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Diameter信令网业务模型研究及展望 被引量:1
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作者 宋小明 邵永平 +1 位作者 李雪芳 王海陶 《电信工程技术与标准化》 2016年第6期60-64,共5页
随着4G业务的发展,控制面网元对Diameter信令网的支撑要求与日俱增;本文分析了Diameter信令网面临的问题,提出了应对策略及建议,同时,分析了目前中国移动的S6a接口业务特性,结合现网历史统计数据以及信令流程特征,提出了业务模型的核定... 随着4G业务的发展,控制面网元对Diameter信令网的支撑要求与日俱增;本文分析了Diameter信令网面临的问题,提出了应对策略及建议,同时,分析了目前中国移动的S6a接口业务特性,结合现网历史统计数据以及信令流程特征,提出了业务模型的核定方法,使得Diameter信令网资源配置能够更符合未来4G业务发展的实际需求,最后展望了Diameter信令网未来演进方向。 展开更多
关键词 diameter信令网 S6a接口 业务模型 虚拟化
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黑龙江移动Diameter信令网建设方案分析 被引量:1
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作者 魏佳旻 《通讯世界》 2015年第6期53-53,共1页
随着中国移动大规模开展TD-LTE 4G网络的建设,原有基于传统电路交换的核心网网络正在萎缩,传统核心网逐渐被EPC核心网所取代。在EPC核心网网络架构下,网元间均采用IP接口协议,Diameter协议广泛应用在IMS/PCC/EPC网络中进行信令交互,传... 随着中国移动大规模开展TD-LTE 4G网络的建设,原有基于传统电路交换的核心网网络正在萎缩,传统核心网逐渐被EPC核心网所取代。在EPC核心网网络架构下,网元间均采用IP接口协议,Diameter协议广泛应用在IMS/PCC/EPC网络中进行信令交互,传统七号信令网已经不能满足未来网络发展需求,由此引入Diameter信令网的建设。本文对Diameter信令网进行介绍,并结合实际情况对黑龙江省Diameter信令网的建设方案进行分析。 展开更多
关键词 diameter信令网 EPC核心网 4G网络
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Diameter信令网组网方案研究 被引量:1
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作者 牛芳 卜忠贵 李雪芳 《电信工程技术与标准化》 2017年第3期61-64,共4页
4G、Vo LTE以及后续融合通信等业务的出现,对Diameter信令网提出更高的要求。为满足信令转接需求,省内引入多对LDRA。多LDRA组网应划分信令汇接区,要求核心网网元按照LDRA分区方式进行分区,各网元Pool覆盖区域应小于LDRA信令汇接区,避... 4G、Vo LTE以及后续融合通信等业务的出现,对Diameter信令网提出更高的要求。为满足信令转接需求,省内引入多对LDRA。多LDRA组网应划分信令汇接区,要求核心网网元按照LDRA分区方式进行分区,各网元Pool覆盖区域应小于LDRA信令汇接区,避免跨信令汇接区组Pool造成的信令迂回。 展开更多
关键词 diameter 组网方案 分区
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浅析Diameter信令网
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作者 梁艳 《中国新通信》 2014年第8期12-12,共1页
主要介绍了Diameter信令网的网络应用、组网模式,并对Diameter信令网与NO.7信令网的关系进行分析。
关键词 diameter DRA EPC NO 7组网
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Diameter信令网业务模型影响因素探讨
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作者 宋小明 邵永平 +1 位作者 杨旭 卜忠贵 《广东通信技术》 2017年第3期61-65,共5页
本文参考规范对Vo LTE业务流程进行分析总结,以Diameter信令网各接口信令负荷历史数据为依据,对业务模型参数进行研究,分析哪些因素会对接口消息影响较大,最后针对各影响因素提出业务模型调整建议,可为Diameter信令网规划与建设提供参... 本文参考规范对Vo LTE业务流程进行分析总结,以Diameter信令网各接口信令负荷历史数据为依据,对业务模型参数进行研究,分析哪些因素会对接口消息影响较大,最后针对各影响因素提出业务模型调整建议,可为Diameter信令网规划与建设提供参考依据。 展开更多
关键词 diameter信令 Cx接口 Sh接口
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5G信令网SCP组网与演进方案研究
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作者 李承基 王志峰 《广播电视网络》 2024年第6期44-47,共4页
本文对信令风暴事故和现网存在的问题进行分析,论证信令网演进的必要性,介绍了5G信令网关键网元SCP的通信模式和组网方案,对引入SCP后信令网链路简化进行计算分析,并结合信令网规划经验提出演进策略,为运营商信令网规划建设提供参考。
关键词 5G信令网 SCP NRF
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Effect of a cervical collar on optic nerve sheath diameter in trauma patients
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作者 Mümin Murat Yazici Ozcan Yavasi 《World Journal of Emergency Medicine》 SCIE CAS CSCD 2024年第2期126-130,共5页
BACKGROUND:As advocated in advanced trauma life support and prehospital trauma life support protocols,cervical immobilization is applied until cervical spine injury is excluded.This study aimed to show the difference ... BACKGROUND:As advocated in advanced trauma life support and prehospital trauma life support protocols,cervical immobilization is applied until cervical spine injury is excluded.This study aimed to show the difference in optic nerve sheath diameter(ONSD)between patients with and without a cervical collar using computed tomography(CT).METHODS:This was a single-center,retrospective study examining trauma patients who presented to the emergency department between January 1,2021,and December 31,2021.The ONSD on brain CT of the trauma patients was measured and analyzed to determine whether there