Td ams processing for vlsi implementation of ldpc decoder

IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
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Volume: 03 Issue: 05 | May-2014, Available @ http://www.ijret.org 335
TD-AMS PROCESSING FOR VLSI IMPLEMENTATION OF LDPC
DECODER
Maramreddy Harish1
, Neelima Koppala2
1
P.G.Student scholar M.Tech (VLSI), ECE Department, Sree vidyanikethan engineering college (Autonomous)
2
Assistant professor, ECE Department, Sree vidyanikethan engineering college (Autonomous)
Abstract
An Efficient analog to digital interface (TDC/DTC) is presented. In particular, we explore time-based techniques for data conversion,
which can potentially achieve significant reductions in power consumption while keeping silicon chip area will be very small. On the
basis of a generic mixed-signal system the scaling difficulties of analog and mixed-signal circuits based on a signal representation in
the voltage domain are discussed for nanometer CMOS technologies. Easy to control and seamlessly embedded, were also low latency
occur. Mainly applicant for LDPC implementation which is used for error correcting and image processing will be done. In gate level
verilog hardware description language used for coding digital circuits using tool Xilinx ISE 10.1i and target family Spartan
3E,Device XC3S500, speed -5,package:FG320.The synthesized for the proposed digital circuits.
Keywords—low density parity-check (LDPC), time-to-digital converter (TDC), Binary-search time-to digital converter
(BS-TDC), low power
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1. INTRODUCTION
The rationale behind digitally-assisted analog design is to
move the accuracy burden from the realm of analog design to
the digital domain. Relaxing the precision of the analog
circuitry reduces power consumption significantly, while the
correction of analog imperfections is implemented in the
digital domain, allowing lower power and faster designs[1]. At
this point the motivating question shall be discussed why
TDCs suddenly become popular in mainstream micro-
electronics: Modern VLSI technology is mainly driven by
digital circuits. The reasons for this are the many advantages
of digital compared to analog circuits: Atomic digital
functions can be realized by very small and simple circuits.
This results in a compact and cheap implementation of
elementary logic functions and enables complex and flexible
signal processing systems[2]. A comparable complexity was
not feasible with an analog implementation due to area and
power consumption but also due to variability and signal
integrity.
Flexible means reconfigurable, adjustable or even
programmable. Data can be stored easily in digital systems
without any loss of information. The design of digital circuits
is highly automated resulting in high design efficiency and
productivity. However, the main advantage of digital signal
processing is the inherent robustness of digital signals against
any disturbances, i.e. noise and coupling, as well as the
inherent robustness of digital circuits against process
variations[4].
Fig. 1 Generic digital signal processing system
The reduction in supply voltage accompanying technology
scaling, which is dramatically Improves the energy and area
efficiencies of a digital circuits, makes the realization of
voltage domain analog computation circuits, problematic. In
order to maintain a dynamic range under such a low supply
voltage ,it is necessary to reduce the mismatches and thermal
noise ,and that results in large chip area and low power
consumption[1] .

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Fig. 2 Basic TD-AMS
2. DIGITAL TO TIME CONVERTER
The circuit diagram of a single-bit DTC and its operation
principle are shown in Fig.3 Digital-to-time conversion is
realized by selecting a signal from delayed or non-delayed
time-domain Signals originated from clk according to a digital
input signal. The DTC is composed of unit delay cells with
Tdel delay (DELs), NORs, and inverters [1]. When Din is low,
node B stays low and a rising edge of passes through two
NORs. On the other hand, when is high, the rising edge passes
through DEL as well as two NORs. As a result, according to
whether is high or low, the timing of the rising edge of varies
Dout by Tdel.
Fig 3 Digital to time converter circuit diagram
Fig 4 Timing waveform for 1bit DTC
Fig 5 Proposed 3bit DTC circuit diagram
Fig 6 Timing waveform for 3bit DTC diagram
A multi-bit DTC is composed of cascaded single bit DTCs
with binary weighted numbers of DELs. For example 3bit
3. CONVENTIONAL TDC AND ITS OPERATION
The operating principle of a TDC based on a digital delay line.
The reference clock which is in a more general sense an
arbitrary start signal is delayed along the delay-line. On the
arrival of the stop signal the delayed versions of the input
signal are sampled in parallel. Either latches or flip-flops can
be used as sampling elements. The sampling process freezes
the state of the delay-line at the instance where the clock
signal occurs [7].These results in a thermometer code because
all delay stages which have been already passed by the start
signal give a HIGH value at the outputs of the sampling
elements, all delay stages which have not been passed by the
input signal yet give a LOW value. The position of the HIGH-
LOW transition in this thermometer code indicates how far the
input signal could propagate during the time interval spanned
by the input and the clock signal. Hence this transition is a
measure for the time interval .An excellent style manual for
science writers is [7].

