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Base Station Energy Management in 5G Networks Using Wide Range Control Optimization
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作者 J.Premalatha A.SahayaAnselin Nisha 《Intelligent Automation & Soft Computing》 SCIE 2023年第1期811-826,共16页
The traffic activity offifth generation(5G)networks demand for new energy management techniques that is dynamic deep and longer duration of sleep as compared to the fourth generation(4G)network technologies that deman... The traffic activity offifth generation(5G)networks demand for new energy management techniques that is dynamic deep and longer duration of sleep as compared to the fourth generation(4G)network technologies that demand always for varied control and data signalling based on control base station(CBS)and data base station(DBS).Hence,this paper discusses the energy management in wireless cellular networks using wide range of control for twice the reduction in energy conservation in non-standalone deployment of 5G network.As the new radio(NR)based 5G network is configured to transmit signal blocks for every 20 ms,the proposed algorithm implements withstanding capacity of on or off based energy switching,which in-turn operates in wide range control by carrying out reduced computational complexity.The proposed Wide range of control for base station in green cellular network using sleep mode for switch(WGCNS)algorithm toon and off the base station will work in heavy load with neighbouring base station.For reducing the overhead duration in air,heuristic versions of the algorithm are proposed at the base station.The algorithm operates based on the specification with suggested protocol-level to give best amount of energy savings.The proposed algorithm reduces 40%to 83%of residual energy based on the traffic pattern of the urban scenario. 展开更多
关键词 5G base station energy management energy saving traffic pattern sleep mode
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Muti-Fusion Swarm Intelligence Optimization Algorithm in Base Station Coverage Optimization Problems
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作者 Zhenyu Yan Haotian Bian 《Computer Systems Science & Engineering》 SCIE EI 2023年第11期2241-2257,共17页
As millimeter waves will be widely used in the Internet of Things(IoT)and Telematics to provide high bandwidth communication and mass connectivity,the coverage optimization of base stations can effectively improve the... As millimeter waves will be widely used in the Internet of Things(IoT)and Telematics to provide high bandwidth communication and mass connectivity,the coverage optimization of base stations can effectively improve the quality of communication services.How to optimize the convergence speed of the base station coverage solution is crucial for IoT service providers.This paper proposes the Muti-Fusion Sparrow Search Algorithm(MFSSA)optimize the situation to address the problem of discrete coverage maximization and rapid convergence.Firstly,the initial swarm diversity is enriched using a sine chaotic map,and dynamic adaptive weighting is added to the discoverer location update strategy to improve the global search capability.Diverse swarms have a more remarkable ability to forage for food and avoid predation and are less likely to fall into a“precocious”state.Such a swarm is very suitable for solving NP-hard problems.Secondly,an elite opposition-based learning strategy is added to expand the search range of the algorithm,and a t-distribution-based one-fifth rule is introduced to reduce the probability of falling into a local optimum.This fusion mutation strategy can significantly optimize the adaptability and searchability of the algorithm.Finally,the experimental results show that the MFSSA algorithm can effectively improve the coverage of the deployment scheme in the base station coverage optimization problem,and the convergence speed is better than other algorithms.MFSSA is improved by more than 10%compared to the original algorithm. 展开更多
关键词 base station coverage swarm intelligence dynamic adaptive coverage optimization
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Soft Base Station Technology in Wireless Communication Systems
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作者 Wang Xiyu, Guo Dandan, Cui Zhuo (Product R&D System of ZTE Corporation, Shenzhen 518004, P. R. China) 《ZTE Communications》 2010年第4期49-53,共5页
