Title: Decimation Filtering For Complex Sigma Delta Analog to Digital Conversion in A LowIF Receiver
1Decimation Filtering For Complex Sigma Delta
Analog to Digital Conversion in A Low-IF Receiver
- Anjana Ghosh
- SERC, Indian Institute of Science
- Bangalore
- February 2006
2Presentation Outline
- Fundamentals of Receiver Operation
- Salient features of ?? ADC
- Decimation Filtering for Low Pass ?? ADC
- Existing literature on decimation for bandpass ??
modulators - Proposed architecture
-
3Receiver Architectures A Heterodyne Receiver
if
4Low IF Receiver
Frequency Downconversion
Digital Filtering, Baseband Downconversion ,
Demodulation
A
cos?ct
X
RF Stage
Analog to Digital Conversion
B
sin?ct
Y
Receiver Block Diagram
5ADC Sample rate Effect on Analog Antialias
Filter (AAF)
6ADC Quantization Noise
7Decimation Digital Filter for ?? ADC
- Purpose of decimation filters Antialias
filtering followed by sample rate reduction - Multistage Decimation preferred to single stage
- Popular structure consists of a Cascaded
Integrator comb followed by one or two FIR stages
8CIC Filter
- Moving Average Filter
- Z transform
9Order of the CIC Filter For A Low Pass ?? ADC
- For a ?? modulator of order l, a CIC of order l1
is suitable for antialias filtering in the first
stage of decimation - This CIC can be used to reduce the sample rate to
as low as 4 times the Nyquist sampling rate with
negligible SNR degradation (lt0.25dB). Further
reduction in the sample rate using the CIC will
degrade the SNR significantly.
10CIC Structure (Second Order)
11Efficient Polyphase Decomposition of Comb Filter
12Modified SINC
13Noise Transfer Function(NTF) and Signal Transfer
Function(STF)
14Complex Downconversion Decimation
15Decimation structure for Band pass Complex S D
modulator
Bandpass S D
Complex S D
Existing Art Downconversion of IF signal to
Baseband followed by Standard Low Pass Decimation
Digital Filter
16New Decimation Filter Architecture Motivation
- Accepted approach imposes restrictions on the
choice of ? in order to take advantage of the
optimization in the mixing process - Compatability with the existing GPS engine
17New Architecture Block Diagram
A
X
cos?ct
Anti alias Filter and Complex Bandpass ??
Modulator
Digital Decimation Filters
RF Stage
Digital Baseband
sin?ct
B
Y
18Low IF Receiver Signal Spectrum
A
cos?ct
RF Stage
sin?ct
B
desired signal
image signal band
RF
?
-?
?c - ?if
?c
-?c
?c ?if
-?c -?if
-?c ?if
0
1/2
C (cos?ct)
-?
?
?c
-?c
0
j/2
S (sin?ct)
?c
?
-?
-?c
0
-j/2
1/2
AIPC
?
-?
?if
-?if
0
j/2
BIPS
?
-?
?if
0
-?if
-j/2
1
IF
?
-?
?if
-?if
0
19Use of Complex Digital Filters
A
X
Anti alias Filter and Complex Sigma Delta
Modulator
P
DF1 (Complex Digital Filter)
cos?ct
RF Stage
j
OP
sin?ct
-j
Y
DF2 (Complex Digital Filter)
Q
desired signal
image signal band
IP
-?
?
?c
-?c
-?c -?if
?c ?if
?c - ?if
-?c ?if
0
1/2
AIPcos?ct
-?
?
?if
-?if
0
BIPSin?ct
j/2
-?
?
?if
-?if
0
-j/2
Noise Transfer Function
XA?? YB??
DF1 Transfer Function
PXjY
?
-?
0
?if
-?if
DF2 Transfer Function
Noise Transfer Function
QX-jY
?
-?
?if
-?if
0
OP
1
?
-?
