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脉冲噪声下基于Sigmoid的LFM信号参数估计
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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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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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浅谈一种基于Sigmoid轨迹规划的相邻交叉耦合同步调平控制策略
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作者 孙家庆 常振鑫 +2 位作者 李召芹 李丰硕 韩宁 《中国设备工程》 2024年第6期124-126,共3页
随着武器装备的发展,雷达、天线、激光武器和火炮等军事设备都配有自动化调平系统,为了适应多变的战场环境,提高机动性能和战场生存能力,需尽可能地提高调平系统调平精度、调平效率,保证调平过程稳定。本文提出了一种基于Sigmoid轨迹规... 随着武器装备的发展,雷达、天线、激光武器和火炮等军事设备都配有自动化调平系统,为了适应多变的战场环境,提高机动性能和战场生存能力,需尽可能地提高调平系统调平精度、调平效率,保证调平过程稳定。本文提出了一种基于Sigmoid轨迹规划的相邻交叉耦合同步调平控制策略,可以适用于多点调平场合。采用D-H坐标法建立平台位姿解算模型,得到各调平支腿所需位移。基于Sigmoid函数对位移调整过程进行规划,得到支腿位移和时间的序列关系。根据相邻交叉耦合同步控制策略,建立各支腿耦合关系,通过同步控制器实现各支腿按同步比例系数的同步调整。经SimMechanics动力学建模Simulink仿真结果如下:各支腿位移调整曲线平滑、调平效率高、调平误差小于3′,同步误差减小约55.6%,同步调整时间减小约44.4%。 展开更多
关键词 多点调平 位姿解算 sigmoid函数 相邻偏差耦合
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一种用Sigmoid函数进行加权融合的图像去雾算法
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作者 火元莲 张乔森 +1 位作者 张金石 范宏栋 《计算机工程与科学》 CSCD 北大核心 2023年第9期1621-1628,共8页
为了解决图像去雾过程中在前景和天空区域过渡不平滑以及透射率融合不精确、恢复图像色彩不自然等问题,提出了一种用Sigmoid函数进行加权融合的图像去雾算法。该算法在R、G、B共3个通道上使用不同的衰减常数,并以Sigmoid作为权重函数将... 为了解决图像去雾过程中在前景和天空区域过渡不平滑以及透射率融合不精确、恢复图像色彩不自然等问题,提出了一种用Sigmoid函数进行加权融合的图像去雾算法。该算法在R、G、B共3个通道上使用不同的衰减常数,并以Sigmoid作为权重函数将基于颜色衰减先验对天空区域的估计透射率和基于暗通道先验对前景区域的估计透射率进行融合,最后通过大气散射模型恢复出无雾图像。实验结果表明,该算法对包含有天空区域的雾图的去雾效果更优,复原后的图像清晰而且色彩自然,提升了图像的主观视觉效果,同时客观对比也表明了该算法的有效性和适用性。 展开更多
关键词 图像去雾 暗通道 颜色衰减先验 sigmoid函数 大气散射模型
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基于改进Sigmoid函数的PMSM调速系统自抗扰控制
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作者 李白雅 封志鹏 +2 位作者 王锦涛 杨城健 张宇祥 《传感器与微系统》 CSCD 北大核心 2023年第6期90-93,共4页
为实现永磁同步电机(PMSM)转速的快速、稳定控制,提出一种基于改进Sigmoid函数的自抗扰控制(ADRC)方法。首先,对Sigmoid函数进行了分析和改进,引入非线性因子;接着,利用改进Sigmoid函数替代传统非线性函数设计了PMSM调速系统的改进型微... 为实现永磁同步电机(PMSM)转速的快速、稳定控制,提出一种基于改进Sigmoid函数的自抗扰控制(ADRC)方法。首先,对Sigmoid函数进行了分析和改进,引入非线性因子;接着,利用改进Sigmoid函数替代传统非线性函数设计了PMSM调速系统的改进型微分跟踪器(TD)、改进型扩张状态观测器(ESO)和改进型非线性状态误差反馈(NLSEF)控制律,并借助李雅普诺夫(Lyapunov)函数证明了所设计的改进型ESO具有渐进稳定性;随后,证明改进型ADRC误差系统的渐进稳定性;最后,对该策略进行了仿真分析。结果表明:在PMSM调速系统中,改进型ADRC比传统ADRC和PI控制具有更好的动态性能和抗扰性能。 展开更多
关键词 永磁同步电机 自抗扰控制 改进sigmoid函数 渐进稳定
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Surgical treatment of pulsatile tinnitus related to the sigmoid sinus
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作者 Yuxuan Xing Song Gao +4 位作者 Yuchen Zhou Shenghua Song Ling Lu Jie Chen Yanhong Dai 《Journal of Otology》 CSCD 2023年第1期21-25,共5页