With the rapid development of wireless communications systems, different system standards are being merged. Operators take stringent measures to reduce Operational Expenditure (OPEX) and Capital Expenditure (CAPEX... With the rapid development of wireless communications systems, different system standards are being merged. Operators take stringent measures to reduce Operational Expenditure (OPEX) and Capital Expenditure (CAPEX); and as a result, soft base stations supporting multiple standards become the evolutionary tend of wireless base stations. This paper introduces the background of soft base stations and analyzes their architecture design, system modules. The key technologies in system implementation and future directions are also presented. 展开更多
关键词 wireless communications soft base station multimode base station
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Optimal configuration for photovoltaic storage system capacity in 5G base station microgrids 被引量:6
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作者 Xiufan Ma Ying Duan +3 位作者 Xiangyu Meng Qiuping Zhu Zhi Wang Sijia Zhu 《Global Energy Interconnection》 EI CAS CSCD 2021年第5期465-475,共11页
Base station operators deploy a large number of distributed photovoltaics to solve the problems of high energy consumption and high electricity costs of 5G base stations.In this study,the idle space of the base statio... Base station operators deploy a large number of distributed photovoltaics to solve the problems of high energy consumption and high electricity costs of 5G base stations.In this study,the idle space of the base station’s energy storage is used to stabilize the photovoltaic output,and a photovoltaic storage system microgrid of a 5G base station is constructed.Aiming at the capacity planning problem of photovoltaic storage systems,a two-layer optimal configuration method is proposed.The inner layer optimization considers the energy sharing among the base station microgrids,combines the communication characteristics of the 5G base station and the backup power demand of the energy storage battery,and determines an economic scheduling strategy for each photovoltaic storage system with the goal of minimizing the daily operation cost of the base station microgrid.The outer model aims to minimize the annual average comprehensive revenue of the 5G base station microgrid,while considering peak clipping and valley filling,to optimize the photovoltaic storage system capacity.The CPLEX solver and a genetic algorithm were used to solve the two-layer models.Considering the construction of the 5G base station in a certain area as an example,the results showed that the proposed model can not only reduce the cost of the 5G base station operators,but also reduce the peak load of the power grid and promote the local digestion of photovoltaic power. 展开更多
关键词 PHOTOVOLTAIC Energy storage 5G base station microgrid Bilayer optimization
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Optimal configuration of 5G base station energy storage considering sleep mechanism 被引量:5
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作者 Xiufan Ma Qiuping Zhu +2 位作者 Ying Duan Xiangyu Meng Zhi Wang 《Global Energy Interconnection》 EI CAS CSCD 2022年第1期66-76,共11页
The high-energy consumption and high construction density of 5G base stations have greatly increased the demand for backup energy storage batteries.To maximize overall benefits for the investors and operators of base ... The high-energy consumption and high construction density of 5G base stations have greatly increased the demand for backup energy storage batteries.To maximize overall benefits for the investors and operators of base station energy storage,we proposed a bi-level optimization model for the operation of the energy storage,and the planning of 5G base stations considering the sleep mechanism.A multi-base station cooperative system composed of 5G acer stations was considered as the research object,and the outer goal was to maximize the net profit over the complete life cycle of the energy storage.Furthermore,the power and capacity of the energy storage configuration were optimized.The inner goal included the sleep mechanism of the base station,and the optimization of the energy storage charging and discharging strategy,for minimizing the daily electricity expenditure of the 5G base station system.Additionally,genetic algorithm and mixed integer programming were used to solve the bi-level optimization model,analyze the numerical example test comparison of the three types of batteries and the net income of the configuration,and finally verify the validity of the model.Furthermore,the sleep mechanism,the charging and discharging strategy for energy consumption,and the economic benefits for the operators were investigated to provide reference for the 5G base station energy storage configuration. 展开更多
关键词 5G base station Sleep mechanism Energy storage configuration Full life cycle Bi-level optimization
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RF Technologies and Challenges for Future MBR Systems in Cellular Base Stations 被引量:1
