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Event-Triggered Adaptive Control of Noncanonical Nonlinear Systems With Hysteresis Inputs
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作者 Guanyu Lai Kairong Zeng +2 位作者 Yonghua Wang Tao Zhang Hanzhen Xiao 《IEEE/CAA Journal of Automatica Sinica》 2025年第8期1739-1741,共3页
Dear Editor,It is well known that event-triggered control(ETC)is an effective approach in addressing networked control problems for Industry 5.0.Its feasibility,however,is still restricted to canonical nonlinear syste... Dear Editor,It is well known that event-triggered control(ETC)is an effective approach in addressing networked control problems for Industry 5.0.Its feasibility,however,is still restricted to canonical nonlinear systems so far.Considering this,a gradient-based adaptive ETC scheme for noncanonical nonlinear systems is newly developed in this letter,where the hysteresis input constraints are considered also.By proper decomposition,the technical issue of handling ETC-induced measurement errors and hysteresis inputs can be transformed into the robustness problem to bounded disturbance-like terms,which is then addressed by integrating a switching modification strategy in adaptive design and developing a novel augmented error-based analysis framework.Experimental results based on a practical piezoactuator confirm the effectiveness of the proposed scheme. 展开更多
关键词 hysteresis input constraints event triggered control adaptive control hysteresis inputs networked control problems noncanonical nonlinear systems gradient based adaptive scheme canonical nonlinear systems
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Adaptive controller design for satellite attached by non-cooperative object 被引量:2
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作者 Guohua KANG Jiaqi WU +1 位作者 Chendi JIN Xuefen CHEN 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2020年第3期1006-1015,共10页
When non-cooperative body attachment occurs in space, the inertia of the new combination and the change of the system's momentum are unknown.This uncertainty may lead to the instability of the spacecraft's att... When non-cooperative body attachment occurs in space, the inertia of the new combination and the change of the system's momentum are unknown.This uncertainty may lead to the instability of the spacecraft's attitude control.In order to solve this problem, we propose an adaptive control scheme based on the inertia estimation of the new, combined system of non-cooperative body and satellite.This method can allow the new combination of different situations to reach a stable state with a high level of precision and speed.In this paper, the stability of the adaptive control scheme is proven by constructing a Lyapunov function.A simulation environment in which a non-cooperative body attaches to a satellite attaches to is constructed.The simulation shows that the attitude error converges to a small field when using the control scheme, regardless of unfavorable cases, including unknown inertia parameters, added momentum.In addition, the simulation results show the strong robustness of the control scheme for the new combination. 展开更多
关键词 adaptive control scheme Inertia estimation New combination Non-cooperative body attachment ROBUSTNESS
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Event-Triggered Adaptive Horizon DMPC for Discrete-Time Coupled Nonlinear Systems
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作者 Rui Guo Jianwen Feng +1 位作者 Jingyi Wang Yi Zhao 《IEEE/CAA Journal of Automatica Sinica》 2025年第8期1724-1726,共3页
Dear Editor,This letter studies the event-triggered adaptive horizon distributed model predictive control problem for discrete-time coupled nonlinear systems with additive disturbances.By constructing a new dualmodel ... Dear Editor,This letter studies the event-triggered adaptive horizon distributed model predictive control problem for discrete-time coupled nonlinear systems with additive disturbances.By constructing a new dualmodel optimal control problem,an event-triggered mechanism and an adaptive prediction horizon scheme are co-designed in the proposed scheme.Notably,the upper bound of the triggering interval remains independent of the dynamically shrinking prediction horizon.This enables the event-triggered mechanism to operate effectively even when the prediction horizon becomes zero,thus achieving cost savings throughout the control process.In addition,the sufficient conditions of the proposed scheme associated with the feasibility and stability are provided.The effectiveness is illustrated through a practical example. 展开更多
关键词 event triggered control dualmodel optimal control probleman distributed model predictive control adaptive prediction horizon scheme adaptive horizon discrete time systems coupled nonlinear systems distributed model predictive control problem
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Distributed Adaptive Synchronization of Complex Dynamical Network with Unknown Time-varying Weights 被引量:1
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作者 Hui-Na Feng Jun-Min Li 《International Journal of Automation and computing》 EI CSCD 2015年第3期323-329,共7页
A new approach of adaptive distributed control is proposed for a class of networks with unknown time-varying coupling weights. The proposed approach ensures that the complex dynamical networks achieve asymptotical syn... A new approach of adaptive distributed control is proposed for a class of networks with unknown time-varying coupling weights. The proposed approach ensures that the complex dynamical networks achieve asymptotical synchronization and all the closed-loop signals are bounded. Furthermore, the coupling matrix is not assumed to be symmetric or irreducible and asymptotical synchronization can be achieved even when the graph of network is not connected. Finally, a simulation example shows the feasibility and effectiveness of the approach. 展开更多
关键词 Complex dynamical network SYNCHRONIZATION distributed control adaptive scheme unknown time-varying parameters.
