Detection of Weak Magnetic Signals in Noisy Environment
Abstract
A specific goal of our proposed work is designing a methodology to identify and detect weak magnetic signal embedded in noisy data. Our proposed methodology will be based on three nonlinear identification mechanisms: (a) resonant amplification of narrow frequency band signals (designing a resonator for incoming weak signal), (b) broad frequency band deterioration (decay) of the entire signal data besides a narrow frequency band where signal is expected to appear, and (c) designing a (biologically inspired) nonlinear processor (possibly similar to reservoir computing concept) that will be capable of identifying and characterizing a weak signal embedded in noisy data.
Document Details
- Document Type
- DoD Grant Award
- Publication Date
- Aug 12, 2016
- Source ID
- N000141512197
Entities
People
- Y. Braiman
Organizations
- Office of Naval Research
- United States Navy
- University of Tennessee