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An implementation of the basic delay-line TDC is shown in
Fig. 7. The input signal ripples along a buffer chain that
produces the delayed signals input[7]. Flip-flops are connected
to the outputs of the delay elements and sample the state of the
delay line on the rising edge of the clk signal. The clk signal
drives a high number of flip-flops so a buffer-tree (not shown)
is required. Any skew in this buffer-tree directly contributes to
the non-linearity of the TDC characteristics.
Fig 7 Delay based conventional TDC circuit diagram
Fig. 8 Timing diagram for delay based conventional TDC
4. BINARY SEARCH TDC
TDCs are extensively researched now days for use in all
digital PLLs in wireless Transceivers so on, because a TDC
can gain the full benefits of deep submicron CMOS process.
Before explanation of binary search TDC (BS-TDC) proposed
circuit just briefly describe a conventional TDC, which is
composed in the form delay chain and flip-flops. In other
words, the required number of flip-flops increases extremely
based n bits, which is a lead to more area and delay.
In order to reduce those parameters, we proposed BS-TDC
based on binary search algorithm. As shown below fig.11.the
n-bit BS-TDC is composed only of n FFs, where as there are
2^n-1 FFs in a conventional TDC. Because the area and power
for FFs are dominant in TDCs, reducing FFs directly results in
area and power reduction. Although a binary-search approach
is commonly used in voltage-domain ADCs, some tricks are
required in order to apply it to a TDC because time can neither
be stored nor subtracted[1].
Fig. 9 Circuit diagram of the Binary search TDC
Fig. 10 Timing waveform for binary search TDC
Fig. 11 Circuit diagram of the new proposed Binary search
TDC
Fig 12 Timing waveform for new proposed binary search
TDC
But in fig.9 binary search TDC has logic error is there .when
an input is high then one output will become doesn‟t exist
because the clk will become low[7] .so that the logical error
applied in proposed binary search TDC .so, that a modification
of changing the inverted input at DTC to normal input is done
in the above fig.9

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Fig. 13 Comparison area based on LUTs conventional TDC
and binary search TDC
Fig. 14 Comparison combinational delay between
conventional TDC and Binary TDC
Table 1: Performance summary comparison conventional
TDC and BS-TDC
Types of
TDC
/parameter
Conventional TDC Binary search
TDC
Number of
bits
(n)
3b 4b 5b 3b 4b 5b
Number of
LUTs
7 15 31 3 4 5
Delay(ns) 4.32 7.11 12.23 4.2 5.9 9.7
5. ACCURACY OF DTC AND TDC
The accuracy of DTC and TDC with simulation of the circuit
show in fig.15 A 1b digital input of DTC is converted into
time domain signal and TDC converted digital output Dout .In
order based on clock signal DTC and another input 011 taken
input to full range of the DTC [4] .Then output of TDC Dout
will be high .But the digital logic should not mismatches, if it
so error occurrence will be appear. The simulation result in
hardware implementation is given below fig16.
6. MINIMUM CALCULATION
A minimum calculation, which is most frequently, appears in
min-sum algorithm for LDPC code decoding, is executable by
a single 1bit Comparator gate as shown in Fig. 17. The output
of OR becomes high when any one of the input signals
becomes high. Then, among the input signals with various
rising edge timings, the OR can find the fastest one, which
corresponds to the minimal value[7]. A simulation result is
shown in Fig. 18. These calculations are obviously more
efficient than the digital counterparts.
Fig. 15 Circuit diagram of accuracy of DTC and TDC
Fig. 16 Timing waveform for Accuracy