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Distributed optimal fuzzy adaptive prescribed-time formation control for MQUAVs with flexible global quantitative behaviors
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作者 Xiaona SONG Chenglin WU +5 位作者 Yuwen DONG Shuai SONG Heng SHI Jihong ZHU Binbin YAN Qingtao WU 《Science China(Technological Sciences)》 2026年第1期184-186,共3页
Distributed formation control of multiple quadrotor unmanned aerial vehicles(MQUAVs)has emerged as a promising solution for cooperative operations,with substantial advancements reported[1,2].Note that in largescale fo... Distributed formation control of multiple quadrotor unmanned aerial vehicles(MQUAVs)has emerged as a promising solution for cooperative operations,with substantial advancements reported[1,2].Note that in largescale formations,only a subset of followers communicates directly with the leader while the remainder rely on multi-hop relaying,which may compromise command timeliness[3].Existing finite/fixed-time formation schemes[4,5],while effective,involve complex settling time calculations and lack well-defined means to adjust transient and steady-state performance. 展开更多
关键词 adaptive formation schemes OPTIMAL multiple quadrotor unmanned aerial vehicles mquavs prescribed time cooperative operationswith distributed formation control DISTRIBUTED
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Unified Vibration Suppression and Compliance Control for Flexible Joint Robot 被引量:3
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作者 CUI Shipeng SUN Yongjun +1 位作者 LIU Yiwei LIU Hong 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2021年第3期361-372,共12页
An adaptive control scheme is presented,which can simultaneously realize vibration suppression and compliance control for flexible joint robot(FJR).The proposed control scheme provides a unified formulation for both v... An adaptive control scheme is presented,which can simultaneously realize vibration suppression and compliance control for flexible joint robot(FJR).The proposed control scheme provides a unified formulation for both vibration suppression mode,where FJR tracks the desired position with little vibration,and compliance mode,in which FJR presents passive.Instead of designing multiple controllers and switching between them,both modes are integrated into a single controller,and the transition between two modes is smooth and stable.The stability of the closed-loop system is theoretically proven via the Lyapunov method,with the considering the dynamics uncertainties in both link side and motor side.Simulation results are presented to illustrate good performances of the proposed control scheme. 展开更多
关键词 adaptive control scheme vibration suppression COMPLIANCE flexible joint robot(FJR) STABILITY
