanced are presented to satisfy the improved system requirements while maintaining backward compatibility with the Rel. 8 LTE radio interface.

关键词： MIMO Throughput Downlink Radio access networks Bandwidth Delay Standardization Proposals intelligent networks Signal processing

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Implementation for Geological Environment Sub-node intelligent Search of Geological Cloud 2.0

Implementation for Geological Environment Sub-node Intellige...

引用

ieee International Conference on Computer and Communication Engineering Technology (CCET)

作者： Xiaoxia Ren Zhibin Huo Meng Zhou Yueming Xue Mengliang Yu China Institute of Geo-Environment Monitoring Beijing China Institute of Hydrology and Environmental Geology Shijiazhuang China

ISBN: (数字)9781728188119

ISBN: (纸本)9781728188126

The "Geological Cloud 2.0" intelligent search system is an engine for fast search of data resources and systems on the cloud. The geological environment sub-node of "Geological Cloud 2.0" as one of distributed sub-nodes on the cloud provides data information for intelligent search. In order to serve better the "Geological Cloud 2.0" intelligent search, the metadata and exchange format of the geological environment entity database was defined to construct intelligent search indexing. And the metadata content interactive push process was introduced from the geological environment sub-node entity database to "Geological Cloud 2.0" intelligent search system. The results show that the geological environmental sub-node search information for Geological Cloud 2.0 intelligent search is synchronized with entity database and has attention, which provides experience for the construction and upgrade of the "Geological Cloud" intelligent search in the future.

关键词： Geology Metadata Cloud computing databases Monitoring data mining Dictionaries

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Research on Hierarchical Autonomous Operation Monitoring of Energy Stations Based on Cloud Technology

Research on Hierarchical Autonomous Operation Monitoring of ...

引用

ieee Student Conference on Electric Machines and systems

作者： Fei Liu Fangyuan Qiang Chao Tian Ke Shi Lei Wang Donggang Hu Guoluo Power Supply Company State Grid Qinghai Electric Power Corporation Qinghai China Qinghai Green Energy Data Co. Ltd Qinghai China

ISBN: (数字)9781728156224

ISBN: (纸本)9781728156231

To solve the problem of remote monitoring and hierarchical autonomy of distributed energy stations, the hierarchical autonomous operation monitoring platform of energy stations is studied based on cloud technology. The flow computing framework and wide area message queue technology are introduced to realize distributed data collection and distributed data processing. The platform defines the operators of basic operation of flow data on wide area message queue, and supports the modeling, discovery, programming, providing and hosting of flow computing services; the distributed data acquisition and processing includes channel parser, data aggregation group, channel supervision service, repeater, message service, data calculation, alarm processing and control Each component independently constitutes a docker operator in the flow computing framework to complete the data processing of the configuration or monitoring model specified segments; through the research of data acquisition and processing and equipment operation data analysis and early warning technology, it provides customers with a reasonable, clean and reliable energy supply mode of distributed autonomous operation for power and hot / cold energy required by production. In the simulation environment of open stack and docker, the feasibility of integrated information collection and monitoring and hierarchical monitoring of distributed energy station is verified.

关键词： Technological innovation Computational modeling data acquisition Process control Distributed databases data models Monitoring

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The middleware architecture supports heterogeneous network systems for module-based personal robot system - art. no. 60423V

The middleware architecture supports heterogeneous network s...

引用

3rd International Conference on Mechatronics and Information Technology (ICMIT 05)

作者： Choo, S Li, V Choi, DH Jung, GD Park, HS Ryuh, Y Kangwon Natl Univ Div Elect & Comp Engn Kangwon Do South Korea

ISBN: (纸本)0819460745

On developing the personal robot system presently, the internal architecture is every module those occupy separated functions are connected through heterogeneous network system. This module-based architecture supports specialization and division of labor at not only designing but also implementation, as an effect of this architecture, it can reduce developing times and costs for modules. Furthermore, because every module is connected among other modules through network systems, we can get easy integrations and synergy effect to apply advanced mutual functions by coworking some modules. In this architecture, one of the most important technologies is the network middleware that takes charge communications among each modules connected through heterogeneous networks systems. The network middleware acts as the human nerve system inside of personal robot system;it relays, transmits, and translates information appropriately between modules that are similar to human organizations. The network middleware supports various hardware platform, heterogeneous network systems (Ethernet, Wireless LAN, USB, ieee 1394, CAN, CDMA-SMS, RS-232C). This paper discussed some mechanisms about our network middleware to intercommunication and routing among modules, methods for real-time data communication and fault-tolerant network service. There have designed and implemented a layered network middleware scheme, distributed routing management, network monitoring/notification technology on heterogeneous networks for these goals. The main theme is how to make routing information in our network middleware. Additionally, with this routing information table, we appended some features. Now we are designing, making a new version network middleware (we call 'OO M/W') that can support object-oriented operation, also are updating program sources itself for object-oriented architecture. It is lighter, faster, and can support more operation systems and heterogeneous network systems, but other general purp

