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基于Sigmoid函数归一化的多光谱指数特征在油茶林遥感识别和样本迁移研究中的应用
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作者 章海亮 王宇 +5 位作者 胡梅 张译之 张晶 詹白勺 刘雪梅 罗微 《光谱学与光谱分析》 北大核心 2025年第4期1159-1167,共9页
遥感影像分析中,多光谱指数特征的归一化处理对于提高分类精度和模型的泛化能力至关重要。采用Google Earth Engine(GEE)平台,以Sentinel-1 SAR雷达遥感影像和Sentinel-2 A光学遥感影像为数据源,通过计算纹理特征、地形特征、极化特征和... 遥感影像分析中,多光谱指数特征的归一化处理对于提高分类精度和模型的泛化能力至关重要。采用Google Earth Engine(GEE)平台,以Sentinel-1 SAR雷达遥感影像和Sentinel-2 A光学遥感影像为数据源,通过计算纹理特征、地形特征、极化特征和Sigmoid函数归一化前后的多光谱指数特征构建不同的分类场景,采用随机森林、梯度提升树、支持向量机和朴素贝叶斯4种机器学习分类器进行分类实验,分析对光谱指数特征进行归一化处理是否有利于油茶林识别。将构建的卷积神经网络(CNN)和结合Bi-LSTM模块的深度学习模型与机器学习分类器进行比较,分析不同模型对油茶林识别效果。以吉安市2021年五种土地类型样本点为基础,将适合油茶林识别的分类场景应用到不同年份(2019年、2020年、2022年、2023年)的样本迁移中,分析各年份油茶林面积增量与空间分布。结果表明,归一化后的光谱指数特征与随机森林相结合对油茶林识别精度最高,整体精度(OA)为99.02%,Kappa系数为0.9837,油茶林用户精度(UA)为95.31%,油茶林生产者精度(PA)为93.74%;研究中CNN系列的深度学习模型对油茶林识别精度略低于随机森林分类器,其中结合Bi-LSTM模块的深度学习模型的整体精度(OA)为98.69%,Kappa系数为0.9713油茶林用户精度(UA)为94.96%,油茶林生产者精度(PA)为93.17%;2021年吉安市油茶林种植面积达184.4881万亩,其中遂川县占27.67%,为面积最大县;油茶林种植分布由地势高向地势低递减,种植地点多位于家庭农户附近的山坡地和自留地,油茶林种植面积逐年增加。研究所提出的油茶林提取方法能够为实现油茶林动态监测与管理提供帮助,所提出的样本迁移方法能有效减少样本采集和标注成本。 展开更多
关键词 Sentinel影像 油茶 sigmoid函数 Google Earth Engine 样本迁移
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结合Sigmoid函数的自适应时延估计算法研究 被引量:1
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作者 李典航 王申营 +2 位作者 程骏 彭云锋 邹腾跃 《自动化仪表》 2025年第4期31-35,41,共6页
当面对具有混响和强噪声的复杂环境时,传统的广义二次互相关时延估计算法往往存在精度不足的问题。为此,提出了一种改进的自适应时延估计算法。该算法的核心思想是利用前置自适应滤波器对声源信号进行降噪处理并获取信噪比参数,将信噪... 当面对具有混响和强噪声的复杂环境时,传统的广义二次互相关时延估计算法往往存在精度不足的问题。为此,提出了一种改进的自适应时延估计算法。该算法的核心思想是利用前置自适应滤波器对声源信号进行降噪处理并获取信噪比参数,将信噪比参数与Sigmoid函数相结合并引入相位变换(PHAT)加权函数的加权因子中,使得时延估计算法具备根据噪声强度自适应调整加权的能力。以人声声源信号为例,利用Matlab进行不同信噪比环境下的性能仿真试验,并在五元十字麦克风阵列下完成声源定位的仿真。试验结果表明,在不同低信噪比下,改进算法的声源定位距离偏差比优于传统算法。因此,在复杂环境中,改进算法具有更高的定位精度和鲁棒性。该研究为复杂环境下的声源定位提供了新的解决方案,对于提升智能会议系统、远程监控系统、声源探测仪表等领域的声源定位精度具有重要意义。 展开更多
关键词 声源定位 自适应 时延估计 信噪比 sigmoid函数 加权因子 相位变换
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基于四分位数和Sigmoid改进模型的风电数据清洗方法 被引量:1
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作者 宫永立 王玉超 +2 位作者 刘志文 陆旭峰 骆可 《电力科学与工程》 2025年第3期55-62,共8页
风电机组实际运行工况复杂,导致所采集的风功率数据中存在大量异常点,不利于功率曲线准确拟合。为解决该问题,分析了风速-功率散点的分布特征、所有异常点产生原因及分布情况,并在此基础上应用了四分位法对稀疏异常点进行剔除。针对结... 风电机组实际运行工况复杂,导致所采集的风功率数据中存在大量异常点,不利于功率曲线准确拟合。为解决该问题,分析了风速-功率散点的分布特征、所有异常点产生原因及分布情况,并在此基础上应用了四分位法对稀疏异常点进行剔除。针对结果中仍存在的异常簇,充分运用Sigmoid函数与功率曲线的相似性,建立含有四参数的Sigmoid改进模型,将四分位法和Sigmoid模型充分结合,以完成风功率数据的进一步清洗。该方法首先应用四分位法将大部分异常数据剔除,使算法执行速度快、精度高;其次,基于Sigmoid改进模型剔除剩余异常点,尤其是存在限功率的点,使算法具有较好的普适性。在存在所有异常数据点情况的风功率数据上验证了该方法的可行性。 展开更多
关键词 风功率数据 四分位法 sigmoid改进模型 目标函数 高斯牛顿法 LM优化算法 数据清洗
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基于径向基函数与Sigmoid函数的改进粒子群算法
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作者 黄洋 《科技创新与应用》 2025年第3期66-69,共4页
针对粒子群算法求解精度低和收敛速度慢等问题,提出一种基于径向基函数与Sigmoid函数的粒子群算法。通过引入径向基函数和Sigmoid函数,分别对惯性权重和位置更新公式进行改进,从而提高算法的全局搜索能力和搜索效率;最后利用6个基准测... 针对粒子群算法求解精度低和收敛速度慢等问题,提出一种基于径向基函数与Sigmoid函数的粒子群算法。通过引入径向基函数和Sigmoid函数,分别对惯性权重和位置更新公式进行改进,从而提高算法的全局搜索能力和搜索效率;最后利用6个基准测试函数对算法的性能进行实验验证和分析。实验结果表明,改进后的算法能够收敛到全局最优值,并且在收敛速度和求解精度上均有较大提高。 展开更多
关键词 径向基函数 惯性权重 sigmoid函数 粒子群算法 基准测试函数
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Sigmoid and cecal volvulus in pregnancy and puerperium:A systematic review
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作者 Goran Augustin Zrinka Hrgović +3 位作者 Ante Tavra Bojana Jovović Leon Serdarević Jure Krstulović 《World Journal of Gastrointestinal Surgery》 2025年第6期363-372,共10页