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Chaos Synchronization in the Belousov-Zhabotinsky Chemical Reaction by Adaptive Control Scheme 被引量:1
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作者 李艳妮 陈兰 +1 位作者 蔡遵生 赵学庄 《Chinese Journal of Chemistry》 SCIE CAS CSCD 2002年第8期753-759,共7页
The adaptive synchronization scheme proposed by John and Amritkar was employed into the Belousov Zhabotinsky (BZ) 4 variable Montanator model system. By the parameter adjustment, chaos synchronization has been obta... The adaptive synchronization scheme proposed by John and Amritkar was employed into the Belousov Zhabotinsky (BZ) 4 variable Montanator model system. By the parameter adjustment, chaos synchronization has been obtained. Through calculating the transient time, the optimal combination of the stiffness constant and damping constant was obtained. Furthermore, the relationships among the transient time, conditional Lyapunov exponents, the stiffness constant and damping constant were discussed. Also, the BZ system with the adaptive synchronization scheme might be used for the communication purposes. 展开更多
关键词 CHAOS synchronization Belousov Zhabotinsky chemical reaction adaptive control scheme
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Passivity-based control of synchronous motors in mine hoist systems
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作者 XUE Hua JIANG Jian-guo +1 位作者 YUAN Ming-han JIANG Hua 《Journal of Coal Science & Engineering(China)》 2009年第3期332-336,共5页
An adaptive PBC strategy for SM with a time-varying load torque to track fluxand speed trajectories was proposed.The key point of this method was the identificationof terms,known as workless forces,which appeared in t... An adaptive PBC strategy for SM with a time-varying load torque to track fluxand speed trajectories was proposed.The key point of this method was the identificationof terms,known as workless forces,which appeared in the dynamic equations of SM buthad no effect on the energy balance equation of the closed loop.PBC,combined withadaptive control schemes,not only preserved the advantages of PBC such as nonexistenceof singularity,but also rejected the flux and speed tracking error caused by statorand rotor resistance variation.The rotor currents of SM were estimated via a state observer.This algorithm simplified the control structure and enhanced the robustness of thecontrol system.The feasibility and effectiveness were confirmed by experimental resultsbased on dSPACE. 展开更多
关键词 passivity-based control(PBC) adaptive scheme synchronous motors(SM) dSPACE
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A General Response System Control Method Based on Backstepping Design for Synchronization of Continuous Scalar Chaotic Signal
