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On Optimizing Resource Allocation:A Comparative Review of Resource Allocation Strategies in HetNets
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作者 Jeta Dobruna Zana Limani Fazliu +1 位作者 Iztok Humar Mojca Volk 《Computer Modeling in Engineering & Sciences》 2025年第3期2211-2245,共35页
Resource allocation remains a challenging issue in communication networks,and its complexity is continuously increasing with the densification of the networks.With the evolution of new wireless technologies such as Fi... Resource allocation remains a challenging issue in communication networks,and its complexity is continuously increasing with the densification of the networks.With the evolution of new wireless technologies such as Fifth Generation(5G)and Sixth Generation(6G)mobile networks,the service level requirements have become stricter and more heterogeneous depending on the use case.In this paper,we review a large body of literature on various resource allocation schemes that are used in particular in mobile wireless communication networks and compare the proposed schemes in terms of performance indicators as well as techniques used.Our review shows that among the strategies proposed in the literature,there is a wide variety of optimization targets and combinations thereof,focusing mainly on performance indicators such as energy efficiency,spectral efficiency,and network capacity.In addition,in this paper,selected algorithms for resource allocation are numerically analyzed through simulations to compare and highlight the importance of how the resource algorithms are implemented to achieve efficient usage of the available spectrum.The performance of selected algorithms is evaluated in a multi-cell heterogeneous network and compared to proportional fair and eICIC,a widely-used combination of resource allocation and interferencemitigation techniques used by communication networks.The results show that one approach may performbetter when looking at the individual average user data rate but worse when looking at the overall spectral or energy efficiency,depending on the category of traffic.The results,therefore,confirm that theremay not be a single algorithmthat visibly outperforms other candidates in terms of all performance criteria.Instead,their efficiency is always a consequence of a strategic choice of goals,and the targeted parameters are optimized at a price.Thus,the development and implementation of resource allocation algorithms must follow concrete usage scenarios and network needs and be highly dependent on the requirements and criteria of network performance. 展开更多
关键词 Resource allocation wireless communication heterogeneous networks resource allocation algorithms
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A Multiplicative Seasonal ARIMA/GARCH Model in EVN Traffic Prediction 被引量:4
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作者 Quang Thanh Tran Zhihua Ma +2 位作者 Hengchao Li Li Hao Quang Khai Trinh 《International Journal of Communications, Network and System Sciences》 2015年第4期43-49,共7页
This paper highlights the statistical procedure used in developing models that have the ability of capturing and forecasting the traffic of mobile communication network operating in Vietnam. To build such models, we f... This paper highlights the statistical procedure used in developing models that have the ability of capturing and forecasting the traffic of mobile communication network operating in Vietnam. To build such models, we follow Box-Jenkins method to construct a multiplicative seasonal ARIMA model to represent the mean component using the past values of traffic, then incorporate a GARCH model to represent its volatility. The traffic is collected from EVN Telecom mobile communication network. Diagnostic tests and examination of forecast accuracy measures indicate that the multiplicative seasonal ARIMA/GARCH model, i.e. ARIMA (1, 0, 1) × (0, 1, 1)24/GARCH (1, 1) shows a good estimation when dealing with volatility clustering in the data series. This model can be considered to be a flexible model to capture well the characteristics of EVN traffic series and give reasonable forecasting results. Moreover, in such situations that the volatility is not necessary to be taken into account, i.e. short-term prediction, the multiplicative seasonal ARIMA/GARCH model still acts well with the GARCH parameters adjusted to GARCH (0, 0). 展开更多
关键词 TRAFFIC Prediction ARIMA GARCH MULTIPLICATIVE SEASONAL ARIMA/GARCH EVIEWS
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Impact of GCP distribution on the rectification accuracy of Landsat TM imagery in a coastal zone 被引量:2
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作者 ZHANG Ying ZHANG Dong +1 位作者 GU Yan TAO Fei 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2006年第4期14-22,共9页
The purpose is to explore the effect of the spatial distribution of ground control points (GCPs) on the accuracy of imagery rectification. Both area-distributed and linearly distributed GCPs were used to rectify a L... The purpose is to explore the effect of the spatial distribution of ground control points (GCPs) on the accuracy of imagery rectification. Both area-distributed and linearly distributed GCPs were used to rectify a Landsat TM image of a coastal zone. Rectification accuracy was checked against 99 independent points over the intertidal mudflats with no ground control. Results indicate that the root-mean-square error of residuals over these areas is several times larger than its GCPs-measured counterpart. If the GCPs are spatially dispersed over an area, residuals fluctuate but increase steadily with distance to the source of control in easting (R^2= 0. 827). in northing they fluctuate around 150 m until 15 km, beyond which they rise steadily at a small range of fluctuation. These residuals are less predictable from distance to the source of control than in easting (R^2= 0.517 ). If the GCPs are distributed along a control line, residuals rise with distance to it linearly and predictably (R^2 = 0. 877) in the direction perpendicular to it. In a direction parallel to it, the distance has little impact on rectification residuals. 展开更多
关键词 image rectification ground control point rectification residuals coastal zone
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Analysis of Different Parameters that Affect QoS in Different IPTV Architectures 被引量:1
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作者 Adrian Shehu Arianit Maraj 《通讯和计算机(中英文版)》 2011年第11期1001-1012,共12页
关键词 服务质量 网络架构 参数影响 模糊逻辑控制器 数据包丢失 网络运营商 模糊工具箱 联合体
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Enhanced Vibrating Particles System Algorithm for Parameters Estimation of Photovoltaic System 被引量:1
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作者 Patrick Juvet Gnetchejo Salomé Ndjakomo Essiane +3 位作者 Pierre Ele René Wamkeue Daniel Mbadjoun Wapet Steve Perabi Ngoffe 《Journal of Power and Energy Engineering》 2019年第8期1-26,共26页
To evaluate the performance of a photovoltaic panel, several parameters must be extracted from the photovoltaic. These parameters are very important for the evaluation, monitoring and optimization of photovoltaic. Amo... To evaluate the performance of a photovoltaic panel, several parameters must be extracted from the photovoltaic. These parameters are very important for the evaluation, monitoring and optimization of photovoltaic. Among the methods developed to extract photovoltaic parameters from current-voltage (I-V) characteristic curve, metaheuristic algorithms are the most used nowadays. A new metaheuristic algorithm namely enhanced vibrating particles system algorithm is presented here to extract the best values of parameters of a photovoltaic cell. Five recent algorithms (grey wolf optimization (GWO), moth-flame optimization algorithm (MFOA), multi-verse optimizer (MVO), whale optimization algorithm (WAO), salp swarm-inspired algorithm (SSA)) are also implemented on the same computer. Enhanced vibrating particles system is inspired by the free vibration of the single degree of freedom systems with viscous damping. To extract the photovoltaic parameters using enhanced vibrating particles system algorithm, the problem can be set as an optimization problem with the objective to minimize the difference between measured and estimated current. Four case studies have been implemented here. The results and comparison with other methods exhibit high accuracy and validity of the proposed enhanced vibrating particles system algorithm to extract parameters of a photovoltaic cell and module. 展开更多
关键词 PV CELL Modeling Vibrating PARTICLES System PARAMETER Estimation Single/Double DIODE Model
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Simulation of Propagation Loss Models and Antenna Designs for Naval Troposcatter and Tropospheric Duct Communications
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作者 Nikos J.Farsaris Peter P.Stavroulakis 《China Communications》 SCIE CSCD 2007年第3期63-68,共6页
Tropospheric Scattering(Troposcatter) and Tropospheric Ducting are two different mechanisms due to in-homogenoueties in the lower part of the Earths atmosphere.Their common influence in propagation of microwaves is st... Tropospheric Scattering(Troposcatter) and Tropospheric Ducting are two different mechanisms due to in-homogenoueties in the lower part of the Earths atmosphere.Their common influence in propagation of microwaves is studied here in order to achieve a feasible naval communication system.Although not new,Troposcatter together with Tropospheric Ducting communications are regaining popularity in current military and civil applications such as isolated islands and oil extraction facilities in the open sea.The innovation proposed here is the application of such systems in naval communications where at least one of the stations is mobile.Several propagation together with fading models are simulated using appropriate programs and scientific simulation packets in order to predict maximum range of such communication systems in each dominant mode of operation.Then appropriate antenna design proposals are given to overcome the high propagation loss and minimize possible interferences. 展开更多