Objective: Tinnitus-a common clinical symptom-can be categorized into pulsatile tinnitus(PT) and non-PT. Among these, PT is usually associated with sigmoid sinus symptoms, such as sigmoid sinus wall defect or divertic... Objective: Tinnitus-a common clinical symptom-can be categorized into pulsatile tinnitus(PT) and non-PT. Among these, PT is usually associated with sigmoid sinus symptoms, such as sigmoid sinus wall defect or diverticulum, for which various surgical treatments are available. We have discussed the clinical efficacy of surgery for sigmoid sinus-associated PT via the transmastoid approach in this study.Methods: We conducted a retrospective review of 4 patients who underwent surgery for sigmoid sinusassociated PT via the transmastoid approach at Nanjing Drum Tower Hospital from January to December2020. Of these, 2 patients had sigmoid sinus wall defect and 2 had sigmoid sinus diverticulum. Postoperative tinnitus grading and surgical efficacy were determined.Results: After surgery, PT dissolved in 3 patients, while tinnitus significantly decreased in 1 patient.During the follow-up period of 12-18 months, none of the 4 patients showed complications related to increased intracranial pressure or venous sinus thrombosis, and tinnitus symptoms disappeared in 3patients without recurrence, although 1 patient occasionally developed tinnitus. Postoperative thin-slice CTA of the temporal bone indicated that the sigmoid sinus bone wall defect or diverticulum was completely repaired with a thick soft tissue coverage.Conclusion: Surgical repair of sigmoid sinus-associated PT via the transmastoid approach deserves clinical promotion as it exhibited better efficiency while being relatively less invasive. 展开更多
关键词 Pulsatile tinnitus sigmoid sinus wall defect sigmoid sinus diverticulum Efficacy of surgery Transmastoid approach
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Anesthetic management of a patient with preoperative R-on-T phenomenon undergoing laparoscopic-assisted sigmoid colon resection:A case report
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作者 Xiao-Xi Li Yun-Feng Yao Hong-Yu Tan 《World Journal of Clinical Cases》 SCIE 2023年第9期2098-2103,共6页
BACKGROUND The R-on-T phenomenon is a malignant arrhythmia associated with potentially catastrophic consequences.It may initiate ventricular tachycardia or ventricular fibrillation,which can result in syncope or sudde... BACKGROUND The R-on-T phenomenon is a malignant arrhythmia associated with potentially catastrophic consequences.It may initiate ventricular tachycardia or ventricular fibrillation,which can result in syncope or sudden cardiac death.This manifestation poses a great challenge for anesthesiologists.However,it is rarely encountered in the perioperative setting.CASE SUMMARY We herein present a case in which the R-on-T phenomenon was incidentally revealed by 24-h Holter monitoring in a patient diagnosed with sigmoid colon cancer.Careful evaluation and treatment with mexiletine were carried out preoperatively under consultation with a cardiovascular specialist,and surgery was uneventfully performed under general anesthesia after thorough preparation.CONCLUSION Physicians should be vigilant about this infrequent but potentially fatal arrhythmia.Our experience suggests that the anesthetic process can be greatly optimized with careful preparation. 展开更多
