Index Catalog // ScholarsArchive@OSU

Start Over

Filtering by: Committee Member Liu, Huaping Creator Thuan Nguyen D. Decade 2020-2029

Information theoretic approach to quantization and classification for signal processing, communications, and machine learning applications

Creator:

Thuan Nguyen D.

Abstract:

There are five main contributions of this dissertation. The first contribution is new closed-form expressions for channel capacity of a new class of channel matrices. The second contribution is the discovery of the structure for optimal binary quantizer and the associated methods for finding an optimal quantizer that maximizes mutual...

Resource Type:

Dissertation