关键词： personal robot robot middleware object oriented middleware network middleware heterogeneous network Ethernet TCP/IP CAN USB ieee 1394 CDMA SMS RS-232 CORBA UPnP PDA routing

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The operation supervision management and route guidance for urban taxis

The operation supervision management and route guidance for ...

引用

3rd World Congress on intelligent Control and Automation

作者： Zhang, FZ Fan, YZ Sun, XF Beijing Univ Aeronaut & Astronaut Beijing 100083 Peoples R China

ISBN: (纸本)7312012035

The management mode, organisation characteristic and operation manner are in detail analyzed in this paper. Urban taxis, based on their performance and operating characteristic, can provide convenient traffic travel service of non-directive route, non-limit place, route and time for single or a few of passengers. Taxis ar navigated and located by means of modern advanced high-tech, such as data communication, navigation and location, computer, artificial intelligence and so on, so that operating supervision for urban taxis and timely route guidance could be effectively implemented. In this way, roads, vehicles, drivers for taxis and supervisors can further contact one another, supervisors could distinctively know taxis running situation and drivers for taxis would know vehicular running situation as plain as daylight. Thereby operation efficiency and safety of vehicular transportation for taxis will be improved, road traffic congestion will be avoided or reduced. It has favorable and applied value.

关键词： intelligent transport systems route guidance vehicle navigation and location route programming supervision management

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The Design of Intelligence Supervisory System of Greenhouse Based on GPRS/3G

The Design of Intelligence Supervisory System of Greenhouse ...

引用

2009 ieee International Conference on intelligent computing and intelligent systems(ICIS2009)

作者： Ji-chun,Zhao Institute of Information on Science and Technology of Agriculture Beijing Academy of agriculture and forestry Sciences Beijing,China Jun-feng,Zhang Yu-feng Su-fen,Sun Jian-xin,Guo Institute of Information on Science and Technology of Agriculture Beijing Academy of agriculture and forestry Sciences Beijing,China

the traditional remote data collection has the shortcomings such as the cover scope is small and the corresponding is unreliable,and the wireless network communication has better timeless and does not have the space *** remote data collection and supervisory system based on GPRS/3G (General Packet Radio Service/The 3rd generation communication) network is discussed and designed in the *** discusses chiefly a scheme which uses JZ4730 microcontroller to control TC35i module and make use of MMS (Multimedia Messaging Service) and SMS (Short Messaging Service) to complete remote data collection and supervision,and supplies a design program of the hardware and software,and then a conclusion is given at the end of paper.

关键词： GPRS/3G,MMS,SMS,Greenhouse

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data-Driven Control of a Weakly-Instrumented Excavator with Deep Learning

Data-Driven Control of a Weakly-Instrumented Excavator with ...

引用

intelligent Reality (ICIR), ieee International Conference on

作者： N. Hoffmann M. Cohen L. Roullier M. Preda T. Zaharia

ISBN: (数字)9798331534424

ISBN: (纸本)9798331534431

This paper presents a data-driven approach for controlling a weakly-instrumented excavator within a Virtual Reality (VR) supervision environment. We address challenges related to non-linear dynamics and limited sensor data by focusing on arm movement control using both traditional and advanced strategies, including Proportional-Integral-Derivative (PID) controllers, Model Predictive Control (MPC), and Deep Reinforcement Learning (DRL). Our results demonstrate the effectiveness of these methods in achieving precise control despite non-linearities and limited instrumentation, contributing to the broader field of intelligent machine control.

关键词： Machine control Instruments Focusing Virtual reality Excavation Robot sensing systems Deep reinforcement learning Digital twins PD control Predictive control

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Construction of intelligent Fault Diagnosis System for Pumping Station Based on Fusion Algorithm

Construction of Intelligent Fault Diagnosis System for Pumpi...