BACKGROUND Cecal and sigmoid volvulus during pregnancy are extremely rare.Symptoms of intestinal obstruction in pregnancy make accurate clinical diagnosis challenging.AIM To identify predictive factors for early diagn... BACKGROUND Cecal and sigmoid volvulus during pregnancy are extremely rare.Symptoms of intestinal obstruction in pregnancy make accurate clinical diagnosis challenging.AIM To identify predictive factors for early diagnosis and successful treatment and an association between the diagnosis and maternal/neonatal outcomes.METHODS A systematic review of human studies(PubMed,PubMedCentral,Google Scholar)up to October 2024 was conducted per PRISMA guidelines.Data on demographics,clinical features,diagnostics,treatment,and outcomes were analyzed.RESULTS Antepartum and postpartum volvulus occurred in 75.5%and 24.5%of cases,respectively,most commonly in the third trimester(70.3%).Nausea was less frequent and obstipation was more common in sigmoid volvulus(P=0.0004).Endoscopic detorsion was successful in 23.9%of sigmoid cases,with a mean gestational age of 33.5±3.5 weeks.Maternal mortality was 12.5%for cecal and 5.5%for sigmoid volvulus(P=0.103).While maternal mortality was unaffected by the timing of delivery relative to surgery,fetal mortality was significantly higher when the interval was<24 hours(52.9%vs 10.4%,P<0.001).Both maternal and fetal mortality declined over time.CONCLUSION Constipation was a risk factor for sigmoid volvulus and prior open appendectomy for cecal volvulus.Endoscopy was more often used in sigmoid cases.Gestational age and maternal age did not affect fetal outcomes.Earlier imaging and appropriate surgery were linked to lower mortality.Delay>24 hours between intervention and delivery increased fetal,but not maternal mortality.Successful endoscopic detorsion eliminated maternal mortality and significantly lowered fetal mortality. 展开更多
关键词 sigmoid volvulus Cecal volvulus PREGNANCY PUERPERIUM OUTCOMES Systematic review
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Navigating anatomical complexity in laparoscopic sigmoid cancer surgery:A three-dimension reconstruction protocol for intraoperative safety and efficiency
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作者 Zong-Xian Zhao Run-Dong Yao +3 位作者 Zong-Ju Hu Chao-Qian Chen Shu Zhu Yuan Yao 《World Journal of Gastrointestinal Surgery》 2025年第8期350-361,共12页
BACKGROUND Sigmoid colon cancer faces challenges due to anatomical diversity,including variable inferior mesenteric artery(IMA)branching and tumor localization complexities,which increase intraoperative risks.AIM To c... BACKGROUND Sigmoid colon cancer faces challenges due to anatomical diversity,including variable inferior mesenteric artery(IMA)branching and tumor localization complexities,which increase intraoperative risks.AIM To comprehensively evaluate the impact of three-dimensional(3D)visualization technology on enhancing surgical precision and safety,as well as optimizing perioperative outcomes in laparoscopic sigmoid cancer resection.METHODS A prospective cohort of 106 patients(January 2023 to December 2024)undergoing laparoscopic sigmoid cancer resection was divided into the 3D(n=55)group and the control(n=51)group.The 3D group underwent preoperative enhanced computed tomography reconstruction(3D Slicer 5.2.2&Mimics 19.0).3D reconstruction visualization navigation intraoperatively guided the following key steps:Tumor location,Toldt’s space dissection,IMA ligation level selection,regional lymph node dissection,and marginal artery preservation.Outcomes included operative parameters,lymph node yield,and recovery metrics.RESULTS The 3D group demonstrated a significantly shorter operative time(172.91±20.69 minutes vs 190.29±32.29 minutes;P=0.002),reduced blood loss(31.5±11.8 mL vs 44.1±23.4 mL,P=0.001),earlier postoperative flatus(2.23±0.54 days vs 2.53±0.61 days;P=0.013),shorter hospital length of stay(13.47±1.74 days vs 16.20±7.71 days;P=0.013),shorter postoperative length of stay(8.6±2.6 days vs 10.5±4.9 days;P=0.014),and earlier postoperative exhaust time(2.23±0.54 days vs 2.53±0.61 days;P=0.013).Furthermore,the 3D group exhibited a higher mean number of lymph nodes harvested(16.91±5.74 vs 14.45±5.66;P=0.030).CONCLUSION The 3D visualization technology effectively addresses sigmoid colon anatomical complexity through surgical navigation,improving procedural safety and efficiency. 展开更多
关键词 Three-dimension reconstruction sigmoid colon cancer Visualization Inferior mesenteric artery Anatomical complexity Intraoperative safety
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依托sigmoid函数算法的光伏并网系统孤岛检测分析
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作者 吕绍鑫 王昉 许卫 《电气技术与经济》 2025年第8期54-57,共4页
针对光伏并网系统孤岛检测问题,提出了一种基于sigmoid函数算法的检测方法。该方法通过构建sigmoid函数模型,利用其在特定阈值下的非线性变换特性,实现了对光伏并网系统运行状态的有效监测。根据sigmoid函数的性质,设计了相应的检测算法... 针对光伏并网系统孤岛检测问题,提出了一种基于sigmoid函数算法的检测方法。该方法通过构建sigmoid函数模型,利用其在特定阈值下的非线性变换特性,实现了对光伏并网系统运行状态的有效监测。根据sigmoid函数的性质,设计了相应的检测算法,并确定了合理的阈值设定。通过实时监测光伏系统的输出功率、电压和频率等参数,并利用sigmoid函数进行数据处理,系统能够准确判断孤岛状态的发生。最后,实验分析结果表明,该方法在光伏并网系统孤岛检测中具有较高的准确性和可靠性。与传统检测方法相比,基于sigmoid函数算法的方法不仅能够快速响应孤岛效应,还能有效避免误报和漏报现象的发生。 展开更多
关键词 sigmoid函数 光伏并网 孤岛检测 准确性
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Rare large sigmoid hamartomatous polyp in an elderly patient with atypical Peutz-Jeghers syndrome:A case report
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作者 Zhe-Sen Tian Xiao-Peng Ma +2 位作者 Hong-Xun Ruan Yang Yang Ya-Lei Zhao 《World Journal of Gastrointestinal Surgery》 2025年第3期406-414,共9页
BACKGROUND Peutz-Jeghers(PJ)syndrome(PJS)is a rare autosomal dominant genetic disease characterized by the association of intestinal polyposis,mucosal skin pigmen-tation,and cancer susceptibility.PJS patients have a s... BACKGROUND Peutz-Jeghers(PJ)syndrome(PJS)is a rare autosomal dominant genetic disease characterized by the association of intestinal polyposis,mucosal skin pigmen-tation,and cancer susceptibility.PJS patients have a significantly increased risk of malignant tumors in the gastrointestinal tract and extra-gastrointestinal tract,including various epithelial malignant tumors(colorectal cancer,gastric cancer,pancreatic cancer,breast cancer,and ovarian cancer,etc.).PJS is commonly seen in children and adolescents with multiple small intestinal polyps,often causing intussusception.CASE SUMMARY A 62-year-old male presented with intermittent left lower abdominal pain after drinking or consuming cold beverages that was accompanied by occasional hematochezia.Abdominal contrast-enhanced computed tomography indicated an isolated sigmoid colon grape-like lesion.Subsequently,the patient underwent la-paroscopic surgery,and the pathological diagnosis was PJ hamartomatous polyp.PJS was not considered at the initial visit,as the patient was older,and the facial pigmentation was not obvious.However,significant pigmentation was observed in the perineum during digital rectal examination.Interestingly,we observed that the patient exhibited nodular shadows in the adrenal glands computed tomo-graphy images that may be related to pigmentation.Therefore,we performed the determination of adrenal cortical hormones,but the results were not abnormal.Combined with skin and mucosal pigmentation and laboratory examinations,the patient was diagnosed with PJS.After laparoscopic sigmoid colon resection,the patient's symptoms improved,and no discomfort symptoms were reported in the later follow-up.CONCLUSION The age of onset and lesion location of this case are different from those of typical or isolated PJS patients. 展开更多
关键词 Peutz-Jeghers syndrome sigmoid colon Large isolated colonic polyp Skin pigmentation Case report
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基于sigmoid滤波器的永磁轮毂电机自抗扰控制 被引量:2
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作者 全力 刘诗龙 +4 位作者 朱孝勇 张超 杜怿 徐磊 张丽 《农业工程学报》 EI CAS CSCD 北大核心 2024年第10期14-23,共10页
相比燃油拖拉机,电动拖拉机具有节能高效、绿色清洁的优点。分布式驱动电动拖拉机结构简单、控制维度多,能进一步提高电动拖拉机的工作效率和作业精度。但是电机检测转速噪声导致轮毂电机速度波动严重,复杂路面及多种作业工况下进一步... 相比燃油拖拉机,电动拖拉机具有节能高效、绿色清洁的优点。分布式驱动电动拖拉机结构简单、控制维度多,能进一步提高电动拖拉机的工作效率和作业精度。但是电机检测转速噪声导致轮毂电机速度波动严重,复杂路面及多种作业工况下进一步加剧了上述问题,严重降低了拖拉机的作业质量。针对上述问题,该研究提出一种基于sigmoid滤波器的线性自抗扰控制(linear active disturbance rejection control,LADRC)以提高轮毂电机的转速稳定性和抗扰动能力。该控制策略在传统LADRC的基础上引入sigmoid滤波器至扩张状态观测器(extended state observer,ESO),根据输入噪声信号误差变化改变滤波器带宽,以抑制观测误差中的中高频干扰信号,同时避免滤波器积分环节对轮毂电机速度跟踪快速性的影响,具有较快的收敛性。搭建试验平台对所提出控制策略进行试验验证,结果表明:与传统LADRC策略相比,本文所提控制策略在变速和变载工况下的转速脉动分别减小了32%和41.67%,iq电流脉动分别减小了6.25%和4.17%,可在快速、准确跟踪给定转速的同时,大幅提高轮毂电机驱动系统的噪声抑制性能,为复杂环境下电动拖拉机高精度作业提供技术参考。 展开更多
关键词 永磁电机 噪声 线性自抗扰控制 扩张状态观测器 sigmoid滤波器
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基于AHP耦合Sigmoid函数的重载铁路黄土边坡风险分析 被引量:3
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作者 李浩然 李铮 +3 位作者 马遥 卓崔瑶 周通 赵志荣 《铁道标准设计》 北大核心 2024年第7期48-52,91,共6页
重载铁路具有大轴重、高密度、大运量的运输特点,黄土边坡路基段一直是重载铁路运营的高风险区段,现有风险评价方法尚无法满足其风险量化分析的需求。利用层次分析法AHP耦合Sigmoid函数的方法,围绕事故发生概率和损失两个方面对重载铁... 重载铁路具有大轴重、高密度、大运量的运输特点,黄土边坡路基段一直是重载铁路运营的高风险区段,现有风险评价方法尚无法满足其风险量化分析的需求。利用层次分析法AHP耦合Sigmoid函数的方法,围绕事故发生概率和损失两个方面对重载铁路黄土边坡工程展开风险定量评价。首先以边坡滑塌事故调研和稳定性控制理论为基础,明确黄土边坡的失稳影响因素,建立重载铁路黄土边坡稳定性评价模型和边坡失稳危害性评价模型;然后应用层次分析法建立黄土边坡稳定性评价模型指标权重,并提出各级影响因素的指标赋值方法;而后引入基于朴素贝叶斯理论的Sigmoid函数,构建边坡稳定服役概率、风险判断矩阵和黄土边坡的风险等级确定方法;最后以朔黄铁路某站高陡黄土边坡为工程背景,应用所得理论方法对其进行风险定量分析,计算得出该边坡失稳概率为0.64,造成经济损失约8611万元,隶属于高风险等级,并针对坡体几何特征、渗透能力、基岩特性等低分指标提出了具体的安全性提升措施建议。 展开更多
关键词 重载铁路 风险分析 层次分析法 sigmoid函数 经济损失
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Microscopic Structure of the Sigmoido-Jugular Junction in the Third-Trimester Fetus
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作者 Léon Boukassa Ruth Ibara Wame +3 位作者 Bejart Evayoulou-Kouamvi Fabien Gaël Mouamba Oldany Lizen Mozoma Eloge Mbongo Backobi 《Open Journal of Modern Neurosurgery》 2024年第4期267-274,共8页