关键词 R-on-T phenomenon Premature ventricular contraction sigmoid colon cancer sigmoid colon resection General anesthesia Case report
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Recurrent Sigmoid Volvulus after Sigmoidectomy: 3 Clinical Cases
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作者 Murielle Etiennette Julie Note Madzele Didace Massamba Miabaou +6 位作者 Pierlesky Elion Ossibi Moïse Service Yanguedet Noé Henschel Motoula Latou Prude Pertinie Avala Giresse Bienvenu Tsouassa Wa Ngono Meddi Bhodého Monwongui Carmich Nzaka Moukala 《Surgical Science》 2023年第12期712-719,共8页
Introduction: Recurrent sigmoid volvulus is a medical and surgical emergency. It is the recurrence of a twisting of the sigmoid loop around its mesenteric axis initiating an occlusion by strangulation. The risk factor... Introduction: Recurrent sigmoid volvulus is a medical and surgical emergency. It is the recurrence of a twisting of the sigmoid loop around its mesenteric axis initiating an occlusion by strangulation. The risk factors of colonic volvulus are: a dolichosigmoid, a chronic constipation, a tumor, …In Western countries, recurrences of sigmoid volvulus after surgery are rare and due to a non resection of a dolicho-megacolon. Most African studies do not report any recurrence of sigmoid volvulus after sigmoidectomy. This work aims to describe three original cases of recurrence of sigmoid volvulus after sigmoidectomy recorded at the University Hospital of Brazzaville and to analyze their causes and surgical management. Clinical Observation: We studied the cases of three male patients, whose average age was 73 years, each of them having a history of chronic constipation and sigmoidectomy for sigmoid volvulus with an average delay of recurrence of 5.3 years. They all underwent emergency laparotomy for acute intestinal obstruction on scarred abdomen. The surgery permitted to unfold a recurrent volvulus of the sigmoid associated with circumferential scar fibrosis on the volvulated sigmoid loop. A second colectomy was performed. The histological results of the surgical specimens were normal for two patients and revealed signs of tissue necrosis for the third patient. The postoperative outcome was without incident for two patients. The third patient died after developing a septic shock. Conclusion: Recurrent sigmoid volvulus after sigmoidectomy is rare. The etiological factors for our three patients were incomplete sigmoidectomy during the first operation and chronic constipation. 展开更多
关键词 Recurrent Volvulus sigmoid sigmoidECTOMY
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基于Sigmoid函数的机器人鲁棒滑模跟踪控制系统设计 被引量:1
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作者 李妮 《计算机测量与控制》 2023年第4期136-142,共7页
为了保证机器人能够在保持稳定的情况下,按照规划轨迹执行工作任务,从硬件和软件两个方面,设计了基于Sigmoid函数的机器人鲁棒滑模跟踪控制系统。装设机器人传感器与状态观测器,改装机器人鲁棒滑模跟踪控制器,完成系统硬件设计;综合机... 为了保证机器人能够在保持稳定的情况下,按照规划轨迹执行工作任务,从硬件和软件两个方面,设计了基于Sigmoid函数的机器人鲁棒滑模跟踪控制系统。装设机器人传感器与状态观测器,改装机器人鲁棒滑模跟踪控制器,完成系统硬件设计;综合机器人结构、运动机理和动力机制3个方面,构建机器人数学模型;根据状态数据采集结果与规划轨迹之间的偏差,计算机器人跟踪控制量;依据滑模运动与切换方程,利用Sigmoid函数生成机器人鲁棒滑模控制律,将生成控制指令作用在机器人执行元件上,实现系统的鲁棒滑模跟踪控制功能;在系统测试与分析中,所设计控制系统的平均位置跟踪控制误差为0.93 mm,与设定轨迹目标基本重合,机器人姿态角跟踪控制误差为0.06 mm,具有较好的鲁棒滑模跟踪控制效果,能够有效提高机器人鲁棒滑模跟踪控制精度。 展开更多
