Digital Signal Processing Reference
In-Depth Information
In other words, when adding two complex numbers the real and imaginary
components are added separately.
B.2.2 Subtraction
The definition of subtraction follows the same lines as that for addition. Sub-
tracting a complex number x 2 from x 1 is defined as follows:
x 1
x 2
= ( a 1
+ j b 1 ) ( a 2
+ j b 2 )
(B.7)
= ( a 1
a 2 ) + j( b 1
b 2 ) .
As for addition, the real and imaginary components are subtracted separately.
B.2.3 Multiplication
Multiplication of two complex numbers x 1 and x 2 is defined as follows:
x 1 x 2
= ( a 1
+ j b 1 )( a 2
+ j b 2 )
+ j 2 b 1 b 2
= ( a 1 a 2 b 1 b 2 ) + j( b 1 a 2 + a 1 b 2 ) ,
= a 1 a 2
+ j b 1 a 2
+ j a 1 b 2
(B.8)
where the final expression is obtained by noting that j 2
=− 1.
B.2.4 Complex conjugation
From Eq. (B.8), it is easy to deduce that
j b 1 ) = ( a 1 ) 2 + ( b 1 ) 2 .
( a 1
+ j b 1 )( a 1
(B.9)
In other words, the imaginary component is eliminated. The complex number
x 1 = a 1 j b 1 is referred to as the complex conjugate of x 1 = a 1 + j b 1 , and
vice versa. Equation (B.9) leads to the definition of the modulus or magnitude
of a complex number, which is discussed next.
B.2.5 Modulus
The modulus (or magnitude) of a complex number x 1 = a 1 +j b 1 is defined as
follows:
x 1 x 1
x 1 =
=
( a 1 ) 2 + ( b 1 ) 2 .
(B.10)
B.2.6 Division
Dividing two complex numbers is more complicated. To divide x 1 by x 2 ,we
multiply both the numerator and denominator by the complex conjugate of x 2
and expand the numerator and denominator separately using the definition of
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