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作者 王晶 高金峰 +1 位作者 马西奎 梁占红 《Chinese Physics Letters》 SCIE CAS CSCD 2006年第8期2027-2029,共3页
A general response system control method for synchronization of continuous scalar chaotic signal is presented. The proposed canonical genera/response system can cover most of the well-known chaotic systems. Conversely... A general response system control method for synchronization of continuous scalar chaotic signal is presented. The proposed canonical genera/response system can cover most of the well-known chaotic systems. Conversely, each of these chaotic systems can Mso be used to construct the genera/response system. Furthermore, a novel controller of the proposed response system is designed based on backstepping technique, with which the output of the genera/response system and the given continuous chaotic signal can synchronize perfectly. Two numerical examples are given to illustrate the effectiveness of the proposed control method. 展开更多
关键词 adaptive-control SPIRAL WAVES HYPERCHAOS scheme
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双端异步DoS攻击下基于数模联动的ICPS多模态综合安全控制
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作者 李亚洁 李钢 +1 位作者 李炜 路晨静 《北京航空航天大学学报》 北大核心 2025年第10期3354-3367,共14页
针对一类双端异步拒绝服务(DoS)攻击与执行器故障共存的工业信息物理系统(ICPS),通过将数据驱动技术与模型机理解析方法相融合,对多模态综合安全控制与通讯间的协同设计问题进行研究。设计一种触发阈值可随系统行为动态变化的自适应离... 针对一类双端异步拒绝服务(DoS)攻击与执行器故障共存的工业信息物理系统(ICPS),通过将数据驱动技术与模型机理解析方法相融合,对多模态综合安全控制与通讯间的协同设计问题进行研究。设计一种触发阈值可随系统行为动态变化的自适应离散事件触发通讯机制(ADETCS),并构建可同时抵御双端异步DoS攻击与执行器故障的ICPS多模态综合安全控制架构;针对不同能量等级的DoS攻击,采用“分而治之”的思想,借助长短期记忆(LSTM)网络与弹性控制方法,提出基于数模联动的主-被动协同混合容侵策略。基于Lyapunov稳定性理论进行观测器与控制器的推证,进而采用K-Means++聚类算法及模糊融合方法,在线对不同模态下的控制器进行加权融合,实现不同控制模态间的软切换;通过四容水箱实例,验证了双端异步DoS攻击下基于数模联动的多模态综合安全控制方法的正确性。实验结果表明:数模联动的方法增强了ICPS抵御双端异步DoS攻击的能力,多模态综合安全控制器的设计实现了控制模态与ADETCS间的双向自适应协同控制。 展开更多
关键词 工业信息物理系统 双端异步DoS攻击 数模联动 自适应离散事件触发通讯机制 多模态综合安全控制
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双端ADTCS下基于ISSA-FCM的工业信息物理系统多模态综合安全控制研究
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作者 李亚洁 王飞平 +1 位作者 李炜 何源奎 《控制与决策》 北大核心 2025年第11期3313-3328,共16页
针对遭受混合异步拒绝服务(DoS)攻击与执行器故障共存的工业信息物理系统(ICPS),在双端自适应离散事件触发通信机制(ADETCS)的驱动下,研究具有多目标约束的ICPS多模态综合安全控制方法.首先,设计双端ADETCS用于对传感侧和执行侧的传输... 针对遭受混合异步拒绝服务(DoS)攻击与执行器故障共存的工业信息物理系统(ICPS),在双端自适应离散事件触发通信机制(ADETCS)的驱动下,研究具有多目标约束的ICPS多模态综合安全控制方法.首先,设计双端ADETCS用于对传感侧和执行侧的传输数据进行双重筛选,其触发参数将依据系统的动态行为而自适应变化,进而基于改进的麻雀搜索优化模糊C均值(ISSA-FCM)聚类算法对不同的控制模态进行离线划分和在线识别;其次,在传感侧,基于数模联动的方法应对不同能量等级的DoS攻击,在执行侧,基于贝叶斯优化的长短期记忆网络(Bayes-LSTM)预测补偿由DoS攻击而丢失的数据,同时采用主动容错应对执行器故障;再次,通过引入α-稳定性和H_(∞)等多目标约束条件,基于构造的Lyapunov-Krascovskii泛函,推证出多目标下ICPS的鲁棒观测器和综合安全控制器的求解方法,并研究与触发参数对应的不同控制模态下多模态控制器的在线切换融合方法;最后,通过仿真实验验证所提方法的有效性和实用性,实现ICPS网络服务质量与控制系统性能之间的双向自适应. 展开更多
关键词 工业信息物理系统 混合异步DoS攻击 双端自适应离散事件触发通信机制 多目标约束 数模联动 多模态综合安全控制器
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Hybrid Adaptive Event‑Triggered Platoon Control with Package Dropout 被引量:3
