Detection of Weak Magnetic Signals in a Noisy Environment
Abstract
Detection of Weak Magnetic Signals in a Noisy Environment The purpose of the proposed work is designing a methodology to identify and detect weak magnetic signal embedded in noisy data. Our proposed methodology is 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) a (biologically inspired) nonlinear processor (possibly similar to reservoir computing concept) capable of identifying and characterizing a weak signal embedded in noisy data.
Document Details
- Document Type
- DoD Grant Award
- Publication Date
- Nov 23, 2016
- Source ID
- N000141612319
Entities
People
- Y. Braiman
Organizations
- Office of Naval Research
- United States Navy
- University of Tennessee