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作者 Hongyin Liao Baiqing Zong Jianli Wang Keqiang Zhu Changjiang Cao 《ZTE Communications》 2011年第2期2-7,共6页
This paper describes the advances and features of future cellular base stations. Software defined radio (SDR) evolves to cognitive radio (CR), which is smart and has wideband, and multiband radio (MBR) with reco... This paper describes the advances and features of future cellular base stations. Software defined radio (SDR) evolves to cognitive radio (CR), which is smart and has wideband, and multiband radio (MBR) with reconfigurable wideband can be regarded as the basis of CR and an advanced level of SDR. Based on the SDR platform, several radio frequency (RF) solutions for implementing MBR systems are proposed, and some challenges to MBR implementation are discussed. 展开更多
关键词 future cellular base station SDR MBR RF CHALLENGES
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Multibeam Antenna Based on Butler Matrix for 3G/LTE/5G/B5G Base Station Applications 被引量:1
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作者 YE Lianghua CAO Yunfei ZHANG Xiuyin 《ZTE Communications》 2020年第3期12-19,共8页
With the rapid development of mobile communication technology and the explosion of data traffic,high capacity communication with high data transmission rate is urgently needed in densely populated areas.Since multibea... With the rapid development of mobile communication technology and the explosion of data traffic,high capacity communication with high data transmission rate is urgently needed in densely populated areas.Since multibeam antennas are able to increase the communication capacity and support a high data transmission rate,they have attracted a lot of research interest and have been actively investigated for base station applications.In addition,since multi-beam antennas based on Butler matrix(MABBMs)have the advantages of high gain,easy design and low profile,they are suitable for base station applications.The purposes of this paper is to provide an overview of the existing MABBMs.The specifications,principles of operation,design method and implementation of MABBMs are presented.The challenge of MABBMs for 3G/LTE/5G/B5G base station applications is discussed in the end. 展开更多
关键词 multi-beam antenna base station application Butler matrix wideband antenna multi-band antenna
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Effects of Exposure to GSM Mobile Phone Base Station Signals on Salivary Cortisol,Alpha-Amylase,and Immunoglobulin A
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作者 CHRISTOPH AUGNER GERHARD W.HACKER +4 位作者 GERD OBERFELD MATTHIAS FLORIAN WOLFGANG HITZL JORG HUTTER GERNOT PAUSER 《Biomedical and Environmental Sciences》 SCIE CAS CSCD 2010年第3期199-207,共9页
Objective The present study aimed to test whether exposure to radiofrequency electromagnetic fields (RF-EMF) emitted by mobile phone base stations may have effects on salivary alpha-amylase, immunoglobulin A (IgA)... Objective The present study aimed to test whether exposure to radiofrequency electromagnetic fields (RF-EMF) emitted by mobile phone base stations may have effects on salivary alpha-amylase, immunoglobulin A (IgA), and cortisol levels. Methods Fifty seven participants were randomly allocated to one of three different experimental scenarios (22 participants to scenario 1, 26 to scenario 2, and 9 to scenario 3). Each participant went through five 50-minute exposure sessions. The main RF-EMF source was a GSM-900-MHz antenna located at the outer wall of the building. In scenarios 1 and 2, the first, third, and fifth sessions were "low" (median power flux density 5.2 μW/m^2) exposure. The second session was "high" (2126.8 μW/m^2), and the fourth session was "medium" (153.6 μW/m^2) in scenario 1, and vice versa in scenario 2. Scenario 3 had four "low" exposure conditions, followed by a "high" exposure condition. Biomedical parameters were collected by saliva samples three times a session. Exposure levels were created by shielding curtains. Results In scenario 3 from session 4 to session 5 (from "low" to "high" exposure), an increase of cortisol was detected, while in scenarios 1 and 2, a higher concentration of alpha-amylase related to the baseline was identified as compared to that in scenario 3. IgA concentration was not significantly related to the exposure. Conclusions RF-EMF in considerably lower field densities than ICNIRP-gnidelines may influence certain psychobiological stress markers. 展开更多
关键词 GSM base stations Mobile phone Salivary IgA Alpha amylase CORTISOL Radiofrequency electromagnetic fields (RF-EMF)
