We consider a parallel decentralized detection system employing a bank of local detectors(LDs)to access a commonly-observed phenomenon.The system makes a binary decision about the phenomenon,accepting one of two hypot...We consider a parallel decentralized detection system employing a bank of local detectors(LDs)to access a commonly-observed phenomenon.The system makes a binary decision about the phenomenon,accepting one of two hypotheses(H_(0)("absent")or H_(1)("present")).The kth LD uses a local decision rule to compress its local observations yk into a binary local decision uk;uk=0 if the kth LD accepts H_(0)and uk=1 if it accepts H_(1).The kth LD sends its decision uk over a noiseless dedicated channel to a Data Fusion Center(DFC).The DFC combines the local decisions it receives from n LDs(u_(1),u_(2),...,u_(n))into a single binary global decision u_(0)(u_(0)=0 for accepting H_(0)or u_(0)=1 for accepting H_(1)).If each LD uses a single deterministic local decision rule(calculating uk from the local observations yk)and the DFC uses a single deterministic global decision rule(calculating u_(0)from the n local decisions),the team receiver operating characteristic(ROC)curve is in general non-concave.The system's performance under a Neyman-Pearson criterion may then be suboptimal in the sense that a mixed strategy may yield a higher probability of detection when the probability of false alarm is constrained not to exceed a certain value,α>0.Specifically,a"dependent randomization"detection scheme can be applied in certain circumstances to improve the system's performance by making the ROC curve concave.This scheme requires a coordinated and synchronized action between the DFC and the LDs.In this study,we specify when dependent randomization is needed,and discuss the proper response of the detection system if synchronization between the LDs and the DFC is temporarily lost.展开更多
对比分析各种谐波电流检测方法的基础上,提出一种基于瞬时无功功率理论的谐波电流检测方法及实现方法,详细分析了谐波电流的检测算法和数字锁相环的设计实现。最后,利用MATLAB/Simulink对所提出检测方法进行了仿真验证,并设计了一台基于...对比分析各种谐波电流检测方法的基础上,提出一种基于瞬时无功功率理论的谐波电流检测方法及实现方法,详细分析了谐波电流的检测算法和数字锁相环的设计实现。最后,利用MATLAB/Simulink对所提出检测方法进行了仿真验证,并设计了一台基于DSP(Digital Signal Processor数字信号处理器)的实验样机。仿真和样机实验结果证明了所提方法的可行性和正确性。展开更多
Compilation of parallel loops is one of the most important parts in parallel compilation and optimization. This paper mainly discusses the key techniques during the compilation implementation of parallel loops, based ...Compilation of parallel loops is one of the most important parts in parallel compilation and optimization. This paper mainly discusses the key techniques during the compilation implementation of parallel loops, based on the uniform partition schemes. It includes techniques in local array index generating, loop space reconstructing, communication detecting and organizing and data dependence disposing. The efficiency of this implementation has been proved by lots of experiments. The p_HPF compiler which adopts this compiling framework can obtain good speedups and efficiencies. The compiler has been applied in many fields, particularly the field of petroleum exploration.展开更多
文摘We consider a parallel decentralized detection system employing a bank of local detectors(LDs)to access a commonly-observed phenomenon.The system makes a binary decision about the phenomenon,accepting one of two hypotheses(H_(0)("absent")or H_(1)("present")).The kth LD uses a local decision rule to compress its local observations yk into a binary local decision uk;uk=0 if the kth LD accepts H_(0)and uk=1 if it accepts H_(1).The kth LD sends its decision uk over a noiseless dedicated channel to a Data Fusion Center(DFC).The DFC combines the local decisions it receives from n LDs(u_(1),u_(2),...,u_(n))into a single binary global decision u_(0)(u_(0)=0 for accepting H_(0)or u_(0)=1 for accepting H_(1)).If each LD uses a single deterministic local decision rule(calculating uk from the local observations yk)and the DFC uses a single deterministic global decision rule(calculating u_(0)from the n local decisions),the team receiver operating characteristic(ROC)curve is in general non-concave.The system's performance under a Neyman-Pearson criterion may then be suboptimal in the sense that a mixed strategy may yield a higher probability of detection when the probability of false alarm is constrained not to exceed a certain value,α>0.Specifically,a"dependent randomization"detection scheme can be applied in certain circumstances to improve the system's performance by making the ROC curve concave.This scheme requires a coordinated and synchronized action between the DFC and the LDs.In this study,we specify when dependent randomization is needed,and discuss the proper response of the detection system if synchronization between the LDs and the DFC is temporarily lost.
文摘对比分析各种谐波电流检测方法的基础上,提出一种基于瞬时无功功率理论的谐波电流检测方法及实现方法,详细分析了谐波电流的检测算法和数字锁相环的设计实现。最后,利用MATLAB/Simulink对所提出检测方法进行了仿真验证,并设计了一台基于DSP(Digital Signal Processor数字信号处理器)的实验样机。仿真和样机实验结果证明了所提方法的可行性和正确性。
文摘Compilation of parallel loops is one of the most important parts in parallel compilation and optimization. This paper mainly discusses the key techniques during the compilation implementation of parallel loops, based on the uniform partition schemes. It includes techniques in local array index generating, loop space reconstructing, communication detecting and organizing and data dependence disposing. The efficiency of this implementation has been proved by lots of experiments. The p_HPF compiler which adopts this compiling framework can obtain good speedups and efficiencies. The compiler has been applied in many fields, particularly the field of petroleum exploration.
