**/**Signal Processing

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**Following is the list of topics under Signal Processing which is prepared after detailed analysis of courses taught in multiple universities across the globe:**

- Amplitude/phase relationships
- Application examples in communication systems, signal analysis and systems optimization
- Bio-Imaging
- Calculus
- Characterization of random signals
- combined time/frequency analysis
- Data mining
- Detection theory
- Difference equations
- Differential equations
- EEG
- Estimation theory
- Extension of sampling and systems theory for multiple dimensions
- filterbanks and wavelet transform
- formulation of detection and estimation problems under noise and variations
- Frequency and scale spaces
- Functional analysis
- higher-order statistics
- Hilbert transform
- Identifications and Analysis of Neural Activity and the Visual System in Drosophila
- Linear time-invariant system theory, and transform theory
- Machine Vision
- Metabolic Systems Engineering
- Methods of signal and parameter estimation: Least squares and SVD methods, Wiener filter and linear prediction, Bayes estimation, maximum-likelihood estimation, robust estimation
- Modeling and Identification for Mobile Robots
- Modeling Financial Systems
- Modeling the Magnetosphere and Solar Wind
- Modeling the Musculoskeletal System
- multi-rate and multi-resolution sampling
- Neuro-Imaging and Systems Neuroscience
- Neutrophil
- Non-linear Damping
- Nonlinear System Identification, Signal and Information Processing
- Nonlinear Systems in the Frequency Domain
- Non-uniform sampling
- Numerical methods
- Optimization
- orthogonal transforms
- Orthogonality and correlation analysis
- partitioning methods
- Probability and stochastic processes
- Reaction Diffusion Systems and Crystal Growth
- Signal and parameter spaces
- Spatio-Temporal Systems and Cellular Automata
- Spectral estimation
- Statistical signal processing
- Statistical similarity and modeling
- Stem Cell Dynamics
- Subharmonics and Severely Nonlinear Systems
- System identification and classification
- Systems and Synthetic Biology
- Time series
- Time-frequency analysis
- Tracking Greenland Icebergs
- Tracking Rapid Nonlinear Dynamic Changes in both Time and Frequency
- Transform theory
- Vector spaces and Linear algebra

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