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Leader-following consensus protocols for formation control of multi-agent network 被引量:10
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作者 Xiaoyuan Luo Nani Han Xinping Guan 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2011年第6期991-997,共7页
Two protocols are presented,which can make agents reach consensus while achieving and preserving the desired formation in fixed topology with and without communication timedelay for multi-agent network.First,the proto... Two protocols are presented,which can make agents reach consensus while achieving and preserving the desired formation in fixed topology with and without communication timedelay for multi-agent network.First,the protocol without considering the communication time-delay is presented,and by using Lyapunov stability theory,the sufficient condition of stability for this multi-agent system is presented.Further,considering the communication time-delay,the effectiveness of the protocol based on Lyapunov-Krasovskii function is demonstrated.The main contribution of the proposed protocols is that,as well as the velocity consensus is considered,the formation control is concerned for multi-agent systems described as the second-order equations.Finally,numerical examples are presented to illustrate the effectiveness of the proposed protocols. 展开更多
关键词 consensus formation control leader-following com-munication time-delay multi-agent systems.
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Consensus tracking protocol and formation control of multi-agent systems with switching topology 被引量:13
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作者 年晓红 苏赛军 潘欢 《Journal of Central South University》 SCIE EI CAS 2011年第4期1178-1183,共6页
Consensus tracking control problems for single-integrator dynamics of multi-agent systems with switching topology are investigated. In order to design effective consensus tracking protocols for a more general class of... Consensus tracking control problems for single-integrator dynamics of multi-agent systems with switching topology are investigated. In order to design effective consensus tracking protocols for a more general class of networks, which are aimed at ensuring that the concerned states of agents converge to a constant or time-varying reference state, new consensus tracking protocols with a constant and time-varying reference state are proposed, respectively. Particularly, by contrast with spanning tree, an improved condition of switching interaction topology is presented. And then, convergence analysis of two consensus tracking protocols is provided by Lyapunov stability theory. Moreover, consensus tracking protocol with a time-varying reference state is extended to achieve the fbrmation control. By introducing formation structure set, each agent can gain its individual desired trajectory. Finally, several simulations are worked out to illustrate the effectiveness of theoretical results. The test results show that the states of agents can converge to a desired constant or time-varying reference state. In addition, by selecting appropriate structure set, agents can maintain the expected formation under random switching interaction topologies. 展开更多
关键词 multi-agent system consensus protocols formation control switching topology
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Consensus of second-order nonlinear multi-agent systems via sliding mode observer and controller 被引量:1
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作者 Xiaolei Li Xiaoyuan Luo +2 位作者 Shaobao Li Jianjin Li Xinping Guan 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2017年第4期756-765,共10页
This paper investigates the consensus problem of second-order nonlinear multi-agent systems (MASs) via the sliding mode control (SMC) approach. The velocity of each agent is assumed to be unmeasurable. A second-order ... This paper investigates the consensus problem of second-order nonlinear multi-agent systems (MASs) via the sliding mode control (SMC) approach. The velocity of each agent is assumed to be unmeasurable. A second-order sliding mode observer is designed to estimate the velocity. Then a distributed discontinuous control law based on first-order SMC is presented to solve the consensus problem. Moreover, to overcome the chatting problem, two controllers based on the boundary layer method and the super-twisting algorithm respectively are presented. It is shown that the MASs will achieve consensus under some given conditions. Some examples are provided to demonstrate the effectiveness of the proposed control laws. 展开更多
