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B站:DR_CAN
Dr. CAN学习笔记-数学基础Ch0-4线性时不变系统中的冲激响应与卷积
- 1. LIT System:Linear Time Invariant
- 2. 卷积 Convolution
- 3. 单位冲激 Unit Impulse——Dirac Delta
线性时不变系统 : LIT System
冲激响应:Impluse Response
卷积:Convolution
1. LIT System:Linear Time Invariant
-
运算operator : O { ⋅ } O\left\{ \cdot \right\} O{⋅}
I n p u t O { f ( t ) } = o u t p u t x ( t ) \begin{array}{c} Input\\ O\left\{ f\left( t \right) \right\}\\ \end{array}=\begin{array}{c} output\\ x\left( t \right)\\ \end{array} InputO{f(t)}=outputx(t) -
线性——
叠加原理superpositin principle
:
{ O { f 1 ( t ) + f 2 ( t ) } = x 1 ( t ) + x 2 ( t ) O { a f 1 ( t ) } = a x 1 ( t ) O { a 1 f 1 ( t ) + a 2 f 2 ( t ) } = a 1 x 1 ( t ) + a 2 x 2 ( t ) \begin{cases} O\left\{ f_1\left( t \right) +f_2\left( t \right) \right\} =x_1\left( t \right) +x_2\left( t \right)\\ O\left\{ af_1\left( t \right) \right\} =ax_1\left( t \right)\\ O\left\{ a_1f_1\left( t \right) +a_2f_2\left( t \right) \right\} =a_1x_1\left( t \right) +a_2x_2\left( t \right)\\ \end{cases} ⎩ ⎨ ⎧O{f1(t)+f2(t)}=x1(t)+x2(t)O{af1(t)}=ax1(t)O{a1f1(t)+a2f2(t)}=a1x1(t)+a2x2(t) -
时不变Time Invariant:
O { f ( t ) } = x ( t ) ⇒ O { f ( t − τ ) } = x ( t − τ ) O\left\{ f\left( t \right) \right\} =x\left( t \right) \Rightarrow O\left\{ f\left( t-\tau \right) \right\} =x\left( t-\tau \right) O{f(t)}=x(t)⇒O{f(t−τ)}=x(t−τ)
2. 卷积 Convolution
3. 单位冲激 Unit Impulse——Dirac Delta
LIT系统,h(t)可以完全定义系统