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Mathematical Principles for Deconstructing Deep Learning: Theory and Application to Electromagnetic Signals

Stichwort:

Signal Processing, Activation Function, Electromagnetics, Neural Networks, Deep Learning, and Polynomial Activation

Schöpfer:

Witz, Evan

Advisor:

Paffenroth, Randy Clinton

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2022-08-05

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mathematical Sciences
Improving Channel Estimation and Tracking Performance in Distributed MIMO Communication Systems

Stichwort:

Filter, Stability, accelerometer compensation, Tracking, estimation, oscillators, nullforming, long term stability, SDR, Allan deviation, Channel Estimation, beamforming , acceleration, short term stability, software defined radio, Kalman, and inertial tracking

Schöpfer:

David, Radu Alin

Advisor:

Brown, Donald R.

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2015-04-29

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Electrical & Computer Engineering