Empirical Bayes Estimators for Sparse Sequences [PDF]
The problem of estimating a high-dimensional sparse vector θ ∈ ℝ n from an observation in i.i.d. Gaussian noise is considered. An empirical Bayes shrinkage estimator, derived using a Bernoulli-Gaussian prior, is analyzed and compared with the well-known soft-thresholding estimator using squared-error loss as a measure of performance.
Srinath, K Pavan, Venkataramanan, Ramji
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Culling Double Counting in Sequence Images for Fruit Yield Estimation
Exact yield estimation of fruits on plants guaranteed fine and timely decisions on harvesting and marketing practices. Automatic yield estimation based on unmanned agriculture offers a viable solution for large orchards.
Xue Xia +5 more
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Spot volatility estimation using delta sequences [PDF]
The authors study a class of estimators for a spot volatility of a price process modelled by a univariate semimartingale. The volatility may be a deterministic function of the observable variable, or may be presented as càdlàg process with possible jumps.
Mancini, Cecilia +2 more
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On the Estimation of Synchronous Scramblers in Direct Sequence Spread Spectrum Systems
In a non-cooperative context, the receiver has no information about communication parameters; therefore, it must perform communication forensics, which is the process of identifying what information it can from the collected data.
Dongyeong Kim +2 more
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APPLICATION OF SPARTIAL INTERPOLATION METHOD IN SYNTHESIS OF VIDEO SEQUENCE INTERMEDIATE FRAMES [PDF]
Subject of Research.We have carried out the research of existing synthesis methods of the video sequence intermediate frames based on the procedure of motion estimation and compensation.
N. S. Nemcev +2 more
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Small Sample Coherent DOA Estimation Method Based on S2S Neural Network Meta Reinforcement Learning
Aiming at the existing Direction of Arrival (DOA) methods based on neural network, a large number of samples are required to achieve signal-scene adaptation and accurate angle estimation.
Zihan Wu, Jun Wang
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Data-derived iterative channel estimation with channel tracking for a mobile fourth generation wide area OFDM system [PDF]
In this paper an iterative channel estimation technique for a mobile fourth generation coherent orthogonal frequency division multiplexing (OFDM) system is proposed. Coherent detection dictates that a per-subband estimate of the frequency response of the
Dowler, ASH, McGeehan, JP, Nix, AR
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Generalized min-max bound-based MRI pulse sequence design framework for wide-range T1 relaxometry: A case study on the tissue specific imaging sequence. [PDF]
This paper proposes a new design strategy for optimizing MRI pulse sequences for T1 relaxometry. The design strategy optimizes the pulse sequence parameters to minimize the maximum variance of unbiased T1 estimates over a range of T1 values using the ...
Yang Liu +2 more
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Coding sequence density estimation via topological pressure [PDF]
We give a new approach to coding sequence (CDS) density estimation in genomic analysis based on the topological pressure, which we develop from a well known concept in ergodic theory. Topological pressure measures the "weighted information content" of a finite word, and incorporates 64 parameters which can be interpreted as a choice of weight for each ...
Koslicki, David, Thompson, Daniel J.
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This study proposes a construction method of deterministic measurement matrix based on a correlation criterion. On this basis, the authors investigated the massive multiple‐input and multiple‐output (MIMO) channel estimation algorithm using the ...
Ruijin Ma, Huisheng Zhang
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