The position control problem of differential-driven automated guided vehicles(AGVs)based on the prescribed-time control method is studied.First,an innovative orientation error function is proposed by an auxiliary arcs...The position control problem of differential-driven automated guided vehicles(AGVs)based on the prescribed-time control method is studied.First,an innovative orientation error function is proposed by an auxiliary arcsine function about the orientation angle.Thus,the problem of position control of AGV is transformed into the stabilisation control of the kinematic system.Second,by introducing a reserved time parameter and a smooth switching function,a novel time-varying scaling function is proposed.This novel scaling function avoids the risk of infinite gain in the conventional prescribed-time control method while ensuring the smoothness of control laws.Then,an improved velocity constraint function is proposed using the Gaussian function.Compared with the existing constraint function,the proposed method not only has more smoothness but also solves the balance point errors caused by the large AGV orientation errors.The presented method ensures that the AGV reaches the target position in a prescribed time.Hence,the upper bound of the AGV system state can be determined by adjusting parameters.Matlab simulation results show that the proposed controller can effectively make the AGV system state satisfy the prescribed bound.展开更多
Various sizes and shapes of Mn_(3)O_(4) nanocrystals have been prepared in a one-pot synthesis in extremely dilute solution by soft template self-assembly. To better control size and shape, the effects of varying the ...Various sizes and shapes of Mn_(3)O_(4) nanocrystals have been prepared in a one-pot synthesis in extremely dilute solution by soft template self-assembly. To better control size and shape, the effects of varying the growth time, reaction temperature, surfactant, and manganese source were examined. The average size of octahedral Mn_(3)O_(4) crystallites was found to be related to the reaction time, while higher reaction temperature (150 °C) and the use of a cetyltrimethylammonium bromide/poly(vinylpyrrolidone) (CTAB/PVP) mixture allowed construction of a better-defined octahedral morphologies. When PVP or poly(ethylene oxide)-poly(propylene oxide) (P123) was used as template, large-scale agglomeration resulting in loss of the octahedral morphology occurred and crystallites with a quasi-spherical shape were obtained. The nano-octahedral crystallites were shown to be an efficient catalyst for the oxidation of methylene blue.展开更多
We report that a solo single-guide RNA (sgRNA) seed is capable of guiding Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR)/CRISPR -associated 9 (CRISRP/Casg) to simultaneously edit multiple gen...We report that a solo single-guide RNA (sgRNA) seed is capable of guiding Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR)/CRISPR -associated 9 (CRISRP/Casg) to simultaneously edit multiple genes AtRPL10A, AtRPL10B and AtRPL10C in Arabidopsis. Our results also demonstrate that it is possible to use CRISPR/Cas9 technology to create AtRPLlo triple mutants which otherwise cannot be generated by conventional genetic crossing. Compared to other conventional multiplex CRISPR/Cas systems, a single sgRNA seed has the advantage of reducing off-target gene-editing. Such a gene editing system might be also applicable to modify other homologous genes, or even less-homologous sequences for multiple gene-editing in plants and other organisms.展开更多
Purpose–The purpose of this paper aims to model interaction relationship of traffic agents for motion prediction,which is critical for autonomous driving.It is obvious that traffic agents’trajectories are influenced...Purpose–The purpose of this paper aims to model interaction relationship of traffic agents for motion prediction,which is critical for autonomous driving.It is obvious that traffic agents’trajectories are influenced by physical lane rules and agents’social interactions.Design/methodology/approach–In this paper,the authors propose the social relation and physical lane aggregator for multimodal motion prediction,where the social relations of agents are mainly captured with graph convolutional networks and self-attention mechanism and then fused with the physical lane via the self-attention mechanism.Findings–The proposed methods are evaluated on the Waymo Open Motion Dataset,and the results show the effectiveness of the proposed two feature aggregation modules for trajectory prediction.Originality/value–This paper proposes a new design method to extract traffic interactions,and the attention mechanism is used in each part of the model to extract and fuse different relational features,which is different from other methods and improves the accuracy of the LSTM-based trajectory prediction method.展开更多
This study investigates the integral line of sight(ILOS)path‐following control problem of surface vehicles whose dynamics feature external disturbances,model uncertainties,and actuator dead zones.First,introducing th...This study investigates the integral line of sight(ILOS)path‐following control problem of surface vehicles whose dynamics feature external disturbances,model uncertainties,and actuator dead zones.First,introducing the ILOS guidance law,the path‐following control problem is converted to stabilising a 2nd order nonlinear system.Subsequently,the fixed‐time observer is designed to estimate and compensate for the uncertainties and unknown external disturbances while overcoming the actuator dead zones.Finally,the trajectory tracking control strategy is designed based on the fixed‐time observer.Numerical ex-amples are given to illustrate the effectiveness of the proposed approaches.展开更多
基金supported by the Scientific Research Fund of the Zhejiang Provincial Education Department under Grants No.Y202146005 and No.Y202248462the General Scientific Project of Huzhou University under Grant No.2021XJKJ04+1 种基金the Huzhou University Scientific Research Innovation Project under Grant No.2022KYCX58,the Zhejiang Province New Young Talent Plan Project in 2022 under Grant No.2022R431B021the Zhejiang Provincial Education Department General Research Project in 2022 under Grant No.Y202250212.