was a difference between the ONSD with and without the cervical collar.RESULTS:The study population consisted of 169 patients.On CT imaging of patients with(n=66)and without(n=103)cervical collars,the mean ONSD in the axial plane were 5.43±0.50 mm and 5.04±0.46 mm respectively for the right eye and 5.50±0.52 mm and 5.11±0.46 mm respectively for the left eye.The results revealed an association between the presence of a cervical collar and the mean ONSD,which was statistically significant(P<0.001)for both the right and left eyes.CONCLUSION:A cervical collar may be associated with increased ONSD.The effect of this increase in the ONSD on clinical outcomes needs to be investigated,and the actual need for cervical collar in the emergency department should be evaluated on a case-by-case basis. 展开更多
关键词 Optic nerve sheath diameter Computed tomography TRAUMA Emergency medicine
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Added value of ratio of cross diameters of the appendix in ultrasound diagnosis of acute appendicitis
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作者 Feng-Wa Gu Si-Ze Wu 《World Journal of Gastrointestinal Surgery》 SCIE 2024年第1期21-28,共8页
BACKGROUND The maximum outer diameter(MOD)of the appendix is an essential parameter for diagnosing acute appendicitis,but there is space for improvement in ultrasound(US)diagnostic performance.AIM To investigate wheth... BACKGROUND The maximum outer diameter(MOD)of the appendix is an essential parameter for diagnosing acute appendicitis,but there is space for improvement in ultrasound(US)diagnostic performance.AIM To investigate whether combining the ratio of the cross diameters(RATIO)of the appendix with MOD of the appendix can enhance the diagnostic performance of acute appendicitis.METHODS A retrospective study was conducted,and medical records of 233 patients with acute appendicitis and 112 patients with a normal appendix were reviewed.The MOD and RATIO of the appendix were calculated and tested for their diagnostic performance of acute appendicitis,both individually and in combination.RESULTS The RATIO for a normal appendix was 1.32±0.16,while for acute appendicitis it was 1.09±0.07.The cut-off value for RATIO was determined to be≤1.18.The area under the receiver operating characteristic curve(AUC)for diagnosing acute appendicitis using RATIO≤1.18 and MOD>6 mm was 0.870 and 0.652,respectively.There was a significant difference in AUC between RATIO≤1.18 and MOD>6 mm(P<0.0001).When comparing the combination of RATIO≤1.18 and MOD>6 mm with MOD>6 mm alone,the combination showed increased specificity,positive predictive value(PPV),and AUC.However,the sensitivity and negative predictive value decreased.CONCLUSION Combining RATIO of the appendix≤1.18 and MOD>6 mm can significantly improve the specificity,PPV,and AUC in the US diagnosis of acute appendicitis. 展开更多
关键词 Acute appendicitis diameter RATIO Diagnosis ULTRASOUND
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Simulation of Haloxylon Ammodendron Stand Basic Diameter Structure Based on Fuzzy Distribution Function
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作者 Shaohua Wang Chuanqiang Liu Ting Yang 《Agricultural Sciences》 2024年第1期132-145,共14页