关键词 sigmoid函数 机器人控制 鲁棒滑模控制 跟踪控制系统
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低照度下基于Sigmoid函数的改进同态滤波增强算法
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作者 贺明 宋文爱 《计算机与数字工程》 2023年第8期1856-1860,共5页
针对低照度图像处理难度较大,信息含量少的问题,提出了一种基于Sigmoid函数的改进同态滤波低照度图像增强方法。该方法首先基于同态滤波增强方法的原理,并利用Sigmoid函数构造两个传递函数,对图像进行分频处理;然后将低通分量乘以相应... 针对低照度图像处理难度较大,信息含量少的问题,提出了一种基于Sigmoid函数的改进同态滤波低照度图像增强方法。该方法首先基于同态滤波增强方法的原理,并利用Sigmoid函数构造两个传递函数,对图像进行分频处理;然后将低通分量乘以相应的系数来控制图像的整体灰度;接着将高频、低频分量线性相加;最后输出增强后的图像。实验结果表明,该算法不仅优化了滤波器参数的调控问题,而且有效地提高了图像对比度,视觉效果更好,细节部分更清晰。 展开更多
关键词 图像增强 同态滤波 sigmoid函数 分频处理
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Repair of a giant inguinoscrotal hernia with herniation of the ileum and sigmoid colon:A case report
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作者 Shih-Hung Liu Ching-Hen Yen +3 位作者 Hsu-Ping Tseng Je-Ming Hu Ching-Han Chang Ta-Wei Pu 《World Journal of Clinical Cases》 SCIE 2023年第2期401-407,共7页
BACKGROUND Giant inguinoscrotal hernias are huge inguinal hernias that extend below the midpoint of the inner thigh in the standing posture.Giant inguinoscrotal hernias are rare in developed countries because of their... BACKGROUND Giant inguinoscrotal hernias are huge inguinal hernias that extend below the midpoint of the inner thigh in the standing posture.Giant inguinoscrotal hernias are rare in developed countries because of their better medical resources and early treatment.However,they can develop in patients who refuse surgery or ignore their condition.Intervention is inevitable because strangulation and organ perforation can occur,leading to peritonitis and sepsis.Common surgical approaches include open abdominal and inguinal approaches or a combination of both.CASE SUMMARY We present the case of a 73-year-old man who visited our emergency department with a huge mass in his left scrotum and septic complications.Abdominal computed tomography revealed a large left inguinoscrotal hernia that contained small bowel loops and the colon.Emergency surgical intervention was performed immediately because intestinal strangulation was highly suspected.The operative repair was performed using a combination of mini-exploratory laparotomy and the inguinal approach.The incarcerated organs,which included the ileum and sigmoid colon,had relatively good intestinal perfusion without perforation or ischemic changes.They were successfully reduced into the abdomen,and bowel resection was not necessary.A tension-free prosthetic mesh was used for the hernia repair.Two weeks after the initial surgery,and with adequate antimicrobial therapy,the patient recovered and was discharged from our hospital.No evidence of hernia relapse was noted during the outpatient follow-up examination 3 mo after surgery.CONCLUSION Emergency surgery involving combined mini-exploratory laparotomy and the inguinal approach should be performed for serious incarcerated giant inguinoscrotal hernias. 展开更多
关键词 Inguinal hernia ILEUM sigmoid colon SEPSIS Hernia repair Case report
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Carcinoma located in a right-sided sigmoid colon:A case report
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作者 Liang-Jing Lyu Wei-Wu Yao 《World Journal of Clinical Cases》 SCIE 2022年第18期6136-6140,共5页
BACKGROUND A right-sided sigmoid colon is an extremely rare anatomic variation that should be considered as a possibility by surgeons and radiologists before surgery.Here,we report the first clinical case of a carcino... BACKGROUND A right-sided sigmoid colon is an extremely rare anatomic variation that should be considered as a possibility by surgeons and radiologists before surgery.Here,we report the first clinical case of a carcinoma in a right-sided sigmoid colon revealed by a preoperative computed tomography(CT).CASE SUMMARY A 56-year-old Chinese man was admitted to the hospital with abdominal pain.CT revealed a redundant sigmoid colon with a mass on the right side of the cecum and ascending colon.Laparoscopy confirmed an abnormal course in the descending colon and sigmoid colon.Subsequently,hemicolectomy was performed in an open manner after laparoscopic exploration.Pathological examination revealed an infiltrative mucinous adenocarcinoma with two lymph node metastases.The patient was discharged without any complications after a week.There were no signs of recurrence or metastasis during the 3-month followup period.CONCLUSION We report a rare anomaly of a right-sided sigmoid colon with carcinoma,which should be differentiated from ascending colon cancer and pericecal hernia to prevent errors and other surgical complications. 展开更多
关键词 Right-sided sigmoid colon sigmoid colon Colon carcinoma Redundant sigmoid colon Pericecal hernia Case report
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多输入Sigmoid激励函数神经网络权值与结构确定法 被引量:21
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作者 张雨浓 曲璐 +2 位作者 陈俊维 刘锦荣 郭东生 《计算机应用研究》 CSCD 北大核心 2012年第11期4113-4116,4151,共5页
结合伪逆直接计算得到神经元之间最优权值的方法,提出了一种双阶段自动搜索与确定最优网络结构的算法,克服了原有BP神经网络模型及其学习算法的固有缺陷。以函数逼近为例,计算机数值实验结果显示了算法有效且耗时短,证实了由该算法得到... 结合伪逆直接计算得到神经元之间最优权值的方法,提出了一种双阶段自动搜索与确定最优网络结构的算法,克服了原有BP神经网络模型及其学习算法的固有缺陷。以函数逼近为例,计算机数值实验结果显示了算法有效且耗时短,证实了由该算法得到的网络对于多输入函数具有较优良的逼近(学习与校验)性能。 展开更多
关键词 BP神经网络 多输入 sigmoid激励函数 权值直接确定法 双阶段结构自确定法
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水下机器人基于sigmoid函数的软变结构控制 被引量:19
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作者 刘云龙 高存臣 +1 位作者 任启峰 郭真真 《电机与控制学报》 EI CSCD 北大核心 2012年第2期90-95,共6页
针对水下机器人滑模变结构控制系统抖振问题,利用具有光滑性和饱和性的sigmoid函数,提出一种水下机器人软变结构控制策略。利用Lyapunov稳定性理论,讨论控制受限情形的水下机器人软变结构控制系统的稳定性,构造基于sigmoid函数的软变结... 针对水下机器人滑模变结构控制系统抖振问题,利用具有光滑性和饱和性的sigmoid函数,提出一种水下机器人软变结构控制策略。利用Lyapunov稳定性理论,讨论控制受限情形的水下机器人软变结构控制系统的稳定性,构造基于sigmoid函数的软变结构控制器,给出水下机器人软变结构控制的具体算法。将基于sigmoid函数的软变结构控制策略用于水下机器人仿真实验研究,实验结果验证了该方法的可行性和有效性。与线性控制、饱和线性控制和基于变饱和函数的软变结构控制3种控制方法进行对比仿真分析,分析结果表明,基于sigmoid函数设计的软变结构控制系统调节精确度高、响应速度快,有效地削弱了系统抖振,具有良好的动态性能。 展开更多