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Energy Estimation and Optimization Platform for 4G and the Future Base Station System Early-Stage Design
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作者 Wei Wang Dake Liu +1 位作者 Ying Zhang Chen Gong 《China Communications》 SCIE CSCD 2017年第4期47-64,共18页
There are already several power models to estimate the power consumption of base stations at system level. However, there is so far no model that can predict power consumption of the future base station designs based ... There are already several power models to estimate the power consumption of base stations at system level. However, there is so far no model that can predict power consumption of the future base station designs based on algorithms and hardware selections with insufficient physical information. We present such an energy model for typical base stations. This model can help designers in estimating, evaluating and optimizing energy/power consumption of candidate designs in early design stages. The proposed model is verified by an LTE extreme scenario. The estimated results show that digital front-end, channel equalization and channel decoding are three major power greedy modules(consuming 39.4%, 16.3%, 13.4%) in a digital baseband subsystem. The power estimation error of the proposed power amplifier(PA) power model is 3.5%(macro cell). The major contribution of this paper is that the proposed models can rapidly estimate energy/power consumption of 4G and the future base stations(such as 5G) in early design stages with well acceptable precision, even without sufficient implementation information. 展开更多
关键词 system level energy modeling high level energy optimization base stations baseband IC
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General Galois Processor for Transmitters in 5G/6G Base Stations
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作者 Qingbo Zhai Yong Bai Dake Liu 《China Communications》 SCIE CSCD 2021年第10期129-134,共6页
This paper proposes a flexible eight-mode high parallel Galois SIMD ASIP(Application Specific Instruction Set Processor).It supports parallel executions of Gold,Scrambling,CRC,CC,Turbo,RM,PSS,SSS encoding LFSR(linear ... This paper proposes a flexible eight-mode high parallel Galois SIMD ASIP(Application Specific Instruction Set Processor).It supports parallel executions of Gold,Scrambling,CRC,CC,Turbo,RM,PSS,SSS encoding LFSR(linear feedback shift registers)algorithms with high performance and flexibility.It can perform also general bit processing and m-sequence.Our design is based on proposed table conversion and a datapath for unified eight-mode encoding.Based on 28 nm digital CMOS technology,the total area is 0.177 mm2 and the clock frequency can be up to 1 GHz.The throughputs of Gold,Scrambling,CRC32,CRC24,CRC16,CRC8,CC,Turbo are 64 Gb/s,64 Gb/s,128 Gb/s,168 Gb/s,256 Gb/s,512 Gb/s,3×80 Gb/s,and 72 Gb/s,respectively. 展开更多
关键词 multi-mode parallel encoding ASIP SIMD URLLC 5G base station
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Location correction technique based on mobile communication base station for earthquake population heat map
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作者 Xiaoli Liu Xue Li +2 位作者 Xiaolin Chen Zhumei Liu Shengle Li 《Geodesy and Geodynamics》 2018年第5期388-397,共10页
China has mobile phone penetration rate of over 96.2%.Mobile phone has become the largest Internet terminal for Chinese Internet users.Population geographic distribution in earthquake zones can be got based on mobile ... China has mobile phone penetration rate of over 96.2%.Mobile phone has become the largest Internet terminal for Chinese Internet users.Population geographic distribution in earthquake zones can be got based on mobile phone positioning and map matching.For reducing earthquake black-box stage,we propose a real-time collection,correction and schedule algorithm of population position data by four stream processing environments(Redis,Hbase,Kafka,and Spark Streaming)in this paper.For labeling precisely population geographic distribution on the network map,matching of population geographic coordinates and map coordinates are optimized by sample comparison based on location data of mobile communication base stations and prefecture level cities.The test result shows the proposed system is high efficient and can rapidly respond to any emerging parallel tasks during the earthquake.A high-precision heat map of affected population can be produced and published on-line within 2 min after the devastating earthquake happened. 展开更多
关键词 Earthquake emergency Location-based service Mobile communication base station Big data technology
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On selecting transmission mode for D2D transmitter in underlay cellular network with a multi-antenna base station