Based on the investigation data of 12 Haloxylon ammodendron plots in the south edge of Gurbantunggut Desert, Fuzzy distribution was introduced into the study of Haloxylon ammodendron base diameter structure fitting ac... Based on the investigation data of 12 Haloxylon ammodendron plots in the south edge of Gurbantunggut Desert, Fuzzy distribution was introduced into the study of Haloxylon ammodendron base diameter structure fitting according to the consistency between the characteristics of Fuzzy distribution function and the distribution series of cumulative percentage of stand base diameter, and the fitting precision and effect of Fuzzy distribution function were discussed. The root mean square error RMSE and determination coefficient R<sup>2</sup> values showed that Fuzzy-Γ<sub>1</sub>, Fuzzy-Γ<sub>2</sub>, Fuzzy-Γ<sub>3</sub>, Fuzzy-Γ<sub>4</sub> had good fitting performance, among which Fuzzy-Γ<sub>1</sub> had relatively high fitting precision, and its parameters were closely related to stand age and density, Fuzzy-Γ<sub>2</sub> distribution function was the second, and Fuzzy-Γ<sub>4</sub> distribution function had the worst fitting effect. By introducing a parameter c from the similarity of four distribution function formulas, a generalized Fuzzy distribution function Fuzzy-Γ<sub>5</sub> is obtained. This function shows the highest fitting accuracy. Most of the values of parameter c are near 1 or 2, which shows that the diameter distribution is mainly approximate to Fuzzy-Γ<sub>1</sub> and Fuzzy-Γ<sub>2</sub>. 展开更多
关键词 Fuzzy Distribution Function Haloxylon Ammodendron Base diameter Distribution Stand Factor
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Increased retinal venule diameter as a prognostic indicator for recurrent cerebrovascular events:a prospective observational study
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作者 Ying Zhao Dawei Dong +5 位作者 Ding Yan Bing Yang Weirong Gui Man Ke Anding Xu Zefeng Tan 《Neural Regeneration Research》 SCIE CAS CSCD 2024年第5期1156-1160,共5页
Microvasculature of the retina is considered an alternative marker of cerebral vascular risk in healthy populations.However,the ability of retinal vasculature changes,specifically focusing on retinal vessel diameter,t... Microvasculature of the retina is considered an alternative marker of cerebral vascular risk in healthy populations.However,the ability of retinal vasculature changes,specifically focusing on retinal vessel diameter,to predict the recurrence of cerebrovascular events in patients with ischemic stroke has not been determined comprehensively.While previous studies have shown a link between retinal vessel diameter and recurrent cerebrovascular events,they have not incorporated this information into a predictive model.Therefore,this study aimed to investigate the relationship between retinal vessel diameter and subsequent cerebrovascular events in patients with acute ischemic stroke.Additionally,we sought to establish a predictive model by combining retinal veessel diameter with traditional risk factors.We performed a prospective observational study of 141 patients with acute ischemic stroke who were admitted to the First Affiliated Hospital of Jinan University.All of these patients underwent digital retinal imaging within 72 hours of admission and were followed up for 3 years.We found that,after adjusting for related risk factors,patients with acute ischemic stroke with mean arteriolar diameter within 0.5-1.0 disc diameters of the disc margin(MAD_(0.5-1.0DD))of≥74.14μm and mean venular diameter within 0.5-1.0 disc diameters of the disc margin(MVD_(0.5-1.0DD))of≥83.91μm tended to experience recurrent cerebrovascular events.We established three multivariate Cox proportional hazard regression models:model 1 included traditional risk factors,model 2 added MAD_(0.5-1.0DD)to model 1,and model 3 added MVD0.5-1.0DD to model 1.Model 3 had the greatest potential to predict subsequent cerebrovascular events,followed by model 2,and finally model 1.These findings indicate that combining retinal venular or arteriolar diameter with traditional risk factors could improve the prediction of recurrent cerebrovascular events in patients with acute ischemic stroke,and that retinal imaging could be a useful and non-invasive method for identifying high-risk patients who require closer monitoring and more aggressive management. 展开更多
