Locally optimum detection of signals in a generalized observation model: the random signal case

Iickho Song; Kassam S.A.

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Locally optimum detection of signals in a generalized observation model: the random signal case

机译：广义观测模型中信号的局部最优检测：随机信号情况

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Locally optimum detectors for weak random signals are derived for a generalized observation model incorporating signal-dependent and multiplicative noise. It is shown that the locally optimum random-signal detectors in the generalized observation model are interesting generalizations of those that would be obtained in the purely additive noisy signal model. Examples of explicit results for the locally optimum detector test statistics are given for some typical cases. Both asymptotic and finite sample-size performances of the locally optimum detectors are considered and compared with those of other standard detector structures.

机译：推导了针对弱随机信号的局部最优检测器，用于包含信号相关和乘性噪声的广义观测模型。结果表明，广义观测模型中的局部最优随机信号检测器是那些在纯加性噪声信号模型中获得的局部检测的有趣概括。对于某些典型情况，给出了局部最佳检测器测试统计数据的显式结果示例。同时考虑了局部最优检测器的渐近性能和有限样本量性能，并将其与其他标准检测器结构的性能进行了比较。

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《IEEE Transactions on Information Theory》 |1990年第3期|P.516-530|共15页
作者
Iickho Song; Kassam S.A.;
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正文语种 eng
中图分类无线电电子学、电信技术;
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专利

1. Locally optimum detection of signals in a generalized observation model: the known signal case [J] . Iickno Song, Kassam S.A. IEEE Transactions on Information Theory . 1990,第3期

机译：广义观测模型中信号的局部最优检测：已知信号情况
2. Locally Optimum Rank Detector Test Statistics for Composite Signals in Generalized Observations: Two-Sample Case [J] . Jinsoo BAE, Sun Yong KIM IEICE Transactions on Communications . 2002,第11期

机译：广义观测中复合信号的局部最优秩检测器测试统计量：两个样本的情况
3. Locally Optimum Rank Detector Test Statistics for Composite Signals in Generalized Observations: One-Sample Case [J] . Jinsoo BAE, Iickho SONG IEICE Transactions on Communications . 2002,第11期

机译：广义观测中复合信号的局部最优秩检波器测试统计量：一例
4. Locally optimum distributed detection of dependent random signals based on ranks [C] . Blum, R.S. . 1994

机译：基于秩的相关随机信号的局部最优分布式检测
5. Signal detection with random backgrounds and random signals. [D] . Park, Subok. 2004

机译：具有随机背景和随机信号的信号检测。
6. Modeling Linguistic Variables With Regression Models: Addressing Non-Gaussian Distributions Non-independent Observations and Non-linear Predictors With Random Effects and Generalized Additive Models for Location Scale and Shape [O] . Christophe Coupé -1

机译：使用回归模型为语言变量建模：处理具有随机效应的非高斯分布非独立观测值和非线性预测变量以及位置尺度和形状的广义加性模型
7. Locally Optimum Detector for Correlated Random Signals in a Weakly Dependent Noise Model [O] . Kwang Soon Kim, Sun Yong Kim, Iickho Song, 1999

机译：弱相依噪声模型中相关随机信号的局部最优检测器
8. DETECTION OF RANDOM ACOUSTIC SIGNALS BY RECEIVERS WITH DISTRIBUTED ELEMENTS OPTIMUM RECEIVER STRUCTURES FOR NORMAL SIGNAL AND NOISE FIELDS [R] . 1963

机译：用分布元件接收器检测随机声信号正常信号和噪声场的最佳接收机结构

Locally optimum detection of signals in a generalized observation model: the random signal case

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