| indicator function. It is equal to 1(0) if A is true(false) |
[x]+ | max(x,0) |
[x]× | min(x]+, ref), where ref refers to certain reference level according to the application scenario, e.g., Bmax |
~ | distributed as |
| set of natural numbers |
| real coordinate space of dimension is omitted when equals to 1 |
| set ofpositive real numbers |
| complex coordinate space ofdimension d. d is omitted when equals to 1 |
| denotes cardinality or absolute value operation in case of a set or a scalar as input, respectively |
| lp norm. The value ofp may or may not be specified when p = 2 expected value with respect to random variable X. When X is not specified, the expected value is with respect to all random variables |
| probability of occurrence of event A |
| Laplace transform of random variable X |
| inverse Laplace transform operator |
fX(x) | PDF of random variable X |
FX(x) | CDF of random variable X |
| CCDF of random variable X |
| gamma function |
| upper incomplete gamma function |
Kv(·) | modified Bessel function of the second kind and order v |
erf(·) | error function |
Tr(·) | matrix trace operator |
| big-O notation |
diag(x) | diagonal matrix with the main diagonal from entries of x |
(·)T | transpose operator |
(·)H | Hermitian transpose operator |
rank(·) | rank operator |
| generalized greater-than-or-equal-to inequality: between vectors, it represents component-wise inequality; between symmetric matrices, it represents matrix inequality |
inf · | infimum operator |
| imaginary unit, i.e., |
| variance with respect to random variable X. When X is not specified, the variance is with respect to all random variables |
Jn(·) | Besselfunction of first kind and order n |
det(·) | determinant operation |
mod(a, b) | a modulo b operation |
atan2(c) | returns the angle in the Euclidean plane between the positive x axis and the ray to the point c |
| derivative ofsingle-variable function f |
| partial derivative ofmulti-variable function f with respect to x Hessian offunction f |
Q(·) | Q-function, the tail distribution function of the standard normal distribution |