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一种基于高斯马尔可夫随机场模型的混合像元分解方法 被引量:3
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作者 詹锡兰 吴波 《福州大学学报(自然科学版)》 CAS CSCD 北大核心 2011年第1期60-66,共7页
传统的混合像元分解模型只考虑了光谱信息,而忽略了空间相关信息的利用.事实上遥感影像以及分解后获得的组分影像都具有空间自相关关系.本研究提出利用高斯马尔可夫随机场模型来描述组分空间相关的特性,构建一种综合利用影像光谱和空间... 传统的混合像元分解模型只考虑了光谱信息,而忽略了空间相关信息的利用.事实上遥感影像以及分解后获得的组分影像都具有空间自相关关系.本研究提出利用高斯马尔可夫随机场模型来描述组分空间相关的特性,构建一种综合利用影像光谱和空间信息的混合像元模型,以提高混合像元分解精度.利用模拟与真实的数据证实了本文方法的有效性,一定程度上能够改善混合像元的分解结果,特别是在噪声相对比较大的情形下分解精度较高,并且表现出良好的鲁棒性. 展开更多
关键词 遥感 混合像元分解 GMRF模型 组分空间相关
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Switching Between Antenna Subset Selection and Quasi-Orthogonal Space-Time Block Code in Presence of Correlation
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作者 闫正航 杨宇航 +1 位作者 马懋德 陆亿泷 《Journal of Shanghai Jiaotong university(Science)》 EI 2009年第6期651-658,共8页
We address the problem of adaptive modulation and coding scheme(AMCS) for a multi-input multioutput(MIMO) system in presence of time-varying transmitting correlation.Antenna subset selection and quasiorthogonal space-... We address the problem of adaptive modulation and coding scheme(AMCS) for a multi-input multioutput(MIMO) system in presence of time-varying transmitting correlation.Antenna subset selection and quasiorthogonal space-time block code(QOSTBC) have different error performances with different signal-to-noise ratios(SNRs) and in different spatial correlation scenarios.The error performance can be improved by selecting an appropriate transmission scheme to adapt to various channel conditions.The maximum distance criterion is the simplest and very effective algorithm for the antenna subset selection without needs of complex calculation and channel state information at transmitter(CSIT).The minimum error performance criteria and the simplified linear decision strategy are developed for constant transmission rate traffic to select the optimal transmission scheme.It can dramatically decrease algorithm complexity for obtaining error probability according to the known quantities comparing with using instant CSIT.Simulation results show that,remarkable performances including low SNR and weak spatial correlation at the expense of simple calculation and almost no bandwidth loss by adopting AMCS can be achieved.The proposed AMCS improves robustness of slowly varying spatial correlated channels. 展开更多
关键词 multi-input multi-output (MIMO) adaptive modulation and coding quasi-orthogonal space-time block code (QOSTBC) correlated fading channels antenna subset selection
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