关键词 naval COMMUNICATIONS TROPOSPHERIC SCATTERING TROPOSPHERIC ducting
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Low Complexity Hybrid Wideband Beamforming for Millimeter-Wave Massive MIMO-OFDM Systems
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作者 Mohammad Assaf Oleg G Ponomarev 《China Communications》 SCIE CSCD 2024年第12期39-48,共10页
In mmWave massive multiple-input multiple-output(MIMO)communication systems,the extension of low-complexity narrowband precoding schemes to be operated on wideband systems under frequency-selective channels remains an... In mmWave massive multiple-input multiple-output(MIMO)communication systems,the extension of low-complexity narrowband precoding schemes to be operated on wideband systems under frequency-selective channels remains an important challenge at the current time.This paper investigates a low complexity wideband hybrid precoding scheme for mmWave massive MIMO multicarrier systems under a single-user,fully-connected hybrid architecture.We show that the radio frequency(RF)precoding/combining vectors can be directly derived from the eigenvectors of the optimal fully-digital covariance matrix over all subcarriers in order to maximize the sum rate of spectral efficiency.We also suggest a new method that iteratively reduces the residual error between the covariance matrix and the sum of products of precoding matrices over all the subcarriers to improve the performance in the case where the number of RF chains is higher than the number of streams.The results of the simulation show that the proposed schemes’complexity is low compared to the present methods,and their performance can almost reach the upper bound achieved by the optimal full-baseband design. 展开更多
关键词 analog/digital precoding massive MIMO millimeter wave communication wideband hybrid
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Experi mental study on a novel polarization state generator
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作者 WANG Jun-li FANG Qiang 《Optoelectronics Letters》 EI 2006年第1期18-20,共3页
In this letter,a new polarization state generator(PSG) is presented,which can generate an output with arbitrary state of polarization(SOP).This PSG consists of a linear polarizer,a rotatable quarter-waveplate,and a ro... In this letter,a new polarization state generator(PSG) is presented,which can generate an output with arbitrary state of polarization(SOP).This PSG consists of a linear polarizer,a rotatable quarter-waveplate,and a rotatable half-waveplate.The PSG can be used to study the polarization-related effects on optical components and on optical fiber communication systems. 展开更多
关键词 偏振态发生器 PSG 线性偏光器 光学纤维
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Game Theory-Based IoT Efficient Power Control in Cognitive UAV
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作者 Fadhil Mukhlif Norafida Ithnin +2 位作者 Omar B.Abdulghafoor Faiz Alotaibi Nourah Saad Alotaibi 《Computers, Materials & Continua》 SCIE EI 2022年第7期1561-1578,共18页
With the help of network densification,network coverage as well as the throughput can be improved via ultra-dense networks(UDNs).In tandem,Unmanned Aerial Vehicle(UAV)communications have recently garnered much attenti... With the help of network densification,network coverage as well as the throughput can be improved via ultra-dense networks(UDNs).In tandem,Unmanned Aerial Vehicle(UAV)communications have recently garnered much attention because of their high agility as well as widespread applications.In this paper,a cognitive UAV is proposed for wireless nodes power pertaining to the IoT ground terminal.Further,the UAV is included in the IoT system as the source of power for the wireless nodes as well as for resource allocation.The quality of service(QoS)related to the cognitive node was considered as a utility function based on pricing scheme that was modelled as a non-cooperative game theory in order to maximise users’net utility function.Moreover,an energy efficiency non-cooperative game theory power allocation with pricing scheme(EE-NGPAP)is proposed to obtain an efficient power control within IoT wireless nodes.Further,uniqueness and existence of the Nash equilibrium have been demonstrated mathematically and through simulation.Simulation results show that the proposed energy harvest algorithm demonstrated considerable decrease in transmitted power consumption in terms of average power reduction,which is regarded to be apt with the 5Gnetworks’vision.Finally,the proposed algorithm requires around 4 iterations only to converge to NE which makes the algorithm more suitable in practical heterogeneous scenarios. 展开更多