文摘The position control problem of differential-driven automated guided vehicles(AGVs)based on the prescribed-time control method is studied.First,an innovative orientation error function is proposed by an auxiliary arcsine function about the orientation angle.Thus,the problem of position control of AGV is transformed into the stabilisation control of the kinematic system.Second,by introducing a reserved time parameter and a smooth switching function,a novel time-varying scaling function is proposed.This novel scaling function avoids the risk of infinite gain in the conventional prescribed-time control method while ensuring the smoothness of control laws.Then,an improved velocity constraint function is proposed using the Gaussian function.Compared with the existing constraint function,the proposed method not only has more smoothness but also solves the balance point errors caused by the large AGV orientation errors.The presented method ensures that the AGV reaches the target position in a prescribed time.Hence,the upper bound of the AGV system state can be determined by adjusting parameters.Matlab simulation results show that the proposed controller can effectively make the AGV system state satisfy the prescribed bound.
基金This work was financially supported by the Chinese Ministry of Science and Technology(Project Nos.2006BAE02B05 and 2005CB221406).
文摘Various sizes and shapes of Mn_(3)O_(4) nanocrystals have been prepared in a one-pot synthesis in extremely dilute solution by soft template self-assembly. To better control size and shape, the effects of varying the growth time, reaction temperature, surfactant, and manganese source were examined. The average size of octahedral Mn_(3)O_(4) crystallites was found to be related to the reaction time, while higher reaction temperature (150 °C) and the use of a cetyltrimethylammonium bromide/poly(vinylpyrrolidone) (CTAB/PVP) mixture allowed construction of a better-defined octahedral morphologies. When PVP or poly(ethylene oxide)-poly(propylene oxide) (P123) was used as template, large-scale agglomeration resulting in loss of the octahedral morphology occurred and crystallites with a quasi-spherical shape were obtained. The nano-octahedral crystallites were shown to be an efficient catalyst for the oxidation of methylene blue.
基金supported by grants from the National Science Foundation of China(NSFC,31200913)the Ministry of Agriculture of the People’s Republic of China National Transgenic Program(2016ZX08009001-004)+2 种基金the China Scholarship Council(201709645003)NSFC(31370180,31601765)the Zhejiang Provincial Natural Science Foundation(LY15C140006,LY14C010005)
文摘We report that a solo single-guide RNA (sgRNA) seed is capable of guiding Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR)/CRISPR -associated 9 (CRISRP/Casg) to simultaneously edit multiple genes AtRPL10A, AtRPL10B and AtRPL10C in Arabidopsis. Our results also demonstrate that it is possible to use CRISPR/Cas9 technology to create AtRPLlo triple mutants which otherwise cannot be generated by conventional genetic crossing. Compared to other conventional multiplex CRISPR/Cas systems, a single sgRNA seed has the advantage of reducing off-target gene-editing. Such a gene editing system might be also applicable to modify other homologous genes, or even less-homologous sequences for multiple gene-editing in plants and other organisms.
基金financially supported by the National Natural Science Foundation of China(22072185,21872176,21805315,and 12072381)the Pearl River Talents Program(2017GC010671)the Natural Science Foundation of Guangdong Province(2018A030310062 and 2019A1515012030)。
基金Chinese Guangdong’s S&T project 2019B1515120030National Natural Science Foundation of China under Grant 61876011.
文摘Purpose–The purpose of this paper aims to model interaction relationship of traffic agents for motion prediction,which is critical for autonomous driving.It is obvious that traffic agents’trajectories are influenced by physical lane rules and agents’social interactions.Design/methodology/approach–In this paper,the authors propose the social relation and physical lane aggregator for multimodal motion prediction,where the social relations of agents are mainly captured with graph convolutional networks and self-attention mechanism and then fused with the physical lane via the self-attention mechanism.Findings–The proposed methods are evaluated on the Waymo Open Motion Dataset,and the results show the effectiveness of the proposed two feature aggregation modules for trajectory prediction.Originality/value–This paper proposes a new design method to extract traffic interactions,and the attention mechanism is used in each part of the model to extract and fuse different relational features,which is different from other methods and improves the accuracy of the LSTM-based trajectory prediction method.
基金National Natural Science Foundation of China,Grant/Award Number:11705122Scientific Research Fund of Zhejiang Provincial Education Department,Grant/Award Number:Y202146005+2 种基金General Scientific Project of Huzhou University,Grant/Award Number:2021XJKJ04Sichuan Science and Technology Program of China,Grant/Award Number:2020YFH0124Zigong Key Science and Technology Project of China,Grant/Award Number:2020YGJC01。
文摘This study investigates the integral line of sight(ILOS)path‐following control problem of surface vehicles whose dynamics feature external disturbances,model uncertainties,and actuator dead zones.First,introducing the ILOS guidance law,the path‐following control problem is converted to stabilising a 2nd order nonlinear system.Subsequently,the fixed‐time observer is designed to estimate and compensate for the uncertainties and unknown external disturbances while overcoming the actuator dead zones.Finally,the trajectory tracking control strategy is designed based on the fixed‐time observer.Numerical ex-amples are given to illustrate the effectiveness of the proposed approaches.