关键词 nonlinear multi-agent system sliding mode observer consensus sliding mode controller
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Proto col Design for Output Consensus of Port-controlled Hamiltonian Multi-agent Systems 被引量:6
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作者 LI Chang-Sheng WANG Yu-Zhen 《自动化学报》 EI CSCD 北大核心 2014年第3期415-422,共8页
这份报纸调查控制港口的 Hamiltonian (PCH ) 多代理人系统的产量一致问题与修理并且切换的拓扑学。第一,一个分布式的组产量一致协议经由塑造方法全球性到达稳定性和组产量一致的能量被设计。第二,一个新分布式的控制协议被使用 PCH... 这份报纸调查控制港口的 Hamiltonian (PCH ) 多代理人系统的产量一致问题与修理并且切换的拓扑学。第一,一个分布式的组产量一致协议经由塑造方法全球性到达稳定性和组产量一致的能量被设计。第二,一个新分布式的控制协议被使用 PCH 系统的结构的性质建议。这个协议的优点是它能由构造一种虚拟邻居转变指导的图到未受指导的图。第三,一个控制协议被设计,扩大 LaSalle0s 不变性原则在联合连接的拓扑学条件下面为交换系统发展了让所有代理人当拓扑学正在切换时,到达输出一致。最后,有模拟的一些解说性的例子被提供表明在这份报纸设计的协议的有效性。 展开更多
关键词 输出端口 多AGENT系统 哈密顿 设计 受控 控制协议 多智能体系统 拓扑结构
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Robust Delay-dependent H∞ Consensus Control for Multi-agent Systems with Input Delays 被引量:2
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作者 LI Zhen-Xing JI Hai-Bo 《自动化学报》 EI CSCD 北大核心 2014年第11期2556-2562,共7页
关键词 多代理系统 控制输出 时滞相关 延迟 输入 状态反馈控制器 线性化算法 不确定性
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Robust H∞ Consensus Control for High-order Discrete-time Multi-agent Systems With Parameter Uncertainties and External Disturbances 被引量:3
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作者 Jun Xu Guoliang Zhang +2 位作者 Jing Zeng Boyang Du Xiao Jia 《自动化学报》 EI CSCD 北大核心 2017年第10期1850-1857,共8页
关键词 参数不确定性 多智能体系统 离散时间 一致性控制 高阶 外部扰动 鲁棒 线性矩阵不等式
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Sliding mode fault tolerant consensus control for multi-agent systems based on super-twisting observer
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作者 YANG Pu HU Xukai +1 位作者 WANG Zixin ZHANG Zhiqing 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2022年第6期1309-1319,共11页
The fault-tolerant consensus problem for leader-following nonlinear multi-agent systems with actuator faults is mainly investigated.A new super-twisting sliding mode observer is constructed to estimate the velocity an... The fault-tolerant consensus problem for leader-following nonlinear multi-agent systems with actuator faults is mainly investigated.A new super-twisting sliding mode observer is constructed to estimate the velocity and undetectable fault information simultaneously.The time-varying gain is introduced to solve the initial error problem and peak value problem,which makes the observation more accurate and faster.Then,based on the estimated results,an improved sliding mode fault-tolerant consensus control algorithm is designed to compensate the actuator faults.The protocol can guarantee the finite-time consensus control of multi-agent systems and suppress chattering.Finally,the effectiveness and the superiority of the observer and control algorithm are proved by some simulation examples of the multi-aircraft system. 展开更多
关键词 multi-agent system sliding mode control fault-tolerant consensus control super-twisting sliding mode observer
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Guaranteed Consensus Control of Mobile Sensor Networks With Partially Unknown Switching Probabilities
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作者 Yuan Zhao Ge Guo +2 位作者 Lei Ding Jian Gong Zibao Lu 《自动化学报》 EI CSCD 北大核心 2017年第7期1265-1272,共8页
关键词 移动传感器网络 一致性控制 切换概率 MARKOV跳跃系统 开关控制器 系统稳定性分析 拓扑结构 协商
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Three-dimensional formation keeping of multi-UAV based on consensus 被引量:4
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作者 ZHU Xu ZHANG Xun-xun +1 位作者 YAN Mao-de QU Yao-hong 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第6期1387-1395,共9页
