Digital Signal Processing Reference
In-Depth Information
X 2
.
.
.
.
.
Cell C i
.
.
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.
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.
X 1
.
.
.
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.
.
Figure 3.10 Partitioning of a two-dimensional space into 18 cells
where d i [ x , y ] is the distortion due to the i th vector in the database given by,
N
1
N
d i [ x , y ]
=
d [ x ik ,y mk ]
(3.42)
=
k
1
where M is the number of vectors in the database and y m is the quantized
version of x i . For transmission purposes, each vector y i is encoded using
a codeword of binary digits of length B i bits. The transmission rate T is
given by,
T
=
BF c
bits/second
(3.43)
where,
M
1
M
B
=
B i
bits/vector
(3.44)
i
=
1
is the average codeword length (usually B
B i ), B i is the number of bits
used to encode vector y i and F c is the number of codewords transmitted per
=
 
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