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基于RCTLS-ADMM的UWB巷道内掘进机定位方法
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作者 李之奇 刘振宇 《电子测量技术》 北大核心 2025年第12期99-107,共9页
煤矿巷道内智能化综掘是全球煤炭开采领域重要的研究方向,对于实现深层煤矿安全高效开采具有重要意义。悬臂式掘进机作为井下综掘的核心装备,其关键节点精准定位是实现智能化综掘亟待解决的技术难题。针对现阶段掘进机定位精度较低和鲁... 煤矿巷道内智能化综掘是全球煤炭开采领域重要的研究方向,对于实现深层煤矿安全高效开采具有重要意义。悬臂式掘进机作为井下综掘的核心装备,其关键节点精准定位是实现智能化综掘亟待解决的技术难题。针对现阶段掘进机定位精度较低和鲁棒性差的问题,提出了正则化约束总体最小二乘法(RCTLS)和交替方向乘子法(ADMM)融合的到达时间差(TDOA)定位算法,构建了基于超宽带(UWB)技术的巷道内掘进机定位系统。考虑解析类TDOA算法容易受到测距误差的影响陷入局部最优解,提出将解析算法闭式解作为ADMM初值,利用双辅助变量对目标函数进行迭代实现掘进机核心节点定位。试验结果表明,在UWB基站和标签测距误差较大时,RCTLS-ADMM在狭长空间将X轴、Y轴和Z轴定位平均误差分别从0.159 m、0.154 m和0.167 m降低到0.139 m、0.133 m和0.141 m,定位精度分别提高了12.57%、13.64%和15.57%。提出的巷道内掘进机定位策略为实现掘进机自主导控提供了重要参数,具有实际应用价值。 展开更多
关键词 UWB TDOA 交替方向乘子法 rctls 智能化掘进 定位算法 鲁棒性
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RCTLS图像恢复中局部线化的优化算法以及正则化参数的自适应选择 被引量:2
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作者 周杰 陈明 陈武凡 《计算机学报》 EI CSCD 北大核心 1998年第S1期341-346,共6页
关于模糊图像的恢复问题,可采用DFT域中的正则化约束总体最小二乘法(RCTLS)有效地加以解决.该方法的实现是对非凸函数进行求解,尽管采取了一些经典优化迭代算法,仍难以获得高质量的恢复图像,并需要较多的机时.为此,本文对DFT... 关于模糊图像的恢复问题,可采用DFT域中的正则化约束总体最小二乘法(RCTLS)有效地加以解决.该方法的实现是对非凸函数进行求解,尽管采取了一些经典优化迭代算法,仍难以获得高质量的恢复图像,并需要较多的机时.为此,本文对DFT域中的RCTLS算法提出两个具有创新性的解决方案:首先提出了局部线化优化算法进行求解;在此基础上,我们还对正则化参数进行自适应选择,以进一步提高恢复图像的质量.实验证明,采用局部线化方法可以成倍地提高计算速度,明显改善了图像恢复质量;同时,对正则化参数进行了自适应选代选择不仅提高了工作效率,并且能使恢复图像的质量得到进一步改善. 展开更多
关键词 正则化约束总体最小二乘法(rctls) 局部线化方法 正则化参数 自适应选择
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A robust TDOA-based location method and its performance analysis 被引量:26
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作者 LI WanChun WEI Ping XIAO XianCi 《Science in China(Series F)》 2009年第5期876-882,共7页
Based on time difference of arrive (TDOA), the regularized constrained total least square (RCTLS) algorithm for passive location is presented in this paper. RCLTS is used to solve the location equations by transfo... Based on time difference of arrive (TDOA), the regularized constrained total least square (RCTLS) algorithm for passive location is presented in this paper. RCLTS is used to solve the location equations by transforming the nonlinear equations about TDOA into linear equations about parameters of the position and range and expanding the true TDOA in a first-order Taylor series about measurement TDOA. A proper weight is chosen by the least mean square error (MSE) rule to obtain the location solution through analyzing the location error, whose feasibility and effectiveness are well proved by computer simulations. The CRB and GDOP for TDOA-based location are given. 展开更多
关键词 TDOA-based location rctls performance analysis
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Potent and conditional redirected T cell killing of tumor cells using Half DVD-Ig 被引量:1
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作者 Philip D. Bardwelll Matthew M. Staron +15 位作者 Junjian Liu Qingfeng Tao Susanne scesney Gail Bukofzer Luis E. Rodriguez Chee-Ho Choi Jennifer Wang Qing Chang Feng Dong Cherrie Donawho Jieyi Wang Christine M. Grinnell Edit Tarcsa Charles Hutchins Tariq Ghayur Jijie Gu 《Protein & Cell》 SCIE CAS CSCD 2018年第1期121-129,共9页
Novel biologics that redirect cytotoxic T lymphocytes (CTLs) to kill tumor cells bearing a tumor associated antigen hold great promise in the clinic. However, the ability to safely and potently target CD3 on CTL tow... Novel biologics that redirect cytotoxic T lymphocytes (CTLs) to kill tumor cells bearing a tumor associated antigen hold great promise in the clinic. However, the ability to safely and potently target CD3 on CTL toward tumor associated antigens (TAA) expressed on tumor cells remains a challenge of both technology and biol- ogy. Herein we describe the use of a Half DVD-Ig format that can redirect CTL to kill tumor cells. Notably, Half DVD-Ig molecules that are monovalent for each speci- ficity demonstrated reduced non-specific CTL activation and conditional CTL activation upon binding to TAA compared to intact tetravalent DVD-Ig molecules that are bivalent for each specificity, while maintaining good drug like properties and appropriate PK properties. 展开更多
关键词 DVD-Ig Half DVD-Ig Halt'body epidermal growth factor receptor redirected T-cell cytotoxicity rCTL
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