关键词 UAV DRONES WSN IOT game theory energy efficiency 5G&B5G networks
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Printable Optical Filters for Visible Optical Communications 被引量:1
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作者 P.S.André L.Nero +2 位作者 Vania T.Freitas M.S.Relvas R.A.S.Ferreira 《Optics and Photonics Journal》 2013年第2期136-138,共3页
The design, production and characterization of tailored printable optical filters for visible optical communications are demonstrated. As result, the average color difference between the specified and the produced fil... The design, production and characterization of tailored printable optical filters for visible optical communications are demonstrated. As result, the average color difference between the specified and the produced filters is 32.6, quantified in terms of CIELAB coordinates. 展开更多
关键词 Free-space Optical Communication Wavelength Filtering Devices
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Characterization of the Modified Lifting Scheme Compression Method of EMG Signals
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作者 Ele Pierre Ntsama Eloundou Pascal Tonye Emmanuel 《通讯和计算机(中英文版)》 2011年第11期1013-1021,共9页
关键词 肌电信号 提升方案 压缩方法 表征方法 改性 小波包变换 信号噪声比 数据压缩
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Modeling of a Broadband Wireless Network for E-health Centers of Rural Coast Region in Tanzania
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作者 Apolot Mary Damian D.Haule 《通讯和计算机(中英文版)》 2012年第9期1057-1063,共7页
关键词 网络建模 宽带无线网络 农村 海岸地区 坦桑尼亚 健康 视频服务 远程医疗
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Exciton-polaritons in a 2D hybrid organic-inorganic perovskite microcavity with the presence of optical Stark effect
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作者 Kenneth Coker 郑楚媛 +2 位作者 Joseph Roger Arhin Kwame Opuni-Boachie Obour Agyekum 张伟利 《Chinese Physics B》 SCIE EI CAS CSCD 2024年第3期551-555,共5页
This study investigates the properties of exciton-polaritons in a two-dimensional(2D)hybrid organic-inorganic perovskite microcavity in the presence of optical Stark effect.Through both steady and dynamic state analys... This study investigates the properties of exciton-polaritons in a two-dimensional(2D)hybrid organic-inorganic perovskite microcavity in the presence of optical Stark effect.Through both steady and dynamic state analyses,strong coupling between excitons of perovskite and cavity photons is revealed,indicating the formation of polaritons in the perovskite microcavity.Besides,it is found that an external optical Stark pulse can induce energy shifts of excitons proportional to the pulse intensity,which modifies the dispersion characteristics of the polaritons. 展开更多
关键词 EXCITON-POLARITONS PEROVSKITE MICROCAVITY optical Stark effect
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Risk assessment of high-speed railway CTC system based on improved game theory and cloud model
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作者 Yanhao Sun Tao Zhang +2 位作者 Shuxin Ding Zhiming Yuan Shengliang Yang 《Railway Sciences》 2024年第3期388-410,共23页
Purpose-In order to solve the problem of inaccurate calculation of index weights,subjectivity and uncertainty of index assessment in the risk assessment process,this study aims to propose a scientific and reasonable c... Purpose-In order to solve the problem of inaccurate calculation of index weights,subjectivity and uncertainty of index assessment in the risk assessment process,this study aims to propose a scientific and reasonable centralized traffic control(CTC)system risk assessment method.Design/methodologylapproach-First,system-theoretic process analysis(STPA)is used to conduct risk analysis on the CTC system and constructs risk assessment indexes based on this analysis.Then,to enhance the accuracy of weight calculation,the fuzzy analytical hierarchy process(FAHP),fuzzy decision-making trial and evaluation laboratory(FDEMATEL)and entropy weight method are employed to calculate the subjective weight,relative weight and objective weight of each index.These three types of weights are combined using game theory to obtain the combined weight for each index.To reduce subjectivity and uncertainty in the assessment process,the backward cloud generator method is utilized to obtain the numerical character(NC)of the cloud model for each index.The NCs of the indexes are then weighted to derive the comprehensive cloud for risk assessment of the CTC system.This cloud model is used to obtain the CTC system's comprehensive risk assessment.The model's similarity measurement method gauges the likeness between the comprehensive risk assessment cloud and the risk standard cloud.Finally,this process yields the risk assessment results for the CTC system.Findings-The cloud model can handle the subjectivity and fuzziness in the risk assessment process well.The cloud model-based risk assessment method was applied to the CTC system risk assessment of a railway group and achieved good results.Originality/value-This study provides a cloud model-based method for risk assessment of CTC systems,which accurately calculates the weight of risk indexes and uses cloud models to reduce uncertainty and subjectivity in the assessment,achieving effective risk assessment of CTC systems.It can provide a reference and theoretical basis for risk management of the CTC system. 展开更多
