G-DINA(the generalizeddeterministic input,noisy and gate)模型限制条件少,应用范围广,满足大量心理与教育评估测验数据的要求。研究提出一种适用于G-DINA等模型的同时标定新题Q矩阵与项目参数的认知诊断计算机化自适应测验(CD-CAT)...G-DINA(the generalizeddeterministic input,noisy and gate)模型限制条件少,应用范围广,满足大量心理与教育评估测验数据的要求。研究提出一种适用于G-DINA等模型的同时标定新题Q矩阵与项目参数的认知诊断计算机化自适应测验(CD-CAT)在线标定新方法SCADOCM,以期促进CD-CAT在实践中的推广与应用。本研究分别基于模拟题库以及真实题库进行研究,结果表明:相比传统的SIE方法,SCADOCM在各实验条件下均具有较为理想的标定精度与标定效率,应用前景较好;SIE方法不适用于饱和的G-DINA等模型,其各实验条件下的Q矩阵标定精度均较低。展开更多
阵元失效下多输入多输出(Multiple-Input Multiple-Output,MIMO)雷达虚拟阵列协方差矩阵出现大批整行整列元素缺失,破坏原有内在完整结构,导致波达方向(Direction of Arrival,DOA)估计性能下降。为此,提出一种联合核范数和SCAD(Smoothly...阵元失效下多输入多输出(Multiple-Input Multiple-Output,MIMO)雷达虚拟阵列协方差矩阵出现大批整行整列元素缺失,破坏原有内在完整结构,导致波达方向(Direction of Arrival,DOA)估计性能下降。为此,提出一种联合核范数和SCAD(Smoothly Clipped Absolute Deviation)惩罚的完整协方差矩阵重构方法,以利于阵元失效下MIMO雷达DOA的有效估计。首先对待恢复的协方差矩阵建立核范数和SCAD惩罚双先验约束模型,并利用等正弦空间稀疏化方式划分粗网格空间,在可容忍的模型误差内能大大降低运算复杂度;然后利用ALM-ADMM(Augmented Lagrange Multipliers-Alternating Direction Method of Multipliers)算法对双先验约束模型进行求解,从而恢复协方差矩阵中大量整行整列的缺失数据;最后通过RD-ESPRIT(Reduced Dimensional ESPRIT)算法进行目标DOA估计。仿真结果验证该方法能快速恢复虚拟协方差矩阵中的缺失数据,从而有效提高阵元失效下MIMO雷达的DOA估计性能。展开更多
The shrimp beam trawl fishery in the northern South China Sea is characterized by high by-catch and poor selectivity problems.Among by-catch species,banded scad(Caranx(Atule)kalla)is economically the most important on...The shrimp beam trawl fishery in the northern South China Sea is characterized by high by-catch and poor selectivity problems.Among by-catch species,banded scad(Caranx(Atule)kalla)is economically the most important one.The aim of this study is to improve the selective properties of codends for banded scad.Size selectivity of 2 traditional diamond mesh codends,with mesh size 25 and 30 mm(defined as D25 and D30,respectively),and 4 new combined square and diamond mesh codends,with25 mm square-mesh and 25 mm diamond-mesh(S25+D25),30 mm square-mesh and 25 mm diamondmesh(S30+D25),35 mm square-mesh and 25 mm diamond-mesh(S35+D25),and 35 mm square-mesh and18 mm diamond-mesh(S35+D18),were tested for banded scad in shrimp beam trawl fishery of the South China Sea.A total of 54 valid hauls were finished using the covered codend method,and 5750 banded scad were caught.Selective parameters were obtained using the logistic equation with the maximum likelihood method,by incorporating the between-haul variation.The results show that the present minimum mesh size for shrimp beam trawl in the South China Sea,25-mm diamond mesh size,is insufficient to release immature banded scad.The S35+D25 codend is proved to be the most eff ective codend to release immature banded scad,and its 50%retention length(L _(50))is larger than the minimum landing size(MLS=63.5 mm)of banded scad.However,the 95%confidence intervals of L _(50) overlap among the three combined mesh codends,the S25+D25,S30+D25 and S35+D25 codend.For a sustainable exploitation of banded scad,larger mesh sizes are suggested to be investigated for the combined mesh codends.展开更多