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作者 Wiroonsak Santipach Kaemmatat Jiravanstit 《Digital Communications and Networks》 SCIE CSCD 2022年第2期194-207,共14页
The Device-to-Device(D2D)communication underlaying cellular networks is considered in this study.The D2D transmitter in the D2D mode can directly transmit messages to a receiver,but it may interfere with the transmiss... The Device-to-Device(D2D)communication underlaying cellular networks is considered in this study.The D2D transmitter in the D2D mode can directly transmit messages to a receiver,but it may interfere with the transmission of another cellular user who shares the same uplink channel.The transmitter can also operate in a cellular mode in which no interference to another cellular user occurs.We propose a mode selection scheme that aims to minimize the transmission power of the D2D transmitter subject to constraints on the minimum required data rate and maximum interference to other cellular users.The proposed scheme is based on bounds for transmission power and is less complex than the optimal scheme.Furthermore,it requires only a few statistics and does not need a fading channel distribution.The performance of the scheme is close to optimum when the number of Base Station(BS)antennas is large,and the mean absolute deviation of the fading terms is small.We verify this with numerical results of the Rician and Rayleigh fading channels by assuming that the BS antennas are independent.The simulation results for the two correlated BS antennas are presented herein. 展开更多
关键词 D2D Transmission mode Cellular underlaying Multi-antenna base station Transmission power
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Register Allocation Compilation Technique for ASIP in 5G Micro Base Stations
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作者 Wei Chen Dake Liu Shaohan Liu 《China Communications》 SCIE CSCD 2022年第8期115-126,共12页
The currently available compilation techniques are for general computing and are not optimized for physical layer computing in 5G micro base stations.In such cases,the foreseeable data sizes and small code size are ap... The currently available compilation techniques are for general computing and are not optimized for physical layer computing in 5G micro base stations.In such cases,the foreseeable data sizes and small code size are application specific opportunities for baseband algorithm optimizations.Therefore,the special attention can be paid,for example,the specific register allocation algorithm has not been studied so far.The compilation for kernel sub-routines of baseband in 5G micro base stations is our focusing point.For applications of known and fixed data size,we proposed a compilation scheme of parallel data accessing,while operands can be mainly allocated and stored in registers.Based on a small register group(48×32b),the target of our compilation scheme is the optimization of baseband algorithms based on 4×4 or smaller matrices,maximizing the utilization of register files,and eliminating the extra register data exchanging.Meanwhile,when data is allocated into register files,we used VLIW(Very Long Instruction Word)machine to hide the time of data accessing and minimize the cost of data accessing,thus the total execution time is minimum.Experiments indicate that for algorithms with small data size,the cost of data accessing and extra addressing can be minimized. 展开更多
关键词 parallel data access compilation small size matrix 5G micro base stations register allocation algorithm
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Practical Non-Uniform Channelization for Multistandard Base Stations
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作者 lvaro Palomo Navarro Rudi Villing Ronan J. Farrell 《ZTE Communications》 2011年第4期15-24,共10页
A multistandard software-defined radio base station must perform non-uniform channelization of multiplexed frequency bands. Non-uniform channelization accounts for a significant portion of the digital signal processin... A multistandard software-defined radio base station must perform non-uniform channelization of multiplexed frequency bands. Non-uniform channelization accounts for a significant portion of the digital signal processing workload in the base station receiver and can be difficult to realize in a physical implementation. In non-uniform channelization methods based on generalized DFT filter banks, large prototype filter orders are a significant issue for implementation. In this paper, a multistage filter design is applied to two different non-uniform generalized DFT-based channelizers in order to reduce their filter orders. To evaluate the approach, a TETRA and TEDS base station is used. Experimental results show that the new multistage design reduces both the number of coefficients and operations and leads to a more feasible design and practical physical implementation. 展开更多