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Fig. 16 Circuit diagram of Minimum calculation
Fig. 17 Timing waveform for minimum calculation
Fig. 18 simulation results for minimum calculation
7. LOW DENSITY PARITY CHECK CODES
Low-density parity-check codes are a class of linear block
code defined by a sparse M x N parity-check matrix, H
[5],where N > M and M = N − K. Although LDPC codes can
be generalized to non-binary symbols, we consider only binary
codes. The parity-check matrix has a small number of „1‟
entries compared to „0‟ entries, making it sparse. The number
of „1‟s in a parity-check matrix row is called the row-weight,
k, and the number of „1‟s in a column is the column-weight, j.
A regular LDPC code is one in which both row and column
weights are constant, otherwise, the parity check matrix is
irregular. Although a LDPC code is defined by a sparse
matrix, a bipartite graph, also known as a Tanner graph, can
be used to represent the code. A bipartite graph is a graph
whose nodes can be divided into two sets such that each node
is connected to a node in the other set. The two sets of nodes
in a Tanner graph are called check nodes and variable nodes
representing rows and columns respectively[6].
Fig.19 (a)parity check matrix (b) Tanner graph Representation
Fig. 20 Architecture of LDPC decoder

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Tanner graph representation will be reduced to minimum
routing congestion and also reduced power consumption[6].
Fig20.illustrates the overall architecture of the implementation
(8,4) LDPC decoder leveraging TD-AMS .It is mainly of
variable node function units(VNUs) corresponding to (1) and
check node function units(CNUs) corresponding to (2). The
calculations in the VNUs and CNUs are partitioned into the
time domain and digital domain, considering efficiency. The
minimum function in the CNU and the summation function in
the VNU are executed in the time domain, whereas absolute
value (ABS) and XOR function in the CNU are executed in
the digital domain.
Fig. 21 Timing waveform for parity check matrix
Fig. 22 Timing waveform for check node unit
Fig. 23 Timing waveform for variable node unit
Fig. 24 BER measurement results
8. EXPERIMENTAL RESULTS
All the circuits in TD-AMS including TDC and DTC are
developed verilog hardware description language in the same
way digital .These modules can be incorporated in the verilog
simulations of the system including general digital modules.
LDPC decoder with proposed time –domain analog and digital
mixed signal processing .LDPC is implemented in 90 nm
technology and Bit error rate (BER) measurement results is
calculated in MATLAB tool
9. CONCLUSIONS
The analog circuitry is reduced to two simple building blocks,
leading to less design complexity and lower power
consumption. But this trade-off is quite favorable given recent
technological advancements in nanometer CMOS
technologies. The proposed technique is binary search TDC
can enhance the delay and area efficiencies of computing
especially in applications where high calculation accuracy and
complete answers are not required, such as error correction
and Image processing. Bit error rate is reduced also power
consumption will be reduced.
REFERENCES
[1] Hiroyuki.Kobayashi,Kazurori Hashiyoshi,”An LDPC
Decoder with Time-Domain Analog and Digital
Mixed processing”.IEEE J of Solid
circuits,Vol.49,No.1 January 2014.
[2] B.K Swann et al.,”A 100-ps Time Resolution CMOS
Time to converter for positron Emission Tomography
Imaging Applications,”IEEE Journal of Solid-State
circuits,Vol.39,No.11,pp1839-1852.Nov,2004.

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[3] H.Lee and C.G.Sodini.”Anaolg to Digital
converters.Digitizing the Analog World ,”Proceeding
of the IEEE,pp.323-33.Feb 2008.
[4] J.P.Jansson,A.mantyniemi and J.Kostamovaana”A
CMOS Time to Digital converter with Better than
10ps single-shot precision,”IEEE Journal of Solid-
State Circuits,Vol.41,No.6,pp,1286-1296,June 2006.
[5] C.L Juscin et al,”An Integrated 16-channel CMOS
Time to Digital converter ,”IEEE Transactions on
Nuclear Science ,Vol.41,August 1994.
[6] R.G.Gallager,”Low Density Parity Check
Codes,”Ph.D.dissertation, Massachusetts
Inst.technol.,Cambridge,MA,USA.1963.
[7] D.Miyashita,R.Yamaki,K.HashiYoshi,H.Kobayashi,S
.Kousai,Y.Oowaki and Y.Unekawa,”A 10.4
pJ/b(32,8) LDPC Decoder with Time-domain Analog
and digital mixed signal processing ,” in IEEE
int.Solid-State Circuit conf .Dig.Tech papers ,2013
.pp 420-421.
[8] S. Hemati, A. Banihashemi, and C. Plett, “A 0.18- m
CMOS analog min-sum iterative decoder for a (32, 8)
low-density parity-check (LDPC) code,” IEEE J.
Solid-State Circuits, vol. 41, no. 11, pp. 2531– 2540,
Nov. 2006.

Td ams processing for vlsi implementation of ldpc decoder

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