FAST MUSIC SPECTRUM PEAK SEARCH VIA METROPOLIS-HASTINGS SAMPLER

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摘要 AfastMUltipleSIgnalClassification(MUSIC)spectrumpeaksearchalgorithmisdevised,whichregardsthepoweroftheMUSICspectrumfunctionastargetdistributionuptoaconstantofproportionality,andusesMetropolis-Hastings(MH)sampler,oneofthemostpopularMarkovChainMonteCarlo(MCMC)techniques,tosamplefromit.TheproposedmethodreducesgreatlythetremendouscomputationandstoragecostsinconventionalMUSICtechniquesi.e.,abouttwoandfourordersofmagnitudeincomputationandstoragecostsundertheconditionsoftheexperimentinthepaperrespectively.
机构地区 不详
出版日期 2005年06月16日(中国期刊网平台首次上网日期,不代表论文的发表时间)
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