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作者 Jiawei Wang Fangwu Ma +1 位作者 Liang Wu Guanpu Wu 《Automotive Innovation》 EI CSCD 2022年第4期347-358,共12页
A novel hybrid adaptive event-triggered platoon control strategy is proposed to achieve the balanced coordination between communication resource utilization and vehicle-following performance considering the effect of ... A novel hybrid adaptive event-triggered platoon control strategy is proposed to achieve the balanced coordination between communication resource utilization and vehicle-following performance considering the effect of package dropout.To deal with the disturbance caused by the event-triggered scheme,the parameter space approach is adopted to derive the feasible region from which cooperative adaptive cruise control controller satisfies internal stability,distance accuracy,and string stability.Subsequently,the Bernoulli random distribution process is employed to depict the phenomenon of package drop-out,and the hybrid coefficient is proposed to realize the allocation between the adaptive trigger threshold strategy and the adaptive headway strategy.The simulation of a six-vehicle platoon is carried out to verify the effectiveness of the designed control strategy.Results show that about 78.76%of communication resources have been saved by applying the event-triggered scheme,while guaranteeing the desired vehicle-following performance.And in the non-ideal communication environment with frequent package dropouts,the hybrid adaptive strategy achieves the coordination among communication resource utilization,string stability margin,distance accuracy,and traffic efficiency. 展开更多
关键词 Cooperative adaptive cruise control Event-triggered scheme Hybrid adaptive strategy Package dropout Parameter space approach
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区间二型模糊网络系统的自适应记忆事件触发加密控制
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作者 刘霞 赵茂森 《信息与控制》 北大核心 2025年第3期453-464,共12页
针对区间二型(interval type-2,IT2)Takagi-Sugeno(T-S)模糊网络控制系统提出一种自适应记忆事件触发的加密控制方案。首先,利用缓存器获取传输数据的平均值并根据触发数据与采样数据的相对误差构建自适应阈值,分别在传感器-控制器通道... 针对区间二型(interval type-2,IT2)Takagi-Sugeno(T-S)模糊网络控制系统提出一种自适应记忆事件触发的加密控制方案。首先,利用缓存器获取传输数据的平均值并根据触发数据与采样数据的相对误差构建自适应阈值,分别在传感器-控制器通道和控制器-执行器通道设计自适应记忆事件触发方案(adaptive memory-event-triggered scheme,AMETS)。然后,基于AMETS提出了一种改进的Paillier加密方案,该加密方案不仅能够对非整数明文进行加密解密还能保证解密的准确性。接着,设计了一种模糊动态输出反馈控制器,并构建了IT2模糊闭环系统。此外,利用线性矩阵不等式方法得到了控制器增益和事件触发参数,以实现该系统的均方渐近稳定。最后,通过仿真实例验证了所提方法的优越性。该方案不仅能够保证系统的均方渐近稳定性,还能够节省网络资源,并减少有用信息的丢失,同时还能保证数据在传输过程中的安全性。 展开更多
关键词 区间二型模糊系统 自适应记忆事件触发 加密方案 动态输出反馈控制 稳定性
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Safety-critical nonlinear optimal predictive control with adaptive error elimination algorithm for robotic system
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作者 Helin Wang 《Security and Safety》 2024年第4期6-17,共12页
