Simulation of Power Spectrum Estimation based on AR Model
Journal: International Journal of Science and Research (IJSR) (Vol.9, No. 8)Publication Date: 2020-08-05
Authors : WANG Li; WANG Wei;
Page : 1316-1319
Keywords : power spectrum estimation; AR model; AR spectrum estimation; Burg algorithm; periodogram spectrum estimation;
Abstract
This article uses the principle of parameter model spectrum estimation, introduces the Burg algorithm in AR spectrum estimation, and gives the parameter estimation process of the Burg algorithm. Aiming at the procedural samples of the AR model, the Burg algorithm is used to estimate the power spectrum, and it is compared with the period map estimation method. The simulation results show that the power spectrum estimated by the Burg algorithm is close to the real power spectrum and is better than the result of the periodogram estimation method.
Other Latest Articles
- Awakening in Dharma - Treasure Platform Sutra of the Six Patriarch and the Structure of Gabriel Garcia Marquez's Magical Realism Short Stories
- Assessment of Chemical Contamination of Sediments and Agricultural Soils by Gold Mining Activities: Case of the Ity-Floleu Zone, Zouan-Hounien Sub-Prefecture, West of Cote dIvoire
- Handling Criminal Act of People-Trafficking Subject on Indonesian Migrant Workers in the Immigration Law Perspective (Case Study of Immigrated Criminal Acts of Class I Special Immigration Office Tpi Soekarno Hatta)
- A Phenomenological Study: Assessing Life Skills in Women Attempting to Divorce
- Entrepreneurship Development Skills in India through RSETI
Last modified: 2021-06-28 17:10:27