关键词 acute ischemic stroke arteriolar cerebrovascular events diameter digital retinal imaging MICROVASCULATURE prediction RECURRENT RETINA venular
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One-year results for myopia control of orthokeratology with different back optic zone diameters: a randomized trial using a novel multispectral-based topographer
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作者 Wen-Ting Tang Xiang-Ning Luo +4 位作者 Wen-Jing Zhao Jia Liao Xin-Yue Xu Hui-Dan Zhang Li Zhang 《International Journal of Ophthalmology(English edition)》 SCIE CAS 2024年第2期324-330,共7页
AIM:To present the 1-year results of a prospective cohort study investigating the efficacy,potential mechanism,and safety of orthokeratology(ortho-k)with different back optic zone diameters(BOZD)for myopia control in ... AIM:To present the 1-year results of a prospective cohort study investigating the efficacy,potential mechanism,and safety of orthokeratology(ortho-k)with different back optic zone diameters(BOZD)for myopia control in children.METHODS:This randomized clinical study was performed between Dec.2020 and Dec.2021.Participants were randomly assigned to three groups wearing ortho-k:5 mm BOZD(5-MM group),5.5 mm BOZD(5.5-MM group),and 6 mm BOZD(6-MM group).The 1-year data were recorded,including axial length,relative peripheral refraction(RPR,measured by multispectral refractive topography,MRT),and visual quality.The contrast sensitivity(CS)was evaluated by CSV-1000 instrument with spatial frequencies of 3,6,12,and 18 cycles/degree(c/d);the corneal higher-order aberrations(HOAs)were measured by iTrace aberration analyzer.The one-way ANOVA was performed to assess the differences between the three groups.The correlation between the change in AL and RPR was calculated by Pearson’s correlation coefficient.RESULTS:The 1-year results of 20,21,and 21 subjects in the 5-MM,5.5-MM,and 6-MM groups,respectively,were presented.There were no statistical differences in baseline age,sex,or ocular parameters between the three groups(all P>0.05).At the 1-year visit,the 5-MM group had lower axial elongation than the 6-MM group(0.07±0.09 vs 0.18±0.11 mm,P=0.001).The 5-MM group had more myopic total RPR(TRPR,P=0.014),with RPR in the 15°–30°(RPR 15–30,P=0.015),30°–45°(RPR 30–45,P=0.011),temporal(RPR-T,P=0.008),and nasal area(RPR-N,P<0.001)than the 6-MM group.RPR 15–30 in the 5.5-MM group was more myopic than that in the 6-MM group(P=0.002),and RPR-N in the 5-MM group was more myopic than that in the 5.5-MM group(P<0.001).There were positive correlations between the axial elongation and the change in TRPR(r=0.756,P<0.001),RPR 15–30(r=0.364,P=0.004),RPR 30–45(r=0.306,P=0.016),and RPR-N(r=0.253,P=0.047).The CS decreased at 3 c/d(P<0.001),and the corneal HOAs increased in the 5-MM group(P=0.030).CONCLUSION:Ortho-k with 5 mm BOZD can control myopia progression more effectively.The mechanism may be associated with greater myopic shifts in RPR. 展开更多
关键词 relative peripheral refraction ORTHOKERATOLOGY MYOPIA back optic zone diameter axial length multispectral refractive topography
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Study of the Characteristics of Large-Diameter Iron Bars Obtained by Rolling at the ODHAV Foundry in the Republic of Guinea