Safety-critical control enables intelligent robots to have better secure operation and resistance to adverse environments, hence greatly enhancing their interaction and adaptability to the environment. In this paper, ... Safety-critical control enables intelligent robots to have better secure operation and resistance to adverse environments, hence greatly enhancing their interaction and adaptability to the environment. In this paper, we propose a safety-critical control scheme for robotic systems using an adaptive error elimination algorithm and optimization-based nonlinear optimal predictive control(NOPC) framework. The novelty of the proposed work lies in that an adaptive error elimination controller is designed to deal with the problem of stabilization of walking gait, which ensures that robot joint trajectory can compensate for the limitation of the template model. In order to be independent of system parameters and disturbances, a sliding mode controller is further designed under an uncertain environment. This approach takes into account simultaneously with foot position and orientation based on NOPC optimization. It tracks the modified trajectories constrained with the centroidal momentum dynamics. Finally, simulations is utilized to verify the efectiveness of the mentioned methods. The results indicate that the tracking efect of joint trajectory is better safety-critical nonlinear optimal predictive control with adaptive error elimination algorithm. 展开更多
关键词 Nonlinear optimal predictive control Safety-critical control scheme Robotic system adaptive error elimination algorithm
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绿波协调控制方案的速度区间适应性分析与评价 被引量:13
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作者 卢凯 吴焕 +1 位作者 杨兴 徐建闽 《华南理工大学学报(自然科学版)》 EI CAS CSCD 北大核心 2014年第5期60-66,83,共8页
针对实际行驶车速的不确定性,分析了行驶车速变化对交通信号绿波协调控制方案实际效果的影响;通过确定行驶速度的正常变化区间,设定绿波协调控制平均设计车速,生成干道绿波协调控制备选方案;根据速度分布下的绿波带宽期望评价备选方案,... 针对实际行驶车速的不确定性,分析了行驶车速变化对交通信号绿波协调控制方案实际效果的影响;通过确定行驶速度的正常变化区间,设定绿波协调控制平均设计车速,生成干道绿波协调控制备选方案;根据速度分布下的绿波带宽期望评价备选方案,并对方案进行优选.算例分析与仿真实验结果表明,该方法考虑了干道不同行驶方向行驶速度的变化范围与分布情况,可依据行驶速度的数据样本与概率分布,在多个备选方案中优选出一套面向行驶速度区间需求的最佳绿波协调控制方案,实现了交通信号协调控制方案风险的量化评估,提高了干道绿波协调控制方案的适应性与鲁棒性. 展开更多
关键词 交通控制 绿波协调 方案评价 速度区间 带宽期望 适应性
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基于自适应滑模抗饱和控制及其应用 被引量:11
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作者 严路 何汉林 江梅 《华中科技大学学报(自然科学版)》 EI CAS CSCD 北大核心 2014年第7期72-75,共4页
研究了一类具有饱和非线性输入的不确定系统抗饱和控制问题.结合滑模控制理论和自适应控制理论,提出了一种自适应滑模抗饱和控制器,采用饱和函数取代控制器中的符号函数,有效消除了控制器中由符号函数引起的抖振现象,保证了系统良好的... 研究了一类具有饱和非线性输入的不确定系统抗饱和控制问题.结合滑模控制理论和自适应控制理论,提出了一种自适应滑模抗饱和控制器,采用饱和函数取代控制器中的符号函数,有效消除了控制器中由符号函数引起的抖振现象,保证了系统良好的鲁棒性.最后结合实际的船舶航向控制问题进行仿真实验,仿真结果验证了该方案的有效性. 展开更多
关键词 滑模控制 自适应 鲁棒性 抗饱和 饱和函数 船舶航向
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基于多目标差分进化算法的水库多目标防洪调度研究 被引量:43
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作者 覃晖 周建中 +1 位作者 王光谦 张勇传 《水利学报》 EI CSCD 北大核心 2009年第5期513-519,共7页
为求解水库多目标防洪优化调度问题,提出一种基于自适应柯西变异的多目标差分进化算法,克服了早熟收敛问题,提高了收敛精度;同时,根据多目标优化的特点对差分算子进行修正,并引入外部档案技术,提高了算法的收敛速度。本文以坝前最高水... 为求解水库多目标防洪优化调度问题,提出一种基于自适应柯西变异的多目标差分进化算法,克服了早熟收敛问题,提高了收敛精度;同时,根据多目标优化的特点对差分算子进行修正,并引入外部档案技术,提高了算法的收敛速度。本文以坝前最高水位最低、最大下泄流量最小和汛末水位最接近汛限水位为目标,对三峡水库展开多目标防洪调度研究,结果表明,该算法可在较短时间内生成大量在各目标分布均匀、分布范围广的非劣调度方案供决策者评价优选,为水库多目标防洪调度决策提供了一种新的调度方案生成方法。 展开更多
关键词 水库防洪调度 多目标优化 非劣调度方案集 差分进化算法 自适应柯西变异 三峡工程
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基于路面激励自适应的液电馈能悬架动力学性能协调控制 被引量:16
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作者 汪若尘 丁彦姝 +2 位作者 孙东 丁仁凯 孟祥鹏 《农业工程学报》 EI CAS CSCD 北大核心 2019年第6期55-64,共10页
针对液电式馈能悬架在被动模式下无法实现车辆全局工况最优,该文以路面激励频率作为切换阈值,设计了一种具有舒适、运动和综合3种模式的液电式馈能悬架,在改善车辆乘坐舒适性及操纵稳定性的同时回馈振动能量。提出了将DC-DC变换器引入... 针对液电式馈能悬架在被动模式下无法实现车辆全局工况最优,该文以路面激励频率作为切换阈值,设计了一种具有舒适、运动和综合3种模式的液电式馈能悬架,在改善车辆乘坐舒适性及操纵稳定性的同时回馈振动能量。提出了将DC-DC变换器引入悬架馈能电路中,通过实时调节DC-DC变换器中MOS管开关信号占空比以改变液电式馈能减振器阻尼力,并制定了天棚-地棚控制结合模糊PID控制的双环半主动控制方案。仿真结果表明,引入路面频率自适应的液电式馈能悬架相比单一天棚-地棚控制悬架在车身共振区的车身加速度幅值减小22.92%,在车轮共振区的轮胎动载荷幅值减小24.27%,并回收66.70 W振动能量,实现了悬架动力学性能和馈能特性的协调控制。台架试验结果表明,各时段内车身加速度试验与仿真结果峰峰值的相对误差分别为1.36%、15.72%、4.86%和13.6%,轮胎动载荷的相对误差分别为9.34%、13.62%、7.82%和15.47%;各频段内车身加速度试验与仿真结果峰值的相对误差分别为7.55%、10.18%、10.56%、和6.35%,轮胎动载荷的相对误差分别为9.64%、11.72%、10.39%和11.27%。时域和频域的相对误差均在16%之内,验证了仿真结果的正确性和系统的可行性。研究结果可为液电式馈能悬架的产品升级提供参考。 展开更多
关键词 车辆 悬架 控制 液电式馈能 双环方案 多模式切换 路面频率自适应
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细分曲面拟合的局部渐进插值方法 被引量:8
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作者 赵宇 蔺宏伟 鲍虎军 《计算机研究与发展》 EI CSCD 北大核心 2012年第8期1699-1707,共9页
逼近型细分方法生成的细分曲面其品质要优于插值型细分方法生成的细分曲面.然而,逼近型细分方法生成的细分曲面不能插值于初始控制网格顶点.为使逼近型细分曲面具有插值能力,一般通过求解全局线性方程组,使其插值于网格顶点.当网格顶点... 逼近型细分方法生成的细分曲面其品质要优于插值型细分方法生成的细分曲面.然而,逼近型细分方法生成的细分曲面不能插值于初始控制网格顶点.为使逼近型细分曲面具有插值能力,一般通过求解全局线性方程组,使其插值于网格顶点.当网格顶点较多时,求解线性方程组的计算量很大,因此,难以处理稠密网格.与此不同,在不直接求解线性方程组的情况下,渐进插值方法通过迭代调整控制网格顶点,最终达到插值的效果.渐进插值方法可以处理稠密的任意拓扑网格,生成插值于初始网格顶点的光滑细分曲面.并且经证明,逼近型细分曲面渐进插值具有局部性质,也就是迭代调整初始网格的若干控制顶点,且保持剩余顶点不变,最终生成的极限细分曲面仍插值于初始网格中被调整的那些顶点.这种局部渐进插值性质给形状控制带来了更多的灵活性,并且使得自适应拟合成为可能.实验结果验证了局部渐进插值的形状控制以及自适应拟合能力. 展开更多
关键词 渐进插值 逼近型细分格式 局部性质 形状控制 自适应拟合 几何设计
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基于正交多项式的自适应提升格式 被引量:2
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作者 杨汉生 孔鲲鹏 +1 位作者 许磊 杨成梧 《南京理工大学学报》 EI CAS CSCD 北大核心 2009年第3期307-311,共5页
为确定提升格式的预测系数及更新系数,该文以小波分解的细节信号的平方和为目标函数,采用一组正交多项式确定预测系数,使预测系数能够反映分析数据的特征。根据分析数据的相关性来确定最优预测系数和更新系数,使小波能够较好地适应信号... 为确定提升格式的预测系数及更新系数,该文以小波分解的细节信号的平方和为目标函数,采用一组正交多项式确定预测系数,使预测系数能够反映分析数据的特征。根据分析数据的相关性来确定最优预测系数和更新系数,使小波能够较好地适应信号特征的变化。理论和仿真结果表明:正交多项式的自适应提升格式的滤波性能明显优于一般拟合方法的提升格式以及传统小波db5,尤其在低信噪比的情况更为明显。 展开更多
关键词 提升格式 预测控制 自适应算法 正交多项式
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