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Cooperative Perception Optimization Based on Self-Checking Machine Learning
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作者 Haoxiang Sun Changxing Chen +1 位作者 Yunfei Ling Mu Yang 《Computers, Materials & Continua》 SCIE EI 2020年第2期747-761,共15页
In the process of spectrum perception,in order to realize accurate perception of the channel state,the method of multi-node cooperative perception can usually be used.However,the first problem to be considered is how ... In the process of spectrum perception,in order to realize accurate perception of the channel state,the method of multi-node cooperative perception can usually be used.However,the first problem to be considered is how to complete information fusion and obtain more accurate and reliable judgment results based on multi-node perception results.The ideas put forward in this paper are as follows:firstly,the perceived results of each node are obtained on the premise of limiting detection probability and false alarm probability.Then,on the one hand,the weighted fusion criterion of decision-making weight optimization of each node is realized based on a genetic algorithm,and the useless nodes also can be screened out to reduce energy loss;on the other hand,through the linear fitting ability of RBF neural network,the self-inspection of the perceptive nodes can be realized to ensure the normal operation of the perceptive work of each node.What's more,the real-time training data can be obtained by spectral segmentation technology to ensure the real-time accuracy of the optimization results.Finally,the simulation results show that this method can effectively improve the accuracy and stability of channel perception results,optimize the structure of the cooperative network and reduce energy consumption. 展开更多
关键词 Spectrum sensing cooperative sensing genetic algorithm neural network fusion criteria self-checking
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Self-check过关测试
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《中学生英语(初一版)》 2007年第2期29-29,45,共2页
Ⅰ.根据汉语提示完成句子。1.He_____(有)a brother and a sister.2.I think China is an_____(有趣的)country.3.My f_____ movie is The Long Weekend.4.We are_____(中国人).
关键词 过关测试 self-check
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Step3 self-check过关测试题
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作者 王早红 《中学生英语(初一版)》 2007年第3期21-21,45,共1页
关键词 过关测试 Step3 self-check
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Step 3 self-check过关测试题
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作者 钟玉涛 《中学生英语(初一版)》 2007年第3期30-30,45,共1页
Ⅰ.短语翻译。1.玩电脑游戏_________ 2.看上去很酷________ 3.躺在沙滩上_________ 4.一个有趣的地方________ 5.一本《环球》杂志__________ 6.sound terrible_________ 7.on vacation___________ 8.wear scarf______ 9.play beach vo... Ⅰ.短语翻译。1.玩电脑游戏_________ 2.看上去很酷________ 3.躺在沙滩上_________ 4.一个有趣的地方________ 5.一本《环球》杂志__________ 6.sound terrible_________ 7.on vacation___________ 8.wear scarf______ 9.play beach volleyball________ 展开更多
关键词 过关测试 Step 3 self-check
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Step3 self-check过关测试题
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作者 刘向东 《中学生英语(初一版)》 2007年第3期12-12,45,共1页
Ⅰ.词汇。根据句意及首字母或汉语提示,完成单词。1.His grandmother is ill in h_________.
关键词 过关测试 Step3 self-check
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FAULT-TOLERANT PERFORMANCE OF DATA TRANSMISSION MODELS BASED ON REDUNDANT RESIDUE NUMBER SYSTEM
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作者 Yang Lieliang Li Chengshu Nie Tao(Institute of modern communications, Northern Jiaotong University, Beijing 100044) 《Journal of Electronics(China)》 1997年第2期140-147,共8页
Fault-tolerant data transmission models based on the redundant residue number system are proposed in this paper; they can transmit data correctly between two ends unless the residue errors exceed the error-correction ... Fault-tolerant data transmission models based on the redundant residue number system are proposed in this paper; they can transmit data correctly between two ends unless the residue errors exceed the error-correction capability. The expressions for the probability of error are presented when the channel noise is additive Gaussian noise and each branch is M-ary orthogonal signaling modulation. The expressions of the probabilities of undetected and uncorrected error are also obtained when the redundant residue number system are single error-checking and single error-correcting model, respectively. 展开更多
关键词 RESIDUE NUMBER SYSTEM REDUNDANT RESIDUE NUMBER SYSTEM FAULT-TOLERANT self-checking Error-detection ERROR-CORRECTION
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Non-Intrusive Design of Self-Checking FSM Based on Convolutional Codes
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作者 李明 徐拾义 +3 位作者 万发雨 辜建伟 彭明明 姜竞赛 《Tsinghua Science and Technology》 SCIE EI CAS 2007年第S1期73-77,共5页
A non-intrusive design of self-checking finite state machines (FSMs) in VLSI circuits was investigated using convolutional codes. We propose a novel scheme which cannot only detect but also correct errors occurred in ... A non-intrusive design of self-checking finite state machines (FSMs) in VLSI circuits was investigated using convolutional codes. We propose a novel scheme which cannot only detect but also correct errors occurred in FSM states. The error state will be corrected and sent back to the FSM, so that the concurrent error in the current state is detected and corrected immediately. Moreover, we realize the IP core of the self-checking module by SMIC 0.25-μm CMOS technology and also simulate its function in FPGA. 展开更多
关键词 self-checking finite state machines (FSMs) convolutional codes error-detection
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