?if
-?if
0
20Complex Digital Filters Real Filters From
Complex Filters
DF1 Transfer Function
- HDF1(z) HRE(z) - j.HIM(z)
- HDF2(z) HRE(z) j.HIM(z)
- OP P(z).HDF1(z) Q(z).HDF2(z)
- gtOP X(z) j.Y(z).HRE(z) - j.HIM(z)
X(z)-j.Y(z).HRE(z) j.HIM(z) - gt OP 2.X(z). HRE(z) Y(z). HIM(z)
-?
?
?if
-?if
0
DF2 Transfer Function
?
-?
?if
-?if
0
Thus the Complex Digital Filtering can be
accomplished by using two real filters
corresponding to the real and imaginary parts of
the transfer function of the individual complex
filters.
21Complex Digital Filters Implementation
A
HRE(z)
cos?ct
C
Antialias Filter and Complex Sigma Delta Modulator
X
RF Amp and Filter
real
IP
OP
imaginary
90o
Y
sin?ct
S
B
HIM(z)
Real Filter Implementation of Digital Filtering,
at Low IF. Advantage Number of Computations
reduced from eight to two
22Decimation Filter Requirements
- antialias filtering and reduction of the sample
rate by 16 - attenuation of remaining out of band components
in the signal - generation of a real two sided signal centered
around wif
23Multistage Decimation Filter Structure
24ADC Output FFT
25AAF1 Fourth Order Comb
Passband (3-5MHz) droop 0.33dB Stopband
Attenuation 83.1dB Aliasing Bands 59MHz to
69MHz, 123MHz to 128MHz on either side
26AAF2 11 Tap HalfBand
Passband (3-5MHz) Ripple 0.0027dB/-0.0054dB
Stopband Attenuation 75.8 dB Aliasing Bands
27MHz to 32MHz on either side
27Image Reject Filter
Passband (3-5MHz) Ripple 0.0027dB/-0.0054dB
Stopband Attenuation 75.8 dB Aliasing Bands
27MHz to 32MHz on either side
28Image Reject Filter Stopband
29Image Reject Filter Ripple, Phase Response
Passband Droop 0.94dB
Phase Response
30Droop Correction filter
31Net Transfer Function
32Decimation Filter Structure
33FFT of Silicon Data For A Single Tone Input
34Optimized Architecture Scope
Low Pass
Complex Band Pass
Low Pass
Band Pass
Scope for optimization Complex Bandpass?
35Alternate Architecture Block Diagram
36Alternate Architecture IDecimate By 16
37Shifted 4th Order Comb Stage 1
- 13 tap , 15 bit coefficient quantization
performs decimation by 4 - Passband 3MHz to 5 MHz
- Aliasing bands 67MHz to 69MHz, -59MHz to -61
MHz, -123MHz to -125MHz
38Shifted 4th Order Comb Stage 2
- 5tap , 11 bit coefficient quantizationperforms
decimation by 2 - Passband 3MHz to 5 MHz
- Aliasing bands 35MHz to 37MHz, -27MHz to -29 MHz
39Shifted 4th Order Comb Stage 3
- 5 tap, 11 bit coefficient quantization Performs
decimation by 2 - Passband 3MHz to 5 MHz
- Aliasing bands 19MHz to 21MHz, -11MHz to -13 MHz
40Image Reject Filter
- 5 tap, 15 bit coefficient quantization
- Passband 3MHz to 5 MHz
- Aliasing bands 19MHz to 21MHz, -11MHz to -13 MHz
41Optimized Architecture
Multiplier less polyphase implementation
CSD coded multiplier less polyphase
implementation
42Comparison of Transfer Function Original
Architecture and Architecture I
43Comparison of Transfer Function Original
Architecture and Architecture I
Comparison of Image Rejection
Comparison of Passband Ripple
44Optimized Architecture II
Shifted COMB
Low Pass COMB
45Decimation Filter Stages in Architecture II
46Comparison of the Three Architectures
47Summary
- Architecture and design of decimation digital
filtering of the output of a complex ?? modulator
for low IF receivers is proposed. - Two optimized implementations with variations of
the same basic architecture are proposed
48Reference
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