Signal Processing Using Optics: Fundamentals, Devices, Architectures, and Applications

Appendix A: Mathematical Tables

Table 1.1: Properties of Dirac Delta Function

Table 1.2: Models for the Dirac Delta Function

a ? 0

a > 0

a ? 0

a > 0

m > 0

Table 1.3: General Properties of Correlation

Property

Mathematical Expression

Commutative

f ? g = g ? f

Associative

f ? ( g ? h) = ( f ? g) ? h

Distributive

f ? ( g + h) = f ? g + f ? h

Table 1.4: Properties of Two-Dimensional Fourier Transforms

Property

Space Domain

Fourier Domain

Linearity

af( x, y) + bg( x, y)

aF( u, v) + bG( u, v)

Sign change

f( ? x, ? y)

F( ? u, ? v)

Scale change

f( x/ a, y/ b)

ab F( au, bv)

Shift

f( x ? a, y ? b)

F( u, v) exp[ ? j2 ?( au + bv)]

Frequency shift

f( x, y) exp[ j2 ?( ax + by)]

F( u ? a, v ? b)

Conjugation

f*( x, y)

F*( ? u, ? v)

Space

? f( x, y)* ? x

j2 ? uF( u, v)

Differentiation

? f( x, y)/ ? y

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