文摘G-DINA(the generalizeddeterministic input,noisy and gate)模型限制条件少,应用范围广,满足大量心理与教育评估测验数据的要求。研究提出一种适用于G-DINA等模型的同时标定新题Q矩阵与项目参数的认知诊断计算机化自适应测验(CD-CAT)在线标定新方法SCADOCM,以期促进CD-CAT在实践中的推广与应用。本研究分别基于模拟题库以及真实题库进行研究,结果表明:相比传统的SIE方法,SCADOCM在各实验条件下均具有较为理想的标定精度与标定效率,应用前景较好;SIE方法不适用于饱和的G-DINA等模型,其各实验条件下的Q矩阵标定精度均较低。
文摘阵元失效下多输入多输出(Multiple-Input Multiple-Output,MIMO)雷达虚拟阵列协方差矩阵出现大批整行整列元素缺失,破坏原有内在完整结构,导致波达方向(Direction of Arrival,DOA)估计性能下降。为此,提出一种联合核范数和SCAD(Smoothly Clipped Absolute Deviation)惩罚的完整协方差矩阵重构方法,以利于阵元失效下MIMO雷达DOA的有效估计。首先对待恢复的协方差矩阵建立核范数和SCAD惩罚双先验约束模型,并利用等正弦空间稀疏化方式划分粗网格空间,在可容忍的模型误差内能大大降低运算复杂度;然后利用ALM-ADMM(Augmented Lagrange Multipliers-Alternating Direction Method of Multipliers)算法对双先验约束模型进行求解,从而恢复协方差矩阵中大量整行整列的缺失数据;最后通过RD-ESPRIT(Reduced Dimensional ESPRIT)算法进行目标DOA估计。仿真结果验证该方法能快速恢复虚拟协方差矩阵中的缺失数据,从而有效提高阵元失效下MIMO雷达的DOA估计性能。
基金Supported by the Special Fund for Agro-scientific Research in the Public Interest(No.201203018)
文摘The shrimp beam trawl fishery in the northern South China Sea is characterized by high by-catch and poor selectivity problems.Among by-catch species,banded scad(Caranx(Atule)kalla)is economically the most important one.The aim of this study is to improve the selective properties of codends for banded scad.Size selectivity of 2 traditional diamond mesh codends,with mesh size 25 and 30 mm(defined as D25 and D30,respectively),and 4 new combined square and diamond mesh codends,with25 mm square-mesh and 25 mm diamond-mesh(S25+D25),30 mm square-mesh and 25 mm diamondmesh(S30+D25),35 mm square-mesh and 25 mm diamond-mesh(S35+D25),and 35 mm square-mesh and18 mm diamond-mesh(S35+D18),were tested for banded scad in shrimp beam trawl fishery of the South China Sea.A total of 54 valid hauls were finished using the covered codend method,and 5750 banded scad were caught.Selective parameters were obtained using the logistic equation with the maximum likelihood method,by incorporating the between-haul variation.The results show that the present minimum mesh size for shrimp beam trawl in the South China Sea,25-mm diamond mesh size,is insufficient to release immature banded scad.The S35+D25 codend is proved to be the most eff ective codend to release immature banded scad,and its 50%retention length(L _(50))is larger than the minimum landing size(MLS=63.5 mm)of banded scad.However,the 95%confidence intervals of L _(50) overlap among the three combined mesh codends,the S25+D25,S30+D25 and S35+D25 codend.For a sustainable exploitation of banded scad,larger mesh sizes are suggested to be investigated for the combined mesh codends.
