Definition (Random Vector)
Let be random variables. The vector is called a random vector. So we define such that is the underlying probability space.
Definition (Random Vector)
A random vector is a Borel function from to .
Kalman Filter
LQG Teams
High Resolution Optimality of KLT
Karhunen-Loeve Transform
Optimal Bit Allocation
Transform Coding with Scalar Quantization
Differential Entropy
Joint Entropy
Mutual Information
Vector Quantizer
Covariance Matrix
Jensen's Inequality
Random Vector
(Cumulative) Distribution Function
Summary of MATH 895
Multivariate Gaussian
Gaussian Process