引用

data Analytics, computing and Artificial Intelligence (ICDACAI), International Conference on

作者： Taiwu Chen Fei Dong Haojie Wang Zhiming Xu Erjun Liu Lianyungang Linhong Water Conservancy Project Management Office Lianyungang China Tongyu River North-Extended Water Supply Project Management Division of Lianyungang Lianyungang China Lianyungang Urban Water Engineering Management Office Lianyungang China

ISBN: (数字)9798331519032

ISBN: (纸本)9798331519049

The purpose of this article is to study and implement an intelligent fault diagnosis system of pumping station based on fusion algorithm, so as to improve the accuracy and efficiency of fault diagnosis of pumping station. Firstly, this article points out the limitations of traditional fault diagnosis methods, such as insufficient information from a single sensor and low diagnostic accuracy. Then this article designs and implements an intelligent fault diagnosis system for pumping stations, which includes data acquisition, preprocessing, feature extraction, fusion algorithm diagnosis and user interaction. Among them, the fusion algorithm adopts the multi-modal information fusion method based on deep learning, and realizes intelligent identification and classification of pump station faults by comprehensively analyzing the characteristic parameters from different sensors. The experimental results show that the fusion algorithm shows high accuracy in fault diagnosis of pumping stations, and the false alarm rate and false alarm rate are low. The conclusion is that the intelligent fault diagnosis system of pumping station based on fusion algorithm has high practicability and reliability, and can provide strong support for the operation and maintenance management of pumping station.

关键词： Fault diagnosis Deep learning Performance evaluation Accuracy System performance data acquisition Feature extraction Real-time systems Classification algorithms Artificial intelligence

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Research of Multi-source Perception and intelligent Diagnosis Technology of Outdoor Installation Protection Based on data Syncretism

Research of Multi-source Perception and Intelligent Diagnosi...

引用

ieee Conference on Energy Internet and Energy System Integration (EI2)

作者： Bo QIN Zhenjie WU Weihong HOU Jing WU Jianing CHEN Minchou HAN Hangzhou Power Supply Company State Grid Zhejiang Electric Power Co. Ltd. Hangzhou China Wuhan Kemov Electric Co. Ltd Wuhan China

ISBN: (数字)9781728131375

ISBN: (纸本)9781728131382

In this paper, summarizing the problems in the operation and maintenance, and based on data syncretism, research which is on the outdoor installation protection of multi-source perception and intelligent diagnosis technology, designs an outdoor installation protection perception and operational maintenance platform that highly integrated protection on-line monitoring and diagnosis, protection information sub-station, power system dynamic recording equipment and network message recording and analysis device as one system, and expounds in detail the system architecture of the platform, software framework, realization principle and key technology. The platform through the multi-source data acquisition, and the data sharing between each module and system integration, implements the outdoor installation protection multi-source perception and intelligent diagnosis, improving the efficiency and convenience of field operation and maintenance work, for outdoor installation protection of the safe and stable operation is of great significance. The platform has been successfully carried out in substation pilot application, achieving good results.

关键词： Maintenance engineering Monitoring Real-time systems Substations data acquisition Circuit faults

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The Real-time Implementation for the Parking Line Departure Warning System

The Real-time Implementation for the Parking Line Departure ...

引用

ieee International Conference on intelligent Transportation Engineering (ICITE)

作者： Dongkyu Lee Jae-Seol Lee Sinjae Lee Seok-Cheol Kee Smart Car Research Center Chungbuk National University Cheongju Korea

The PLDWS (Parking Line Departure Warning System) is one of the important ADAS (advanced Driving Assistance System) functions when a driver recognizes the parking situations. We proposed the new real-time PLDWS algorithm and its real-time implementation based on the NVIDIA Jetson TX2, which is an embedded board environment. We showed the processing speed that is applicable to actual production vehicle and the same performance result as PC environment. A wide-angle camera is mounted on the front, rear, left and right sides of the vehicle, AVM (Around View Monitoring) images are obtained by synthesizing one Top-View image using four camera input images that have been calibrated. Considering that the visible range of the AVM system varies depending on the mounting position of the vehicle, the actual distance of the AVM image is measured and designated as ROI (Region of Interest) to the front and rear, right and left 2 meters from the vehicle. The whole ROI was partitioned into 3×3 grid regions, and the algorithm determined whether the parking line is crossed for each partitioned region by trained deep learning classifier, and finally a warning signal generated for the system. We also discussed the issue of porting to NVIDIA Jetson TX2 board to enable implementation of the parking line departure warning system into the vehicle.

关键词： Machine learning Graphics processing units Monitoring Cameras Real-time systems data models Alarm systems

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