关键词 High-speed railway Centralized traffic control Risk assessment Game theory Cloud model Paper type Research paper
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Negative Refraction at a Lossy Interface and a Bold Hypothesis via Complex Frequency
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作者 YIN Cheng KAN Xuefen +2 位作者 SHAN Minglei CAO Zhuangqi WANG Xianping 《Journal of Shanghai Jiaotong university(Science)》 EI 2019年第5期545-550,共6页
We investigate the negative refraction effect at a planar interface of a highly absorptive material,where the direct experimental verification is difficult because of the loss-induced skin depth effect. An apparent co... We investigate the negative refraction effect at a planar interface of a highly absorptive material,where the direct experimental verification is difficult because of the loss-induced skin depth effect. An apparent contradiction occurs when we try to determine the group velocity direction by the method of equifrequency contours(EFCs) in detail. This contradiction forbids any physical solution to be found for negative refraction.We conclude that this paradox is mainly caused by the definition of complex wavevector ■which is conventionally adopted in the case of complex permittivity. The complex wavevector may result in ambiguously defined optical path, which limits the application of the classical Snell’s law. We propose a bold suggestion that the complex wavevector■ should be replaced by a complex frequency■ . Therefore, the optical path can always be defined as real. The proposed hypothesis is capable of resolving the contradiction about the loss-induced negative refraction,and the obtained theoretical prediction fits well with the reported experimental results. 展开更多
关键词 Drude material negative refraction anomalous dispersion complex frequency
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Polarization and Breakdown Analysis of AlGaN Channel HEMTs with AlN Buffer
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作者 Godwin Raj Mohan Kumar Chandan Kumar Sarkar 《World Journal of Condensed Matter Physics》 2015年第3期232-243,共12页
We have demonstrated the first carrier density model for AlGaN channel with AlN buffer using spontaneous and piezoelectric polarization comparison with experimental and theoretical results. From the results we proved ... We have demonstrated the first carrier density model for AlGaN channel with AlN buffer using spontaneous and piezoelectric polarization comparison with experimental and theoretical results. From the results we proved that the formation of 2DEG in undoped structure relied both on spontaneous and piezoelectric polarization. The electron distribution of Al concentration (0 < x < 0.5) was measured for both AlGaN channel and barrier. Barrier thickness assumed between 20 and 25 nm for validating the experimental results. The carrier concentration was observed at the specific interface of the N- and Ga-face by assuming x1, x2 = 0. The model results are verified with previously reported experimental data. 展开更多
关键词 ALGAN CHANNEL Sheet CARRIER Concentration Model N- and Ga-face POLARIZATION High BREAKDOWN Total Induced Net Interface POLARIZATION
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Contribution to the Study of 2R Regenerators in Optical Transmission Link into Account the PMD
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作者 Mokhdar Amel Chikhbled Mohamed 《Journal of Control Science and Engineering》 2015年第1期1-8,共8页
With the development of optical communication systems in high bandwidth fiber, various degradations affect the propagation of light signals such as polarization mode dispersion which represents a temporal pulse broade... With the development of optical communication systems in high bandwidth fiber, various degradations affect the propagation of light signals such as polarization mode dispersion which represents a temporal pulse broadening, it becomes troublesome from long and long distances for this, it is necessary to regenerate the signal optically, that is to say, the amplified (1R regeneration) , the reshaping (2R regeneration) and sometimes resynchronize to overcome the phenomenon of jitter time (3R regeneration). In this paper we study the contribution of 2R optical regenerator self-modulation to combat the phenomenon of polarization mode dispersion. The experiment is simulated with optisystem. 展开更多
关键词 2R optical regeneration polarization mode dispersion bit error rate.