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作者 Alpha Issa Diallo Jean Ahmadou Kourouma +3 位作者 Adama Moussa Sakho Younoussa Moussa Baldé Mamadou Madaniou Sow Alexandre Lucien Richard 《Journal of Materials Science and Chemical Engineering》 2024年第6期43-54,共12页
This work consists of evaluating the quality of the mechanical parameters of large-diameter steels, i.e. 20, 25, 28 and 32, through a process of recycling scrap metal that fills garages, rubbish dumps, gutters and oth... This work consists of evaluating the quality of the mechanical parameters of large-diameter steels, i.e. 20, 25, 28 and 32, through a process of recycling scrap metal that fills garages, rubbish dumps, gutters and other abandoned sites, as well as imported concrete reinforcing steel sold in the Republic of Guinea. To carry out this important work, a number of mechanical tensile and bending tests and a microscopic analysis combining two devices, an electron microscope and a photographic camera, were carried out. The samples were taken from sampling areas in the major communes of Conakry, namely: Casse Sonfonia, Matoto and Kagbélen. The tensile strength values of the large dimensions 20, 25, 28 and 32 are given in the tables. 展开更多
关键词 Recycled Scrap Large diameter ROLLING Tensile Testing BENDING
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基于Diameter的下一代信令网研究 被引量:5
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作者 尚楠 李学东 余银凤 《邮电设计技术》 2013年第5期84-87,共4页
介绍了核心网演进的SAE解决方案;阐述了SAE系统下的Diameter信令及DRA引入;通过对DRA的分析得出了DRA组网原则及设置原则;探讨了现网信令网向下一代信令网演进的思路。
关键词 系统架构演进 diameter 信令网 组网
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Diameter信令网的设计与实现 被引量:1
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作者 邓敬彧 劳斌 《广西通信技术》 2016年第1期1-3,7,共4页
Diameter信令网的组建是通信网络演进下的必然产物。首先简单介绍了Diameter信令网的应用场景(包括EPC/PCC/IMS)及应用接口,然后重点介绍了通过DRA节点组建Diameter信令网的设计与实现。
关键词 diameter路由代理 信令网 演进的分组核心网
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Diameter信令组网策略研究 被引量:6
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作者 孔力 韦广林 王题 《邮电设计技术》 2013年第2期1-4,共4页
在介绍建设DRA必要性的基础上,从DRA的工作模式、数据同步、处理能力等方面讨论了DRA组网需要关注的问题,最后研究了在引入EPC后,EPC、PCC和IMS等网元之间的Diameter信令网组网策略。
关键词 演进的分组核心网 diameter路由代理 信令网
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Sub-stand diameter distribution types vary along an old-growth Douglas-fir chronosequence into the horizontal diversification development stage 被引量:1
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作者 JeriLynn E.Peck Eric K.Zenner 《Journal of Forestry Research》 SCIE CAS CSCD 2023年第2期415-424,共10页
Managing mature Douglas-fir[Pseudotsuga menziesii(Mirb.)Franco]stands to emulate the structural complexity of natural old-growth forest requires identifying structural targets at the sub-stand level at which neighborh... Managing mature Douglas-fir[Pseudotsuga menziesii(Mirb.)Franco]stands to emulate the structural complexity of natural old-growth forest requires identifying structural targets at the sub-stand level at which neighborhood dynamics and patchy disturbance shape structure.We therefore sought to describe the archetypal shapes of predominant sub-stand diameter distribution types(DDTs)observed in natural tree neighborhoods in stands comprising a chronosequence(ca.120-450+yrs)encompassing mature,vertical diversification,and horizontal diversification development stages.The ten 1.0 ha stands are located in the southcentral Oregon Cascades,USA.Building on the known spatial position of each tree,natural tree neighborhoods were identified using the floating neighborhood approach based on spatial tessellation connecting neighboring trees at the first-(mean 61 m2)through fifth-(mean 2058 m2)order scales.Cluster analysis was then used to objectively identify the most predominant DDTs among the relative tree size distributions