Statistical Digital Signal Processing

Course #EC4440

Est.imated Completion Time: 3 months

POC: NPS Online Support

Overview

Modern methods of digital signal processing are developed in this course from a statistical point of view. Methods are developed for processing random signals through statistical data analysis and modeling. Topics include adaptive filtering, linear prediction, MA, and AR signal modeling, spectrum estimation and basic machine learning concepts. Techniques presented are applied to various engineering problems such as system identification, forecasting, and equalization. The algorithms introduced have direct applications in communication, sonar, radar systems signal processing, and modern Navy weapon systems. 

Included in degrees & certificates

  • 290

Prerequisites

  • EC3410
  • EC3500
  • MA3042
Offerings database access
Asset Publisher

Application Deadlines

  •  08 Jan 2024

    Spring Quarter applications due

  •  01 Apr 2024

    Summer Quarter applications due

  •  08 Jul 2024

    Fall Quarter applications due

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Academic Calendar

  •  12 Dec 2023 – 14 Dec 2023

    Fall Quarter final examinations

  •  15 Dec 2023

    Fall Quarter graduation

  •  18 Dec 2023 – 05 Jan 2024

    Winter break

See NPS Academic Calendar for more dates.