Context and Justification: The sigmoido-jugular junction connects two structures of different compositions and has a complex organization. The sinusoidal portion of its endothelium contains muscle cells in adults. Is ... Context and Justification: The sigmoido-jugular junction connects two structures of different compositions and has a complex organization. The sinusoidal portion of its endothelium contains muscle cells in adults. Is this the same presentation observed in fetuses? Objective: To describe the sigmoido-jugular junction in fetuses. Materials and Methods: Over a period of seven months, a histochemical and immunohistochemical study was conducted on 30 sigmoido-jugular junctions taken from 15 fetuses aged at least 32 weeks of gestation. These fetuses were obtained following expulsion due to intrauterine death, after informed consent from the parents. Results: Three portions can be identified: sigmoid, junctional, and jugular. Histochemical preparations revealed the existence of two constant layers and a third layer present only at the jugular level. From the inside out, the layers are as follows: 1) Inner Layer (Endothelium): This layer is clearer from the junction and reveals the presence of smooth muscle cells at the sigmoid level in immunohistochemistry. 2) Outer Layer: At the sigmoid and junctional levels, this layer consists of collagen fibers and becomes median at the jugular level, where it is composed of elastic and muscular collagen fibers. 3) Third Layer: Present only at the jugular level, this layer corresponds to the adventitia. Conclusion: The architecture of the sigmoido-jugular junction in fetuses, which is identical to that in adults, excludes the metaplastic hypothesis regarding endothelial smooth muscle cells in the sigmoid portion. Instead, it favors their role in regulating encephalic venous drainage. 展开更多
关键词 sigmoido-Jugular Junction Venous Drainage sigmoid Endothelium Smooth Muscle Cells
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脉冲噪声下基于Sigmoid的LFM信号参数估计 被引量:1
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作者 王厚友 郭勇 杨立东 《电子测量技术》 北大核心 2024年第2期176-184,共9页
由于脉冲噪声具有的短时大幅值特性,使得基于高斯假设的信号参数估计方法无法在脉冲噪声环境下有效估计参数。针对此问题,利用α稳定分布模拟随机脉冲噪声,提出了一种基于Sigmoid-CFRFT的LFM信号参数估计方法。首先,建立了一种自适应Sig... 由于脉冲噪声具有的短时大幅值特性,使得基于高斯假设的信号参数估计方法无法在脉冲噪声环境下有效估计参数。针对此问题,利用α稳定分布模拟随机脉冲噪声,提出了一种基于Sigmoid-CFRFT的LFM信号参数估计方法。首先,建立了一种自适应Sigmoid函数,证明了信号经过此非线性变换后,信号的2阶矩由无界变为有界,且信号的相位信息保持不变。其次,将变换后的信号进行离散时间CFRFT,建立了数学优化模型,并使用水循环算法搜索最优值点。最后,利用了非标准SαS分布噪声的修正方法,分析了标准和非标准分布下参数估计的性能。仿真结果说明,所提方法不仅可以有效抑制脉冲噪声对LFM信号分数谱特征的影响,而且能够实现低信噪比信号参数的高精度估计。相比于现有的基于非线性变换的参数估计方法,本文方法具有更好的精度,稳定性和噪声鲁棒性。 展开更多
关键词 线性调频信号 sigmoid函数 简明分数阶傅里叶变换 脉冲噪声 参数估计
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一种Sigmoid为激活函数的高精度ANN电路的设计 被引量:1
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作者 何从蓉 邢世威 吴晨健 《电子器件》 CAS 2024年第3期617-622,共6页
提出了一款以Sigmoid为激活函数的人工神经网络(ANN)电路,实现对目标数据的分类,基于TSMC 180 nm CMOS工艺完成了电路设计、版图设计、仿真与流片测试,芯片面积为0.3375 mm^(2),1.8 V电源电压下电路功耗为216μW。3块芯片的测试结果显示... 提出了一款以Sigmoid为激活函数的人工神经网络(ANN)电路,实现对目标数据的分类,基于TSMC 180 nm CMOS工艺完成了电路设计、版图设计、仿真与流片测试,芯片面积为0.3375 mm^(2),1.8 V电源电压下电路功耗为216μW。3块芯片的测试结果显示,电路对目标数据的分类准确率为97.5%,误差在(-3.2%,3.27%)之间,平均误差为-1.51%。人工神经网络电路含有3个网络层,由15个Sigmoid激活函数神经元电路组成,两输入Sigmoid激活函数神经元电路由两个加权电路与一个Sigmoid激活函数电路组成。后仿真结果显示,在1.8 V电源电压下,神经元电路的功耗为8.02μW,最大噪声为√Hz,版图面积为0.001 mm^(2),最大相对误差为1.76%。 展开更多
关键词 sigmoid神经元电路 CMOS 人工神经网络电路
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基于用户响应意愿度三维Sigmoid云模型的电动汽车优化调度策略 被引量:5
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作者 葛晓琳 胡文哲 +1 位作者 符杨 曹士鹏 《中国电机工程学报》 EI CSCD 北大核心 2024年第22期8874-8883,I0015,共11页