关键词 水下机器人 滑模控制 软变结构控制 sigmoid函数 抖振
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基于Sigmoid函数拟合的亚像素边缘检测方法 被引量:25
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作者 张舞杰 李迪 叶峰 《华南理工大学学报(自然科学版)》 EI CAS CSCD 北大核心 2009年第10期39-43,共5页
亚像素边缘检测技术是采用图像处理软件算法来提高检测精度的有效途径,文中对矩法、拟合法和插值法等常用的亚像素边缘检测算法的原理、优点和不足进行了分析,提出了Sigmoid函数拟合的亚像素边缘定位算法.该算法采用Sigmoid函数拟合边... 亚像素边缘检测技术是采用图像处理软件算法来提高检测精度的有效途径,文中对矩法、拟合法和插值法等常用的亚像素边缘检测算法的原理、优点和不足进行了分析,提出了Sigmoid函数拟合的亚像素边缘定位算法.该算法采用Sigmoid函数拟合边缘模型,利用图像边缘灰度信息对模型进行非线性最小二乘拟合,求得边缘的亚像素位置.理论分析和实验结果表明,基于Sigmoid函数拟合的亚像素边缘定位算法的定位精度为0.045像素,但检测的速度比灰度矩提高了一个数量级,比空间矩、Zern ike矩和插值法提高了两个数量级.此算法能较好地满足影像测量的稳定可靠、高精度及强实时性要求. 展开更多
关键词 亚像素 sigmoid函数 边缘检测 拟合 边缘定位
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基于Sigmoid二次型隶属度函数的改进LMS算法 被引量:9
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作者 徐洋 徐松涛 +3 位作者 马健 杨永建 肖冰松 向建军 《中南大学学报(自然科学版)》 EI CAS CSCD 北大核心 2014年第10期3470-3476,共7页
基于Sigmoid函数变步长最小均方(LMS)算法优点是计算量小、收敛速度快且对时变系统的跟踪性能好,但存在些许不足之处,如当误差信号较小时,步长因子变化过快,对于未知系统辨识速度较慢且可控参量过少。为克服上述缺点,更优化该算法性能,... 基于Sigmoid函数变步长最小均方(LMS)算法优点是计算量小、收敛速度快且对时变系统的跟踪性能好,但存在些许不足之处,如当误差信号较小时,步长因子变化过快,对于未知系统辨识速度较慢且可控参量过少。为克服上述缺点,更优化该算法性能,通过建立Sigmoid二次型函数,提出一种新的变步长LMS算法,在收敛过程中动态渐进调整步长大小,在获得较小的稳态误差同时,能够更快达到收敛。研究结果表明:改进算法收敛速度要比其他基于S函数改进算法的快;对时变系统跟踪的性能要优于归一化类的LMS算法。本文算法可在增加少量计算量的前提下,较好地克服误差信号与步长因子之间的矛盾,加快收敛速度,并引入新的可控变量,使调控更加灵活。 展开更多
关键词 sigmoid二次型函数 最小均方算法 步长因子 系统跟踪 系统辨识
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基于sigmoid函数激励需求响应模型的电动汽车有序充电控制策略 被引量:11
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作者 黄其新 王启明 +1 位作者 陆朱卫 王欣 《电力科学与技术学报》 CAS 北大核心 2017年第4期57-64,共8页
基于经济学理论提出电动汽车有序充电电价模型,给出考虑负荷波动和电动汽车车主支出最小为目标的多目标函数,利用蒙特卡罗方法模拟车主的充电行为,最后,采用粒子群算法求解多目标函数;该方法在电价激励机制的控制过程中,加入用户对电价... 基于经济学理论提出电动汽车有序充电电价模型,给出考虑负荷波动和电动汽车车主支出最小为目标的多目标函数,利用蒙特卡罗方法模拟车主的充电行为,最后,采用粒子群算法求解多目标函数;该方法在电价激励机制的控制过程中,加入用户对电价的响应环节,给出满足sigmoid函数的电价激励策略在不同激励陡度参数下对电动汽车充电的引导效果。以某地区为例进行有序充电场景仿真模拟,结果表明:在兼顾车主和充电站运营商利益前提下,电动汽车规模一定时,选择适合的激励陡度参数能改善负荷曲线,使电网负荷波动最小。 展开更多
关键词 电动汽车 有序充电 需求响应模型 sigmoid函数 蒙特卡罗模拟
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一种基于Sigmoid函数的改进协同过滤推荐算法 被引量:9
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作者 方耀宁 郭云飞 +1 位作者 扈红超 兰巨龙 《计算机应用研究》 CSCD 北大核心 2013年第6期1688-1691,共4页
随着电子商务和社交网络的蓬勃发展,推荐系统逐渐成为数据挖掘领域的重要研究方向。推荐系统能够从海量信息中定位用户兴趣点,提供个性化服务。协同过滤算法能够有效分析用户偏好,提供合适的推荐服务。针对评分矩阵稀疏时传统协同过滤... 随着电子商务和社交网络的蓬勃发展,推荐系统逐渐成为数据挖掘领域的重要研究方向。推荐系统能够从海量信息中定位用户兴趣点,提供个性化服务。协同过滤算法能够有效分析用户偏好,提供合适的推荐服务。针对评分矩阵稀疏时传统协同过滤算法性能很差的问题,提出一种基于Sigmoid函数的改进推荐系统算法。利用Sigmoid函数对不同项目进行建模,得到项目的平均受欢迎程度;利用Sigmoid函数对不同用户进行建模,将评分映射为用户对项目的喜好程度;根据用户对项目喜好程度应该与项目平均受欢迎程度贴近的原则进行评分预测。在两组真实数据集合上的实验结果表明,该算法较好地解决了数据稀疏性问题,能够有效提高传统算法的预测准确性。 展开更多
关键词 推荐系统 协同过滤 稀疏性问题 sigmoid函数
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Sigmoid函数及其导函数的FPGA实现 被引量:12
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作者 张萧 黄晞 +1 位作者 仲伟汉 张亮 《福建师范大学学报(自然科学版)》 CAS CSCD 北大核心 2011年第2期62-65,共4页
通过对Sigmoid函数进行分析,构造一张自变量在[0,4],函数值在[0.5,1.0]的查找表,将其与设计的运算模块相连,实现Sigmoid函数及其导函数.实验表明,该方法在确保快速运算的同时节省了芯片的资源.
关键词 sigmoid函数 查找表 FPGA
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