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Low-threshold bistable reflection assisted by oscillating wave interaction with Kerr nonlinear medium
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作者 Yingcong Zhang Wenjuan Cai +5 位作者 Xianping Wang Wen Yuan Cheng Yin Jun Li Haimei Luo Minghuang Sang 《Chinese Physics B》 SCIE EI CAS CSCD 2021年第8期364-369,共6页
Owing to the enormously enhanced oscillating wave,a minute variation of the incident light intensity will give rise to a change in the dielectric constant of the Kerr nonlinear medium and lead to a bistable reflection... Owing to the enormously enhanced oscillating wave,a minute variation of the incident light intensity will give rise to a change in the dielectric constant of the Kerr nonlinear medium and lead to a bistable reflection with an ultra-low threshold intensity,which is closely related to the angle of incidence and the thickness of the Kerr nonlinear medium.The criterion for the existence of optical bistability is derived.Our bistability scheme is simple and not limited to the TM-polarization. 展开更多
关键词 optical bistability WAVEGUIDE nonlinear optics Kerr nonlinear material
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Contribution to Computer Waste Management:Knowledge of the Regulatory Framework by Industry Stakeholders in Guinea
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作者 Fatoumata Sylla Ansoumane Sakouvogui +3 位作者 Saran Camara Mamadou Sanoussy Camara Mamadou Kabirou Bah Alpha Issiaga Diallo 《Journal of Environmental Science and Engineering(A)》 CAS 2024年第5期156-164,共9页
In African countries,regulations on the management of WTE(Waste from Information Technology Equipment)are non-existent or sometimes insufficient,if they exist.This study shows how to mention waste from information tec... In African countries,regulations on the management of WTE(Waste from Information Technology Equipment)are non-existent or sometimes insufficient,if they exist.This study shows how to mention waste from information technology equipment in a country that does not have a regulatory legislative framework or organized management channels.A methodological approach based on documentary research and semi-directed interviews was adopted in this work.The results showed that 54.55%of institutional managers are unaware of the existence of regulations for the management of WTE,both at the national and international levels;72.72%of these managers do not have a specific implementing text for this management;72.73%of institutions have adopted an acquisition policy based on the needs of workers and 81.82%of institutions store WTE in warehouses.Relations with waste collection SMEs(Small and Midsize Enterprises),especially for IT equipment,are limited for 72.73%of institutions.In terms of improving the capacity to manage WEEE(Waste Electrical and Electronic Equipment),90.91%of institutions do not offer training or awareness raising.Overall,no significant indicators are in place to assess WEEE management in institutions,which reflects a lack of commitment and awareness among institutional managers.In addition,there are no financial means for ecological and sustainable management.Although 27.27%of managers are aware of the dangers to human health and the environment related to IT equipment,they are often unaware of the harmful consequences of abandoning it in nature. 展开更多
关键词 WASTE IT equipment legal frameworks REGULATIONS informal management
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Investigation of Algorithms for VolP Signaling
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作者 Todorka Georgieva Ekaterina Dimitrova Slava Yordanova 《Journal of Electrical Engineering》 2016年第4期203-207,共5页
This paper discusses issues regarding the operation of algorithms for VolP (voice over intemet protocol) signaling. The resulting data include jitter, packet delays, delays related to signalization, distribution of ... This paper discusses issues regarding the operation of algorithms for VolP (voice over intemet protocol) signaling. The resulting data include jitter, packet delays, delays related to signalization, distribution of packets in protocols and relative assessments of QoS (quality of service) and MOS (mean opinion score). 展开更多
关键词 CODEC PACKET signalization VoIP.
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