Importance Sampling-Based Maximum Likelihood Estimation for Multidimensional Harmonic Retrieval


This letter addresses a most probability (ML) algorithm for multidimensional (m-D) harmonic retrieval (MHR) issues. The new algorithm iteratively estimates the parameters in a rough to fine manner, intervened with filtering processes to separate the signals into applicable groups. To facilitate implementations of the ML estimation, a Monte Carlo methodology, importance sampling (IS), and the theory of Pincus are utilised to work out the ML estimates. Moreover, the pairing of the estimated parameters is automatically achieved without additional overhead. Conducted simulations demonstrate that the new algorithm outperforms the main state-of-the-art works and can achieve the Cramer-Rao lower bound (CRLB) even in low signal-to-noise ratio (SNR) eventualities.

Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here

PROJECT TITLE :Computing Barlow-Proschan Importance in Combined SystemsABSTRACT:This paper is anxious with the computation of the Barlow-Proschan importance live for systems involving 2 common failure criteria, and consisting
PROJECT TITLE :Assessing the Applicability of Uncertainty Importance Measures for Power System StudiesABSTRACT:This paper critically evaluates a range of uncertainty importance measures to be used in power system stability studies.
PROJECT TITLE :Reliability and Birnbaum Importance for Sparsely Connected Circular Consecutive- SystemsABSTRACT:A consecutive-$k$ -out-of-$ n $: $ rm F ( rm G )$ system with sparse $ d $ consists of $ n $ components ordered in
PROJECT TITLE :The story of the right measurement that caused injustice and the wrong measurement that did justice; How to explain the importance of metrology to lawyers and judges [Legal Metrology]ABSTRACT:Peter Neil Hamkin is
PROJECT TITLE :The Importance of Visual Experience, Gender, and Emotion in the Assessment of an Assistive Tactile MouseABSTRACT:Tactile maps are efficient tools to improve spatial understanding and mobility skills of visually

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry