Spectrum efficiency of nested sparse sampling and coprime sampling
نویسندگان
چکیده
منابع مشابه
Rate distortion performance analysis of nested sampling and coprime sampling
In this paper, rate distortion performance of nested sampling and coprime sampling is studied. It is shown that with the increasing of distortion, the data rate decreases. With these two sparse sampling algorithms, the data rate is proved to be much less than that without sparse sampling. With the increasing of sampling spacings, the data rate decreases at certain distortion, which is because w...
متن کاملProperties of nested sampling
SUMMARY Nested sampling is a simulation method for approximating marginal likelihoods proposed by Skilling (2006). We establish that nested sampling has an approximation error that vanishes at the standard Monte Carlo rate and that this error is asymptotically Gaussian. We show that the asymptotic variance of the nested sampling approximation typically grows linearly with the dimension of the p...
متن کاملNested sampling with demons
This article looks at Skilling’s nested sampling from a physical perspective and interprets it as a microcanonical demon algorithm. Using key quantities of statistical physics we investigate the performance of nested sampling on complex systems such as Ising, Potts and protein models. We show that releasing multiple demons helps to smooth the truncated prior and eases sampling from it because t...
متن کاملParameter Estimation Employing a Dual Channel Sine-wave Model under Sparse Coprime Sampling
In this paper, we consider a dual channel signal model with common frequency that is appropriate in a plurality of measurement setups, including impedance measurements and imbalance measurement in direct conversion RF receivers. We investigate on a new approach and present analysis of parameter estimation, specifically the seven parameter dual channel sine fit in which the signals from both cha...
متن کاملInference from Sparse Sampling
In some statistical learning applications, the individual objects that are encountered are complex, behaveprobabilistically, and are encountered too briefly for the learner to form more than a fragmentary and unreliablerecord of the properties of each individual. In some cases, only previously collected sporadic survey data isavailable to the learner. In other cases, studying an...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: EURASIP Journal on Wireless Communications and Networking
سال: 2013
ISSN: 1687-1499
DOI: 10.1186/1687-1499-2013-47