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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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ENHANCEMENT OF DAMPING PERFORMANCE OF POLYMERS BY FUNCTIONAL SMALL MOLECULES 被引量:9
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作者 吴驰飞 《Chinese Journal of Polymer Science》 SCIE CAS CSCD 2002年第2期119-127,共9页
The addition effects of organic small molecular substances N,N'-dicyclohexyl-benzothiazyl-2-sulfenamide (DZ) and 3,9-bis{1,1-dimethyl-2[beta-(3-tert-butyl-4-hydroxy-5-methylphenyl)propionyloxy]ethyl}-2,4,8,10-tetr... The addition effects of organic small molecular substances N,N'-dicyclohexyl-benzothiazyl-2-sulfenamide (DZ) and 3,9-bis{1,1-dimethyl-2[beta-(3-tert-butyl-4-hydroxy-5-methylphenyl)propionyloxy]ethyl}-2,4,8,10-tetraoxaspiro[5,5]-undecane (AO-80) on the dynamic mechanical properties of chlorinated polyethylene (CPE), chlorinated polypropylene (CPP), acrylate rubber (ACM) and their blends were investigated. In the case of compatible systems such as CPE/DZ and ACM/AO-80, the height of the loss tangent (tandelta) peak of a matrix polymer (CPE or ACM) increases, and its peak position shifts to a higher temperature with the addition of DZ or AO-80. By contrast, for incompatible CPE/AO-80, a novel transition appeared above the glass transition temperature of CPE. This additional transition was assigned to dissociation of the intermolecular hydrogen bond between the alpha-hydrogen of CPE and the hydroxyl groups of AO-80 within the AO-80-rich domain. This will provide a new concept for developing damping material. However, the minimum value between two tandelta peaks is lower. It was found that the temperature dependence of tandelta could be improved by adding chlorinated paraffin (CP) or ACM to CPE/AO-80. In addition, another ternary system of ACM/CPP with more AO-80 was found to be a very good self-adhesive damping material because of the appearance of a novel transition due to an interfacial layer of ACM/CPP. 展开更多
关键词 organic hybrid second-order transition DAMPING hydrogen bond self-restoration
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Spatial Planning of the Water Ecosystem with Resilience in the Small Town 被引量:1
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作者 WANG Lin WANG Jinxiang WANG Li 《Journal of Landscape Research》 2019年第3期118-122,共5页
The water ecosystem with self-restoration and self-regulation capabilities is the goal pursued by modern urban planning and construction. In this paper, GIS technology was employed to identify local characteristics, a... The water ecosystem with self-restoration and self-regulation capabilities is the goal pursued by modern urban planning and construction. In this paper, GIS technology was employed to identify local characteristics, and the present topography was used to optimize the landscape ecosystem and establish an ecological water network that coupled the water system with the ecosystem to enhance the ecological resilience of the water ecosystem. 展开更多
关键词 WATER self-restoration RESILIENCE
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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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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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以色列严重退化旱地长期恢复对土壤和植被的影响
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作者 Ilan STAVI Manuel PULIDO FERNáNDEZ Eli ARGAMAN 《Journal of Geographical Sciences》 SCIE CSCD 2023年第3期529-546,共18页
Land degradation affects extensive drylands around the world.Due to long-term misuse,the Israeli Sde Zin dryland site has faced severe degradation.The study objective was to assess the feasibility of passive restorati... Land degradation affects extensive drylands around the world.Due to long-term misuse,the Israeli Sde Zin dryland site has faced severe degradation.The study objective was to assess the feasibility of passive restoration in recovering the site.The study was conducted in four land-units along a preservation-degradation continuum:(1)an area that has not faced anthropogenic disturbances(Ecological land);(2)an area that was proclaimed as a national park in the 1970s(Rehabilitation);(3)an area that was prone,until recently,to moderate anthropogenic pressures(Triangle);and(4)a dirt road that was subjected to long-term off-road traffic(Dirtroad).Soil was sampled and analyzed for its properties.The soil physical quality followed the trend of Ecological land>Rehabilitation>Triangle>Dirtroad.Specifically,high soil salinity in the latter three land-units is attributed to long-term erosional processes that exposed the underlying salic horizons.Herbaceous and shrubby vegetation cover was also monitored.The herbaceous vegetation cover followed the trend of Ecological land(86.4%)>Rehabilitation(40.3%)>Triangle(26.2%)>Dirtroad(2.1%),while the shrubby cover was 2.8%in the Ecological land-unit,and practically zero in the other land-units.It seems that despite the effectiveness of passive restoration in recovering the soil’s physical properties,the recovery of vegetation is limited by the severe soil salinity. 展开更多
关键词 active rehabilitation ecosystem functions land-use change land degradation and desertification annual vs.perennial plants self-restoration
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