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- W33867219 abstract "The potential of the SAGE (Space AlternatingGeneralized Expectation Maximization) algorithm for navigationsystems in order to distinguish the line-of-sight signal (LOSS)is to be considered. The SAGE algorithm is a low-complexitygeneralization of the EM (Expectation-Maximization) algorithm,which iteratively approximates the maximum likelihood estimator(MLE) and has been successfully applied for parameter estimation(relative delay, incident azimuth, incident elevation, Dopplerfrequency, and complex amplitude of impinging waves) in mobileradio environments. This study discusses a receiver using anantenna array. Whereas we estimate the complex amplitudes,relative delays, Doppler frequencies, and the spatial signature ofthe impinging waves (incident azimuth and elevation). The resultsof the performed computer simulations and discussion indicatethat the SAGE algorithm has the potential to be a very powerfulhigh resolution method to successfully estimate parameters ofimpinging waves for navigation systems. SAGE has proven tobe a promising method to combat multipath due to its goodperformance, fast convergence, and low complexity." @default.
- W33867219 created "2016-06-24" @default.
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- W33867219 date "2007-07-05" @default.
- W33867219 modified "2023-09-27" @default.
- W33867219 title "Maximum Likelihood Parameter Estimation in a GNSS Receiver" @default.
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