observed in the trans-scale neighborhoods within each stand.Repeated measures regression was used to classify each DDT to one of six observed archetypal shapes:negative exponential,unimodal,rotated sigmoid,bimodal,concave,or multi-modal.Only three of the 81 observed DDTs deviated by<10%from the stand average,while every stand had at least one DDT that deviated by>50%(maximum 83%).Within each stand,five to ten predominant DDTs were observed,which deviated from the stand average by 30-48%and were characterized by two to five different archetypal shapes.Consequently,in some stands the majority of tree neighborhoods were best characterized by a different shape from that assigned at the stand level.Deviation from the stand average increased from the youngest stand in the mature development stage through the middle stands in the vertical diversification stage to the oldest stands in the horizontal diversification stage.The complexity of DDT shapes tended to increase along the chronosequence(from negative exponential and uniform toward concave and multi-modal),with shape richness highest mid-sequence and evenness peaking in the oldest stands.The high diversity of sub-stand structural complexity reduces the utility of standlevel diameter distributions as old-growth restoration targets.However,the presence in early-sequence stands of sub-stand diameter distributions common to later-sequence stands may facilitate active management at the neighborhood level to promote future old-growth condition.Restoration of substand diameter structures would likely require combining spatial perspectives,such as by augmenting tree-level croptree management with diameter distribution targets for the resulting tree neighborhoods. 展开更多
关键词 diameter distribution type Floating neighborhood Restoration silviculture Small-scale Structural complexity
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Alternative expressions for stand diameter in complex forests 被引量:1
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作者 Mark J.Ducey John A.Kershaw Jr. 《Forest Ecosystems》 SCIE CSCD 2023年第3期328-336,共9页
Quadratic mean diameter is the most frequently reported descriptor of the diameter distribution of forests.As such,it is often used as an indicator of forest stand structure,developmental stage,and ecological and econ... Quadratic mean diameter is the most frequently reported descriptor of the diameter distribution of forests.As such,it is often used as an indicator of forest stand structure,developmental stage,and ecological and economic potential.However,quadratic mean diameter can be heavily influenced by the presence or absence of large numbers of small stems in lower canopy strata,and it is also sensitive to left-truncation of the diameter distribution,making its interpretation across inventories with different protocols challenging.Here,we examine three alternative expressions of stand diameter:the arithmetic and quadratic mean diameter of the thickest 100 trees per hectare,and the basal area-weighted mean diameter.Using data from the United States Forest Inventory and Analysis program for New York and New England,these alternative expressions showed closer correlation with multiple stand structural variables than did quadratic mean diameter,including merchantable cubic and board foot volume per hectare,aboveground live tree carbon per hectare,and total number of live and dead standing trees greater than 40 cm diameter at breast height per hectare(previously proposed as an index of old-growth structure).Arithmetic and quadratic mean diameter of the thickest 100 trees per hectare showed nearly identical performance,and the strongest correlations across the board.We develop closed-form expressions for these variables when the diameter distribution is a Weibull,and illustrate their behavior relative to quadratic mean diameter for that situation.While the reasons for prevalence of quadratic mean diameter as an indicator remain valid,we suggest that these alternative measures should be more widely reported and analyzed to give a more informative depiction of stand structure and development in complex forests. 展开更多