电动汽车(electric vehicle,EV)车主响应调度的意愿存在较大的不确定性,这给电动汽车的优化调度带来巨大的挑战。为此,该文提出一种基于用户响应意愿度三维Sigmoid云模型的分时段EV优化调度策略。首先,根据Hampel准则分析各历史日EV充... 电动汽车(electric vehicle,EV)车主响应调度的意愿存在较大的不确定性,这给电动汽车的优化调度带来巨大的挑战。为此,该文提出一种基于用户响应意愿度三维Sigmoid云模型的分时段EV优化调度策略。首先,根据Hampel准则分析各历史日EV充电负荷概率密度函数间的Copula熵辨识出历史相关日,以强相关日的出行概率分布经BP神经网络预测车辆的停驻时间和荷电状态概率分布;其次,为描述受多重因素影响下EV用户的响应意愿,建立三维Sigmoid云模型从而刻画EV用户的价格收益和时间裕度对响应意愿的不确定映射关系;最后,基于响应意愿灵敏度将不同的响应意愿剥离后对应至相应的充电调度区间,以最小化配电网的负荷波动和调度费用为目标对EV进行分时段优化调度。仿真结果表明,相比传统方法,所提三维Sigmoid云模型量化了EV响应行为的不确定性,均方根误差减小约35%,在满足用户用车需要和响应意愿的同时使配电网负荷波动率降低11.28%。 展开更多
关键词 电动汽车 sigmoid云模型 优化调度 响应意愿
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基于Sigmoid曲线拟合的亮度可控土壤图像增强
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作者 徐昌莉 曾绍华 +3 位作者 李娇 刘国一 詹雪萍 龙伍 《重庆师范大学学报(自然科学版)》 CAS 北大核心 2024年第1期86-99,共14页
图像在相同条件下表征土壤特征会提高土壤图像识别土种的精度。对自然环境下机器视觉采集的土壤图像亮度可控增强,将不同光照条件采集的土壤图像转换为近似于该土壤在某些特定光照条件下采集的具有一定亮度的真实土壤图像,能消除或减弱... 图像在相同条件下表征土壤特征会提高土壤图像识别土种的精度。对自然环境下机器视觉采集的土壤图像亮度可控增强,将不同光照条件采集的土壤图像转换为近似于该土壤在某些特定光照条件下采集的具有一定亮度的真实土壤图像,能消除或减弱光照对后续土壤图像土种识别的影响。因此,应用Sigmoid曲线对土壤图像亮度(Y)分量的累积概率密度(cumulative distribution function,cdf)曲线拟合;然后,构建目标亮度逼近优化模型,迁移拟合的Sigmoid曲线逼近目标亮度;再依据像素的邻域信息对相同亮度的像素排序、迁移,实现土壤图像的亮度可控增强;最后,利用高斯卷积核提取色调(U)、饱和度(V)分量的低频分量,并基于色比不变性原理与原始土壤图像的邻域信息对增强土壤图像的U、V分量高低频分别增强,完成颜色校正,并融合增强亮度分量,获得增强的彩色土壤图像。实验结果表明,提出算法对完全重合的亮度不同成对真实土壤图像做有目标增强实验,增强后的土壤图像与真实目标土壤图像对应像素Y、U、V分量差的标准差均值分别为14.313 7、1.323 2、2.110 5,峰值信噪比均值为29.820 9;与对比算法2-D HS、WGSF比较,计算对比算法增强后的土壤图像与真实目标土壤图像对应像素Y、U、V分量差的标准差均值,提出算法比对比算法分别降低了0.767 7~4.762 9、0.052 4~1.110 4、0.071 4~1.272 0。所提算法对土壤图像亮度可控增强的精度高,失真度小,有效亮度增强范围为[-35,35],实验证明算法是有效的。 展开更多
关键词 土壤图像增强 亮度可控 sigmoid曲线拟合 颜色校正
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基于Sigmoid函数的非对称式S型曲线机械臂加减速控制方法
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作者 杨传光 费胜巍 《东华大学学报(自然科学版)》 CAS 北大核心 2024年第5期118-126,共9页
机械臂广泛应用于制造、装配、搬运、码垛等方面,对提高生产力起着重要作用。为减小机械臂在运动过程中的振动和冲击,提高机械臂轨迹执行效率,提出一种非对称式S型曲线加减速控制方法。该方法通过在双段Sigmoid函数中插入直线段,构成加... 机械臂广泛应用于制造、装配、搬运、码垛等方面,对提高生产力起着重要作用。为减小机械臂在运动过程中的振动和冲击,提高机械臂轨迹执行效率,提出一种非对称式S型曲线加减速控制方法。该方法通过在双段Sigmoid函数中插入直线段,构成加加速度连续的运动学曲线。通过粒子群算法进行参数优化求解,无需反复确认每个时间段的存在性即可求出非对称约束下的曲线参数,并分别在关节空间和笛卡尔空间采用时间同步和位移同步方法使机械臂的运动轨迹更加协调自然。结果表明,相同条件下提出的方法比三角函数方法轨迹执行效率更高且加加速度仅为三角函数方法的55%。与梯形加加速度曲线相比,采用提出的方法规划的运动轨迹可减少35.7%的残余振动,验证了该方法的有效性。 展开更多
关键词 机械臂 非对称式S型曲线 轨迹规划 sigmoid函数
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Adult sigmoid intussusception resembling rectal prolapse:A case report
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作者 Tsung-Jung Tsai Yu Shih Liu 《World Journal of Clinical Cases》 SCIE 2024年第6期1163-1168,共6页
BACKGROUND Rectal prolapse arises from benign etiology.When symptoms of internal intussusception mirror those of rectal prolapse,a misdiagnosis is possible,especially under limited clinical presentation.It is crucial ... BACKGROUND Rectal prolapse arises from benign etiology.When symptoms of internal intussusception mirror those of rectal prolapse,a misdiagnosis is possible,especially under limited clinical presentation.It is crucial to recognize and differentiate rectal prolapse from internal intussusception because the two diagnoses have different prognoses.Here,we describe a case of adult sigmoid intussusception presenting as rectal prolapse.CASE SUMMARY A 64-year-old woman with no known medical history visited a gastrointestinal outpatient department due to hard bloody stool defecation for 1 wk followed by constipation for 3 d.Colonoscopy revealed a huge polypoid ulcerated tumor at the sigmoid colon with lumen stenosis.The patient was admitted due to