Consensus is an emerging technique using neighbor-to-neighbor interaction to generate steering commands for cooperative control of multiple vehicles. A three-dimensional formation keeping strategy for multiple unmanne... Consensus is an emerging technique using neighbor-to-neighbor interaction to generate steering commands for cooperative control of multiple vehicles. A three-dimensional formation keeping strategy for multiple unmanned aerial vehicles(multi-UAV) is proposed based on consensus, aiming at maintaining a specified geometric configuration. A formation control algorithm with guidance and corresponding flight controllers is given, managing position and attitude, respectively. In order to follow a three-dimensional predefined flight path, by introducing the tracking orders as reference states into the consensus, the formation control algorithm is designed, following the predefined flight path and maintaining geometric configuration simultaneously. The flight controllers are constructed by nonlinear dynamic inverse, including attitude design and velocity design. With the whole system composed of a nonlinear six-degree-of-freedom UAV model, the formation control algorithm and the flight controllers, the formation keeping strategy is closed loop and with full states. In simulation, three-dimensional formation flight demonstrates the feasibility and effectiveness of the proposed strategy. 展开更多
关键词 multiple unmanned AERIAL VEHICLES formation keeping consensus REFERENCE state FLIGHT control
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Weighted average consensus problem in networks of agents with diverse time-delays 被引量:4
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作者 Wenhui Liu Feiqi Deng +1 位作者 Jiarong Liang Xuekui Yan 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2014年第6期1056-1064,共9页
This paper studies the weighted average consensus problem for networks of agents with fixed directed asymmetric unbalance information exchange topology. We suppose that the classical distributed consensus protocol is ... This paper studies the weighted average consensus problem for networks of agents with fixed directed asymmetric unbalance information exchange topology. We suppose that the classical distributed consensus protocol is destroyed by diverse time-delays which include communication time-delay and self time-delay. Based on the generalized Nyquist stability criterion and the Gerschgorin disk theorem, some sufficient conditions for the consensus of multi-agent systems are obtained. And we give the expression of the weighted average consensus value for our consensus protocol. Finally, numerical examples are presented to illustrate the theoretical results. 展开更多
关键词 networks of agents distributed control weighted average consensus TIME-DELAY digraph theory
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Fast consensus seeking for multi-agent systems 被引量:3
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作者 Yingying She Huajing Fang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2011年第3期534-539,共6页
For multi-agent systems based on the local information,the agents automatically converge to a common consensus state and the convergence speed is determined by the algebraic connectivity of the communication network.T... For multi-agent systems based on the local information,the agents automatically converge to a common consensus state and the convergence speed is determined by the algebraic connectivity of the communication network.To study fast consensus seeking problems of multi-agent systems in undirected networks,a consensus protocol is proposed which considers the average information of the agents' states in a certain time interval,and a consensus convergence criterion for the system is obtained.Based on the frequency-domain analysis and algebra graph theory,it is shown that if the time interval is chosen properly,then requiring the same maximum control effort the proposed protocol reaches consensus faster than the standard consensus protocol.Simulations are provided to demonstrate the effectiveness of these theoretical results. 展开更多
关键词 multi-agent systems consensus cooperative control convergence rate.