关键词 Forest structure diameter at breast height Weibull distribution
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LTE信令监测系统中S6a接口Diameter协议解码模块设计与实现 被引量:1
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作者 郑挺 张治中 《广东通信技术》 2014年第6期25-30,共6页
通过对LTE网络中S6a接口所遵守的Diameter协议研究和分析,设计并实现了其解码模块。为了满足不同功能模块对解码结果的调用,在解码模块中设计和实现了两种不同接口-详细解码接口和简单解码接口。针对传统解码实现中执行速度慢、效率低... 通过对LTE网络中S6a接口所遵守的Diameter协议研究和分析,设计并实现了其解码模块。为了满足不同功能模块对解码结果的调用,在解码模块中设计和实现了两种不同接口-详细解码接口和简单解码接口。针对传统解码实现中执行速度慢、效率低、代码冗余度大、不易维护等缺点,创新性的提出了分层解码、递归解码等多个解决方案。并通过LTE信令监测系统成功实现了Diameter协议中位置更新请求(Update-Location-Request)过程的解码,证明了设计方案的可行性。此方案已应用于LTE信令监测系统中,效果良好,达到了对Diameter协议解码的目标。 展开更多
关键词 LTE diameter 解码模块
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一种基于4G和5G融合信令网关接入的浮空平台应急通信系统组网方式
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作者 张立新 程行军 +2 位作者 黄晓明 黄成富 范文博 《中国新通信》 2023年第13期24-25,2,共3页
研究基于空间平台的应急通信系统网络结构,实现创新是非陆地接入网络(NTN)的热门前沿技术。本文提出一种基于4G和5G融合信令网关接入的浮空平台应急通信系统组网方式,并给出了网络架构、信令面和用户面协议栈、信令网关主要功能特点,为... 研究基于空间平台的应急通信系统网络结构,实现创新是非陆地接入网络(NTN)的热门前沿技术。本文提出一种基于4G和5G融合信令网关接入的浮空平台应急通信系统组网方式,并给出了网络架构、信令面和用户面协议栈、信令网关主要功能特点,为建立适应空间平台特殊环境的新型应急通信系统网络提供了技术解决方案,以期为支持应急通信系统特色解决方案的功能开发奠定基础。 展开更多
关键词 浮空平台 应急通信 4G和5G融合信令网 非陆地接入网络NTN
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Measuring tree stem diameters and straightness with depth-image computer vision
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作者 Hoang Tran Keith Woeste +2 位作者 Bowen Li Akshat Verma Guofan Shao 《Journal of Forestry Research》 SCIE CAS CSCD 2023年第5期1395-1405,共11页
Current techniques of forest inventory rely on manual measurements and are slow and labor intensive.Recent developments in computer vision and depth sensing can produce accurate measurement data at significantly reduc... Current techniques of forest inventory rely on manual measurements and are slow and labor intensive.Recent developments in computer vision and depth sensing can produce accurate measurement data at significantly reduced time and labor costs.We developed the ForSense system to measure the diameters of trees at various points along the stem as well as stem straightness.Time use,mean absolute error(MAE),and root mean squared error(RMSE)metrics were used to compare the system against manual methods,and to compare the system against itself(reproducibility).Depth-derived diameter measurements of the stems at the heights of 0.3,1.4,and 2.7 m achieved RMSE of 1.7,1.5,and 2.7 cm,respectively.The ForSense system produced straightness measurement data that was highly correlated with straightness ratings by trained foresters.The ForSense system was also consistent,achieving sub-centimeter diameter difference with subsequent measures and less than 4%difference in straightness value between runs.This method of forest inventory,which is based on depth-image computer vision,is time efficient compared to manual methods and less computationally and technologically intensive compared to Structure-from-Motion(SFM)photogrammetry and ground-based LiDAR or terrestrial laser scanning(TLS). 展开更多
关键词 Forest inventory Depth sensing Computer vision Tree diameter Stem straightness Trunk volume
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