postprocedural dull abdominal pain.Due to failed colonoscopy reduction and stent insertion,the patient underwent sigmoid colon resection with primary end-to-end anastomosis,with the transverse colostomy pathological report showing adenocarcinoma,pT3N0M0.She recovered well from the operation and was discharged with regular outpatient clinic follow-up.CONCLUSION Presentation and manifestation of sigmoid intussusception may resemble that of rectal prolapse,necessitating careful observation due to distinct prognostic implications. 展开更多
关键词 sigmoid intussusception Rectal prolapse Endoscopic reduction ADENOCARCINOMA Case report
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Comprehensive evaluation of rare case:From diagnosis to treatment of a sigmoid Schwannoma:A case report
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作者 Jing-Yi Li Xi-Zhuang Gao +3 位作者 Jian Zhang Xiang-Zheng Meng Yi-Xian Cao Kun Zhao 《World Journal of Gastrointestinal Oncology》 SCIE 2024年第1期244-250,共7页
BACKGROUND Schwannomas are uncommon tumors originating from Schwann cells,forming the neural sheath.They account for approximately 2%-6%of all mesenchymal tumors and are most commonly identified in peripheral nerve tr... BACKGROUND Schwannomas are uncommon tumors originating from Schwann cells,forming the neural sheath.They account for approximately 2%-6%of all mesenchymal tumors and are most commonly identified in peripheral nerve trunks,with rarity in the gastrointestinal tract.Among gastrointestinal locations,the stomach harbors the majority of nerve sheath tumors,while such occurrences in the sigmoid colon are exceptionally infrequent.CASE SUMMARY This study presented a clinical case involving a 60-year-old female patient who,during colonoscopy,was diagnosed with a submucosal lesion that was later identified as a nerve sheath tumor.The patient underwent surgical resection,and the diagnosis was confirmed through immunohistochemistry.This study highlighted an exceptionally uncommon occurrence of a nerve sheath tumor in the sigmoid colon,which was effectively managed within our department.Additionally,a comprehensive review of relevant studies was conducted.CONCLUSION The preoperative diagnosis of nerve sheath tumors poses challenges,as the definitive diagnosis still relies on pathology and immunohistochemistry.Although categorized as benign,these tumors have the potential to demonstrate malignant behavior.Consequently,the optimal treatment approach entails the complete surgical excision of the tumor,ensuring the absence of residual lesions at the margins. 展开更多
关键词 SCHWANNOMA Gastrointestinal stromal tumors TREATMENT sigmoid colon Case report
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Aggressive fibromatosis of the sigmoid colon:A case report
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作者 Pan-Pan Yu Xin-Chun Liu +1 位作者 Lu Yin Guang Yin 《World Journal of Gastrointestinal Oncology》 SCIE 2024年第8期3716-3722,共7页