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Research on consensus of multi-agent systems with and without input saturation constraints 被引量:4
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作者 QI Duo HU Junhua +2 位作者 LIANG Xiaolong ZHANG Jiaqiang ZHANG Zhihao 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2021年第4期947-955,共9页
In recent years,with the continuous development of multi-agent technology represented by unmanned aerial vehicle(UAV)swarm,consensus control has become a hot spot in academic research.In this paper,we put forward a di... In recent years,with the continuous development of multi-agent technology represented by unmanned aerial vehicle(UAV)swarm,consensus control has become a hot spot in academic research.In this paper,we put forward a discrete-time consensus protocol and obtain the necessary and sufficient conditions for the second-order consensus of the second-order multi-agent system with a fixed structure under the condition of no saturation input.The theoretical derivation verifies that the two eigenvalues of the Laplacian of the communication network matrix and the sampling period have an important effect on achieving consensus.Then we construct and verify sufficient conditions to achieve consensus under the condition of input saturation constraints.The results show that consensus can be achieved if velocity,position gain,and sampling period satisfy a set of inequalities related to the eigenvalues of the Laplacian matrix.Finally,the accuracy and validity of the theoretical results are proved by numerical simulations. 展开更多
关键词 multi-agent system consensus control input constraint distributed control
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Distributed fuzzy fault-tolerant consensus of leader-follower multi-agent systems with mismatched uncertainties 被引量:6
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作者 MALIKA Sader WANG Fuyong +1 位作者 LIU Zhongxin CHEN Zengqiang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2021年第5期1031-1040,共10页
In this paper,the distributed fuzzy fault-tolerant tracking consensus problem of leader-follower multi-agent systems(MASs)is studied.The objective system includes actuator faults,mismatched parameter uncertainties,non... In this paper,the distributed fuzzy fault-tolerant tracking consensus problem of leader-follower multi-agent systems(MASs)is studied.The objective system includes actuator faults,mismatched parameter uncertainties,nonlinear functions,and exogenous disturbances under switching communication topologies.To solve this problem,a distributed fuzzy fault-tolerant controller is proposed for each follower by adaptive mechanisms to track the state of the leader.Furthermore,the fuzzy logic system is utilized to approximate the unknown nonlinear dynamics.An error estimator is introduced between the mismatched parameter matrix and the input matrix.Then,a selective adaptive law with relative state information is adopted and applied.When calculating the Lyapunov function’s derivative,the coupling terms related to consensus error and mismatched parameter uncertainties can be eliminated.Finally,a numerical simulation is given to validate the effectiveness of the proposed protocol. 展开更多
关键词 distributed fuzzy fault-tolerant control(FTC) tracking consensus problem leader-follower multi-agent system mismatched parameter uncertainty
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Distributed attitude consensus of spacecraft formation flying 被引量:1
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作者 Xinsheng Wang jingxin Wu Xiaoli Wang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2013年第2期296-302,共7页
