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Filtering by: Committee Paffenroth, Randy Unit (Department) Electrical & Computer Engineering

Distributed Statistical Learning under Communication Constraints

Keyword:

Distributed learning, coordinate descent, Parameter Estimation, Convex Optimization, sufficient statistics, and MVUE

Creator:

El Gamal, Mostafa

Advisor:

Lai, Lifeng

Publisher:

Worcester Polytechnic Institute

Date Created:

2017-06-21

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Electrical & Computer Engineering
Machine Learning for Reliable Communication and Improved Tracking of Dynamical Systems

Keyword:

interacting multiple model, kalman filter, gilbert-elliott, joint coding and modulation, maneuvering target tracking, and deep learning

Creator:

Vedula, Kirty P.

Advisor:

Brown, Donald R.

Publisher:

Worcester Polytechnic Institute

Date Created:

2020-11-02

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Electrical & Computer Engineering
SRML: Space Radio Machine Learning

Keyword:

satellite communications, Cognitive Radio, and Machine Learning

Creator:

Ferreira, Paulo Victor Rodrigues

Advisor:

Wyglinski, Alexander

Publisher:

Worcester Polytechnic Institute

Date Created:

2017-04-27

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Electrical & Computer Engineering