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基于变动窗口和移动序列的基因识别算法
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作者 周朝栋 张有全 +1 位作者 许竞文 刘梦思 《基因组学与应用生物学》 CAS CSCD 北大核心 2017年第6期2380-2386,共7页
采用信号处理技术来识别DNA碱基序列中的基因片段的方法,已经成为一种重要的基因识别途径,重新编码的DNA序列存在大量噪声信息,使得目前很多识别算法无法准确的识别外显子片段的起始位置。本研究通过对"固定长度滑动窗口-频谱曲线... 采用信号处理技术来识别DNA碱基序列中的基因片段的方法,已经成为一种重要的基因识别途径,重新编码的DNA序列存在大量噪声信息,使得目前很多识别算法无法准确的识别外显子片段的起始位置。本研究通过对"固定长度滑动窗口-频谱曲线法"和"移动序列-信噪比法"的实现与改进,提出了一种基于变动窗口和移动序列的基因识别算法。首先,对已有基因识别算法进行编程实现;采用小波分析对识别结果进行消噪处理;探讨识别最优固定长度M的选择,提出基于变动窗口和移动序列的基因预测模型,并编程实现。最后使用该模型对已有基因序列进行识别,其识别准确度达到77.57%。 展开更多
关键词 变动窗口 移动序列 基因识别 小波分析
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Local changes in snow depth dominate the evolving pattern of elevation-dependent warming on the Tibetan Plateau 被引量:9
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作者 Donglin Guo Nick Pepin +2 位作者 Kun Yang Jianqi Sun Duo Li 《Science Bulletin》 SCIE EI CSCD 2021年第11期1146-1150,M0004,共6页
Elevation-dependent warming(EDW),whereby warming rates are stratified by elevation,may increase the threat to the life-supporting solid water reservoir on the Tibetan Plateau.Previous studies have debated whether EDW ... Elevation-dependent warming(EDW),whereby warming rates are stratified by elevation,may increase the threat to the life-supporting solid water reservoir on the Tibetan Plateau.Previous studies have debated whether EDW exists and how it is driven.Using temperatures at 133 weather stations on the Tibetan Plateau during 17 different periods generated using a 30-year sliding window over 1973-2018,this study finds that the existence of EDW varies as the period moves forward,and critically it has become more severe over time.During the early part of the record with weaker regional warming,there were limited changes in snow depth and no EDW,but as time advances and regional warming intensifies,snow depth declines significantly at higher elevations,causing development of EDW.We conclude that enhanced regional warming has caused decreases in snow depth,largely controlling the pattern of EDW on the Tibetan Plateau.This may explain contrasting conclusions on EDW from previous studies which have used data for different periods,and our findings support enhanced EDW and more severe depletion of the Tibetan Plateau solid water reserves in a warmer future. 展开更多
关键词 Elevation-dependent warming Tibetan Plateau Climate warming Snow depth
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SYSTEMATIC DESIGN OF SINGLE CARRIER OVERLAP FREQUENCY DOMAIN EQUALIZATION 被引量:1
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作者 Wladimir BOCQUET Kazunori HAYASHI Hideaki SAKAI 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2010年第1期50-60,共11页
This paper proposes a systematic design method of overlap frequency domain equalization(FDE) for single carrier (SC) transmission without a guard interval (GI).Based on the analysis of signal-to-interference-plus-nois... This paper proposes a systematic design method of overlap frequency domain equalization(FDE) for single carrier (SC) transmission without a guard interval (GI).Based on the analysis of signal-to-interference-plus-noise ratio (SINR) of the equalizer output for each symbol,the authors adaptivelydetermine the block of the overlap FDE,where the block is defined as a set of symbols at the equalizeroutput with sufficiently low error rate,for a certain fixed sliding window size,which corresponds toa fast Fourier transform (FFT) window size.The proposed method takes advantage of the fact thatthe utility part of the equalized signal is localized around the center of the FFT window.In addition,the authors also propose to adjust the block size in order to control the computational complexity ofthe equalization per processed sample associating with the average bit error rate (BER) of the system.Simulation results show that the proposed scheme can achieve comparable BER performance to theconventional SC-FDE scheme with sufficient GI insertion for both the coded and uncoded cases withvarious modulation levels,while requiring lower computational complexity compared to the SC overlapFDE transmission with the fixed block. 展开更多
关键词 Overlap frequency domain equalization single carrier transmission SINR.
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