The consensus problem of the distributed attitude synchronization in the spacecraft formation flying is considered.Firstly,the attitude dynamics of a rigid body spacecraft is described by modified Rodriguez parameters... The consensus problem of the distributed attitude synchronization in the spacecraft formation flying is considered.Firstly,the attitude dynamics of a rigid body spacecraft is described by modified Rodriguez parameters(MRPs).Then global stable distributed cooperative attitude control laws are proposed for different cases.In the first case,the control law guarantees the state consensus during the attitude synchronization.In the second case,the control law ensures both the attitudes synchronizing to a desired constant attitude and the angular velocities converging at zero.In the third case,an attitude consensus control law with bounded control input is proposed.Finally,the effectiveness and validity of the control laws are demonstrated by simulations of six rigid bodies formation flying. 展开更多
关键词 multi-spacecraft system modified Rodriguez parameter(MRP) attitude consensus distributed control.
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Consensus for Multi-agent Systems Under a Directed Graph
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作者 LYU Jian-Qiu WANG Hong-Qi 《指挥与控制学报》 2016年第3期208-212,共5页
关键词 多智能体系统 应用图论 稳定性理论 双积分
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中国结核病防治服务体系运行现状、问题与对策研究 被引量:2
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作者 刘巧 李忠奇 +1 位作者 竺丽梅 陆伟 《中国防痨杂志》 北大核心 2025年第5期559-568,共10页
结核病防治服务体系是实施结核病防治规划的主体。随着结核病疫情的变化和经济社会水平的发展,我国的结核病防治服务体系也在不断调整变化。21世纪以来,逐步形成了由结核病定点医疗机构负责结核病的诊断与治疗,疾病预防控制中心负责结... 结核病防治服务体系是实施结核病防治规划的主体。随着结核病疫情的变化和经济社会水平的发展,我国的结核病防治服务体系也在不断调整变化。21世纪以来,逐步形成了由结核病定点医疗机构负责结核病的诊断与治疗,疾病预防控制中心负责结核病防治工作规划、管理和评估,基层医疗卫生机构负责患者治疗过程中的随访管理的“三位一体”防治体系。“三位一体”的结核病防治服务体系建设虽然取得了较好效果,但也存在着政府主导不够、体系能力建设不足、经费投入欠缺和部门协同不畅等问题。本研究旨在分析我国结核病防治服务体系的运行现状、存在问题的基础上提出建议,以期进一步优化我国结核病防治服务体系,提高结核病防治工作的质量。 展开更多
关键词 结核 传染病控制 能力建设 总结性报告(主题)
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基于二跳邻居的分布式大规模混合多智能体系统一致性协议 被引量:1
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作者 谢光强 冯衍达 李杨 《计算机应用研究》 北大核心 2025年第8期2482-2489,共8页
分布式多智能体系统(MAS)一致性是实现协调控制的首要条件。多智能体一致性协议通常使用一跳邻域信息进行收敛,每个智能体仅通过有限的局部信息导致收敛速度缓慢。为解决上述问题提出了一种基于二跳邻居的分布式一致性协议。首先,提出... 分布式多智能体系统(MAS)一致性是实现协调控制的首要条件。多智能体一致性协议通常使用一跳邻域信息进行收敛,每个智能体仅通过有限的局部信息导致收敛速度缓慢。为解决上述问题提出了一种基于二跳邻居的分布式一致性协议。首先,提出方法综合一跳和二跳的邻域信息作为计算智能体的下一状态的基础,增强了智能体的决策能力;其次,提出了一种关键邻居选择方法,解决了收集二跳邻域信息可能导致的对计算效率和鲁棒性的影响;然后,设计了基于相对最近邻拓扑的约束集构造方法以增大约束集的范围。最后,通过引入凸包和实例分析,证明了该协议的连通性和收敛性,同时对多种类型的拓扑进行了大量的仿真实验。实验结果表明,该协议在各种拓扑下都具有优势,特别是在大规模高密度拓扑上。 展开更多
关键词 多智能体系统 二跳邻域 一致性 大规模混合拓扑 分布式控制
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支持拜占庭容错的分布式物联网访问控制机制 被引量:1
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作者 柴蓉 艾莉萍 +1 位作者 杨泞渝 梁承超 《通信学报》 北大核心 2025年第4期174-186,共13页
随着物联网的广泛应用,物联网设备承载的数据量迅速增长,数据访问需求显著增加。然而,物联网应用场景复杂多样、设备异构高混杂以及数据高度敏感等特性,给数据的高效管理与安全访问带来了严峻挑战。针对存在拜占庭节点的物联网场景,研... 随着物联网的广泛应用,物联网设备承载的数据量迅速增长,数据访问需求显著增加。然而,物联网应用场景复杂多样、设备异构高混杂以及数据高度敏感等特性,给数据的高效管理与安全访问带来了严峻挑战。针对存在拜占庭节点的物联网场景,研究物联网访问控制技术,提出了一种分层区块链网络架构,包括一个主集群及多个子集群。综合考虑物联网设备的算力及通信速率,定义节点性能度量以确定主集群节点,并基于系统吞吐量优化确定节点关联策略。基于所构建的分层区块链网络架构,设计数据访问控制智能合约,精确刻画访问控制策略的定义、更新、部署和撤销函数。为实现数据访问控制的高效可靠共识,综合考虑系统共识性能与复杂度,提出了一种改进的Paxos-Hotstuff分层共识算法,由主集群节点执行改进式Paxos算法,子集群节点执行Hotstuff算法。仿真结果验证了所提算法的有效性。 展开更多
关键词 物联网 访问控制 区块链 共识算法 拜占庭容错 智能合约
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基于多智能体系统一致性的多永磁同步电机转速协同控制方法 被引量:1
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作者 侯利民 赵世杰 +3 位作者 兰骁儒 李政龙 任一夫 张品佳 《中国电机工程学报》 北大核心 2025年第10期4034-4045,I0039,共13页
针对当前多电机转速协同控制采用耦合结构存在灵活性差、可靠性低和结构复杂等问题,该文提出一种基于多智能体系统一致性的多永磁同步电机转速协同控制方法。首先,将单电机矢量控制系统视作智能体,并利用无向通信网络与邻居智能体实现... 针对当前多电机转速协同控制采用耦合结构存在灵活性差、可靠性低和结构复杂等问题,该文提出一种基于多智能体系统一致性的多永磁同步电机转速协同控制方法。首先,将单电机矢量控制系统视作智能体,并利用无向通信网络与邻居智能体实现信息交互,故可以将多电机转速协同控制问题转化为多智能体系统一致性问题。通过设计一致性协议保证一致性误差在固定时间内收敛,利用设计的自适应扰动观测器估计系统中的未知扰动并前馈补偿到一致性协议中,从而得到期望的q轴电流。然后,基于超螺旋算法设计固定时间终端滑模电流控制器。最后,通过实验结果验证该方法的有效性和可行性,与偏差耦合控制进行对比可知,所提方法具有良好的协同控制性能。 展开更多
关键词 多永磁同步电机 耦合控制 多智能体系统 一致性协议 终端滑模电流控制器
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提升指南及共识质量,促进影像医学高质量发展
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作者 吕晗 王悍 +6 位作者 刘军 刘辉 罗旭飞 周奇 陈耀龙 王振常 STAR影像医学专科委员会 《放射学实践》 北大核心 2025年第2期137-140,共4页
正确理解、制订和评价临床实践指南(以下简称“指南”)及专家共识(以下简称“共识”)是现代医学高质量发展的关键。近年来,我国影像医学领域指南及共识的制订数量逐年快速增长,为影像医学领域的高质量发展贡献了巨大力量。鉴于高质量的... 正确理解、制订和评价临床实践指南(以下简称“指南”)及专家共识(以下简称“共识”)是现代医学高质量发展的关键。近年来,我国影像医学领域指南及共识的制订数量逐年快速增长,为影像医学领域的高质量发展贡献了巨大力量。鉴于高质量的指南及共识有助于指导和规范临床诊疗行为、提高患者收益,行业需在关注数量的同时,更关注其质量。积极推进指南及共识的质量评价与提升,将更有力地推进影像学科的高质量发展。 展开更多
关键词 临床指南 专家共识 影像医学 质量控制和改进
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