关键词 SDR NON-UNIFORM CHANNELIZATION base station TETRA
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SMDP-based sleep policy for base stations in heterogeneous cellular networks
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作者 Jing Wu Yun Li +3 位作者 Hongcheng Zhuang Zhiwen Pan Guoyin Wang Yongju Xian 《Digital Communications and Networks》 SCIE CSCD 2021年第1期120-130,共11页
A dense heterogeneous cellular network can effectively increase the system capacity and enhance the network coverage.It is a key technology for the new generation of the mobile communication system.The dense deploymen... A dense heterogeneous cellular network can effectively increase the system capacity and enhance the network coverage.It is a key technology for the new generation of the mobile communication system.The dense deployment of small base stations not only improves the quality of network service,but also brings about a significant increase in network energy consumption.This paper mainly studies the energy efficiency optimization of the Macro-Femto heterogeneous cellular network.Considering the dynamic random changes of the access users in the network,the sleep process of the Femto Base Stations(FBSs)is modeled as a Semi-Markov Decision Process(SMDP)model in order to save the network energy consumption.And further,this paper gives the dynamic sleep algorithm of the FBS based on the value iteration.The simulation results show that the proposed SMDP-based adaptive sleep strategy of the FBS can effectively reduce the network energy consumption. 展开更多
关键词 Macro-femto heterogeneous network base station sleep Energy consumption
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Design of a Magneto-Electric Dipole Element for Mobile Communication Base Station Antennas
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作者 Hang Wong Kwai Man Luk 《ZTE Communications》 2011年第2期20-26,共7页
The magneto-electric dipole antenna is a kind of complementary antenna composed of a planar electric dipole and a shorted patch antenna. It has excellent electrical characteristics including wide impedance bandwidth, ... The magneto-electric dipole antenna is a kind of complementary antenna composed of a planar electric dipole and a shorted patch antenna. It has excellent electrical characteristics including wide impedance bandwidth, low cross-polarization, low back lobe radiation, nearly identical E-plane and H-plane patterns, stable radiation pattern, and steady antenna gain over the operating frequency range. In this paper, the basic characteristics of a linearly polarized magneto-electric dipole antenna are reviewed, and a dual-polarized antenna element based on the magneto-electric dipole is presented. The design of a conical beam wideband antenna with horizontal polarization is also described. These antennas have practical applications in modern 2G, 3G, LTE, WiFi, and WiMax wireless communication systems. 展开更多
关键词 base station antenna magneto electric dipole wideband antenna dual polarization
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ZTE Launched First SDR Base Station at GSMA Mobile World Congress 2008
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《ZTE Communications》 2008年第1期67-67,共1页
ZTE Corporation ("ZTE"), a leading global provider of telecommunications equipment and network solutions,
关键词 ZTE Launched First SDR base station at GSMA Mobile World Congress 2008 base GSMA WiMAX SDR World
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ZTE’s New Generation “Green” Base Stations Reduce Power Consumption
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《ZTE Communications》 2006年第4期18-18,共1页
关键词 ZTE base stations Reduce Power Consumption Green s New Generation
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ZTE SDR Base Station Records over 200,000 Volume Shipment
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作者 ZTE Corporation 《ZTE Communications》 2009年第4期9-9,共1页
ZTE Corporation (ZTE), a leading global provider of telecommunications equipment and network solutions, announced on November 13, 2009 that its Software Defined Radio (SDR) base stations have recorded a total volume
关键词 ZTE SDR base station Records over 200 000 Volume Shipment SDR CDMA OVER
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ZTE’s new Generation Base Station Family at ITU Telecom World 2006
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《ZTE Communications》 2006年第4期36-36,共1页
关键词 ZTE World s new Generation base station Family at ITU Telecom World 2006 ITU
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