MindMap Gallery Radar Algorithm Engineer Learning Roadmap
Required mathematical knowledge, signal processing knowledge, radar processing knowledge and embedded C language knowledge
Edited at 2020-05-17 10:52:48Avatar 3 centers on the Sully family, showcasing the internal rift caused by the sacrifice of their eldest son, and their alliance with other tribes on Pandora against the external conflict of the Ashbringers, who adhere to the philosophy of fire and are allied with humans. It explores the grand themes of family, faith, and survival.
This article discusses the Easter eggs and homages in Zootopia 2 that you may have discovered. The main content includes: character and archetype Easter eggs, cinematic universe crossover Easter eggs, animal ecology and behavior references, symbol and metaphor Easter eggs, social satire and brand allusions, and emotional storylines and sequel foreshadowing.
[Zootopia Character Relationship Chart] The idealistic rabbit police officer Judy and the cynical fox conman Nick form a charmingly contrasting duo, rising from street hustlers to become Zootopia police officers!
Avatar 3 centers on the Sully family, showcasing the internal rift caused by the sacrifice of their eldest son, and their alliance with other tribes on Pandora against the external conflict of the Ashbringers, who adhere to the philosophy of fire and are allied with humans. It explores the grand themes of family, faith, and survival.
This article discusses the Easter eggs and homages in Zootopia 2 that you may have discovered. The main content includes: character and archetype Easter eggs, cinematic universe crossover Easter eggs, animal ecology and behavior references, symbol and metaphor Easter eggs, social satire and brand allusions, and emotional storylines and sequel foreshadowing.
[Zootopia Character Relationship Chart] The idealistic rabbit police officer Judy and the cynical fox conman Nick form a charmingly contrasting duo, rising from street hustlers to become Zootopia police officers!
Radar algorithm engineer
math
Calculus, linear algebra, probability theory (cerebellar response)
matrix theory
stochastic process
Convex optimization
A prerequisite course for modern signal processing
signal processing
Signals and Systems
digital signal processing
DTFT,DFT
FFT
digital filter
modern digital signal processing (National University of Science and Technology, Zhang Hao)
1950~1980, traditional classical method (Linear, Gaussian, Stationary, Orthogonal)
statistical signal processing
linear estimate
prediction correction
Orthogonalization
Orthogonalization
recursive linear prediction
Recursion
Kalman filter
Equation of state
Regularization
Regularization
signal processing ideas
kernel
adaptive thinking
adaptive filtering
least squares
Spectrum Analysis
Parametric methods
filter bank
1980~present (non-linear, non-Gaussian, non-stationary, non-orthogonal)
ESPRIT
coherent signal
MIMO concept (Lincoln Laboratory, 2003) Multiple-input multiple-output (MIMO) radar and imaging: Degrees of freedom and resolution[C]
2006 Bekkerman Target detection and localization using MIMO radars and sonars[J]
"MIMO Radar Signal Processing" in 2009
time frequency analysis
Wavelet transform
non-orthogonal
frame
sparse representation
greedy algorithm
Bayesian signal processing
Mentecaro
Bayesian network
Array signal processing
spatial filtering
spatial spectrum estimation
Parameter Estimation
Direction of Arrival Estimation (DoA)
traditional law
Delay
Conventional Beam Forming (CBF)
Capon's minimum variance method
subspace method
Multiple Signal Classification (MUSIC)
Rotation invariant subspace method (ESPRIT)
maximum likelihood method
comprehensive approach
Radar signal processing algorithm
CFAR algorithm
Peak detection
DoA estimate
DBF
Tx end, hardware implementation
Rx side, software implementation
TDM-MIMO
speed deblurring
Phase compensation
Radar data processing algorithm
Association method
GNN
PDAs
JPDA
MHT
Tracking method
Kalman filter
Extended Kalman
particle filter
Embedded system principles and applications
Classification
MCU principles and applications
DSP principles and applications
ARM principles and applications
software development
Hardware development
Embedded C language
Multi-sensor fusion
Millimeter wave radar and camera
Fusion algorithm
tool
MATLAB/Simulink
Visual Studio
CCS
References
Principles of Radar (Wei Qing)
"Principles of Radar (Ding Lufei)"
"Modern Radar System Analysis and Design (Chen Boxiao)"
"Fundamentals of Radar Signal Processing (Second Edition)"
TI official website information