BACKGROUND Aggressive fibromatosis(AF),also known as desmoid tumor or desmoid-type fibromatosis,is a rare soft tissue neoplasm that can occur in almost any part of the body.Although it is a benign disease,AF is aggres... BACKGROUND Aggressive fibromatosis(AF),also known as desmoid tumor or desmoid-type fibromatosis,is a rare soft tissue neoplasm that can occur in almost any part of the body.Although it is a benign disease,AF is aggressive and infiltrative and has a high recurrence rate after surgery.Common sites for intra-abdominal AF are the small bowel mesentery,retroperitoneum,and pelvis.AF in the colon is extremely rare.CASE SUMMARY Here,we report the first case of sigmoid colon AF,which was accidentally discovered in a 27-year-old woman during laparoscopic myomectomy.Computed tomography confirmed a slightly enhanced mass in the sigmoid colon.Subsequent colonoscopy did not reveal a mass in the colonic lumen,but a suspected external compress was found in the sigmoid colon.Surgical disease involving a gastrointestinal stromal tumor was suspected.The patient underwent laparoscopic exploration,and sigmoidectomy with a negative margin was performed to excise the mass.Postoperative immunohistochemistry revealed that the mass was an AF.The patient recovered well and was recurrence-free at the 30-month follow-up without adjuvant therapy.CONCLUSION AF should be considered in the differential diagnosis of subepithelial colon masses.Radical resection alone can achieve good outcomes. 展开更多
关键词 Aggressive fibromatosis Desmoid tumor sigmoid mass Subepithelial tumor Case report
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Unexpected right-sided sigmoid colon in laparoscopy: A case report and review of literature
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作者 Shi-Fu Hu Xiang-Yu Liu +1 位作者 Han-Bo Liu Yuan-Yuan Hao 《World Journal of Gastrointestinal Surgery》 SCIE 2024年第11期3606-3613,共8页
BACKGROUND The presence of a right-sided sigmoid colon is a rare anatomical variation usually discovered incidentally during surgical interventions.This case report details an unexpected right-sided sigmoid colon iden... BACKGROUND The presence of a right-sided sigmoid colon is a rare anatomical variation usually discovered incidentally during surgical interventions.This case report details an unexpected right-sided sigmoid colon identified during a laparoscopic appendectomy and examines the pertinent literature to explore its clinical importance.CASE SUMMARY A 71-year-old woman presented with acute appendicitis.A preoperative computed tomography(CT)scan showed peri-appendiceal inflammation but no significant anatomical abnormalities.During laparoscopic surgery,an unexpected finding was encountered:The sigmoid colon was situated on the right side and exhibited an abnormal relationship with the cecum and ascending colon.Postoperative pathological examination confirmed appendicitis with no additional pathological findings.The right-sided sigmoid colon anomaly was verified through intraoperative assessment and later re-evaluation with CT and colonographic imaging.The patient underwent a laparoscopic appendectomy and experienced a smooth postoperative recovery.CONCLUSION This case highlights the necessity of being attentive to anatomical variations during laparoscopic surgery,particularly when managing appendicitis.A review of the literature indicated that the occurrence of a right-sided sigmoid colon is infrequent and may be associated with anomalies in midgut rotation during embryonic development.Awareness of this variation can help prevent surgical complications and inform future clinical practice. 展开更多
关键词 Right-sided sigmoid colon LAPAROSCOPY Anatomical variation Literature review Surgical implications Case report
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