IEEE TRANSACTIONS ON ADVANCED PACKAGING, VOL. 31, NO. 4, NOVEMBER 2008 731
Controlled Intersymbol Interference Design
Techniques of Conventional Interconnect
Systems for Data Rates Beyond 20 Gbps
Wendemagegnehu T. Beyene, Senior Member, IEEE, and Amir Amirkhany, Member, IEEE
Abstract—This paper presents a new design technique of high-
speed interconnects with controlled intersymbol interference (ISI)
to create efficient signaling over a band-limited channel. Perfor-
mance of high-speed electrical links is limited by conductor loss, di-
electric dispersion, and reflections in the board, package, and con-
nector. These nonidealities result in significant ISI. In current sys-
tems, the effect of ISI is either mitigated through complex equaliza-
tion, signal conditioning, and coding techniques, or through costly
impedance control and manufacturing processes. In the proposed
approach, instead of eliminating ISI, we shape the response of the
channel into a set of channel characteristics with controlled ISI
using simple passive structures in the board and the package. The
resulting controlled ISI is exploited at the transmitter and receiver
to simplify the architecture of the system and to achieve high data
rates. The techniques to design interconnects with controlled ISI
are reasonably simple to implement in conventional interconnect
technologies. Simulation examples are given to demonstrate the va-
lidity and advantages of the design technique using duobinary and
analog multitone (AMT) signaling methods.
Index Terms—Analog multitone (AMT) signaling, doubinary
signaling, intersymbol interference (ISI), partial response sig-
naling.
I. INTRODUCTION
H IGH-SPEEDdata transmissionover passive interconnectsis required to support the high-bandwidth demand of cur-
rent computing and communication systems. The bandwidth of
current chip-to-chip and backplane links is limited by the band-
widthofthepassivecomponents(package,board,connector),and
not by the operating speeds of the active circuitry in the trans-
mitter and receiver. The interconnect systems are band-limited
due to the loss and dispersive mechanism inherent to the inter-
connects and its surroundings. These nonidealities are more pro-
nounced in low-cost packaging, printed circuit board (PCB), and
connector technologies.Theinsertionlossofvarious lengthchan-
nels in conventional interconnect systems are shown in Fig. 1(a).
Thereceivedsignalenergyinlongchannelssuchasthoseinlegacy
backplanes is very small when the operating frequency exceeds
5 GHz. For medium and short channels, the detectable signal en-
ergy is limited to the frequency ranges of up to 10 GHz.
In addition to the attenuation, the discontinuities due to vias,
connectors, solder balls, and stubs severely limit the bandwidth
Manuscript received September 11, 2007; revised February 19, 2008. First
published May 16, 2008; current version published November 28, 2008. This
work was recommended for publication by Associate Editor P. Franzon upon
evaluation of the reviewers comments.
The authors are with Rambus Inc., Los Altos, CA 94022 USA (e-mail:
wbeyene@rambus.com; amir@rambus.com)
Color versions of one or more of the figures in this paper are available online
at http://ieeexplore.ieee.org.
Digital Object Identifier 10.1109/TADVP.2008.924224
of a channel. Some of these band-limiting structures are not part
of the signal path and they exist merely because of manufac-
turing artifacts or mechanical requirements. For example, the
via stubs in a conventional backplane and the plating stubs in a
wirebond plastic ball grid array (PBGA) package do not serve
any electrical purpose [1]. These via and plating stubs signifi-
cantly reduce the operating bandwidth of the channel by intro-
ducing resonances, as shown in Fig. 1(b). As a result, the traces
with long stubs show significant reduction in their bandwidth.
The increase in data rate over an interconnect is currently
made possible by designing controlled impedance interconnect
systems. In addition, the discontinuities created by connectors,
solder balls, and stubs have been mitigated so far by careful
compensation techniques [2]. However, as the data rate in-
creases, the compensation effect diminishes because of the
narrow band nature of the techniques and the increase in the
overall channel attenuation. Improved packaging, connector,
via technologies, and better materials can further improve
transmission characteristics of the channel. However, the cost
of the channel will increase significantly.
Another approach to mitigate the effect of ISI is the use of
equalization techniques [3], [4]. Unfortunately, for low-cost in-
terconnect technologies with long stubs, the frequency charac-
teristics have nulls that can be problematic for simple equal-
ization techniques. This requires complex on-chip digital signal
processing circuitry. An alternative approach is to use multilevel
signaling and pack the data into a small bandwidth [5]. Mul-
tilevel signaling, however, sacrifices the signal-to-noise ratio
(SNR) and adds to the complexity of the timing recovery cir-
cuits and to the power consumption of the system.
An alternative to these techniques, which all try to eliminate
ISI, is to control ISI and shape it to specific known patterns that
can be exploited at the receiver for efficient signal detection [6].
In this alternative approach, the design goal of an interconnect
system is to shape the response of the channel using trace and via
stubs (contrary to impedance matching), so that the system has
the desired characteristics to transmit higher data rates or has
simpler transmitter or receiver. Signal transmission technique
over controlled ISI channels are well studied in the literature
and a number of algorithms exist to choose from [7]–[9].
In Sections II, the state of the art link systems with transmit
and receive equalizers are briefly described. Then, two classes
of signaling techniques over controlled ISI channel, partial sig-
naling, and analog multitone (AMT) signaling are introduced in
Section III. Controlled ISI channel engineering is presented in
Section IV. In Section V, a design example of a high data rate
signaling and system is presented. Implementation details and
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732 IEEE TRANSACTIONS ON ADVANCED PACKAGING, VOL. 31, NO. 4, NOVEMBER 2008
Fig. 1. Insertion loss of lossy and discontinues conventional low-cost intercon-
nects. (a) Insertion loss of typical signal nets with varying length. (b) Insertion
loss of wirebond PBGA package nets with 2.6 to 4.5-mm-long plating stubs.
comparisons of various signaling techniques including duobi-
nary and AMT are discussed. Finally, the conclusion is given in
Section VII.
II. STATE OF THE ART LINK DESIGN
In high-speed link design, equalization and signal processing
techniques are used to mitigate the effects of ISI. Equalization
can compensate channel frequency-dependent loss and disper-
sion of long traces in boards and packages, and dispersion due
to device loadings [3]. Fig. 2 shows a block diagram of a state of
the art link. Both linear and decision feedback equalizers often
exist in current systems. The linear equalizer is a feed-forward
equalizer (FFE) that uses linear filters with adjustable param-
eters to compensate for channel distortion. This can be imple-
mented as transmitter preemphasis and/or receiver equalization
as shown in Fig. 3. Although, receiver equalization has many
advantages, the simplest and most cost-effective approach for a
multigigabits per second parallel bus is transmit preemphasis.
Transmit preemphasis compensates for the low-pass nature of
the channel by preemphasizing the high-frequency components
of the input signal, as shown in the transfer functions of the
transmit equalizer of Fig. 3. However, the transmitter uses part
of the signal amplitude budget to generate the preshaping sym-
bols following the main symbol which leads to reduced SNR.
The performance of systems with transmit and receive linear
equalization can easily be determined using linear analysis in
time or frequency domains. The preemphasis filter can be im-
plemented using analog techniques by integrating the filter into
each driver module as a parallel transmitter.
The decision feedback equalizer (DFE) is a nonlinear equal-
izer that employs previous decisions to eliminate ISI caused by
previous detected symbols on the current symbol to be detected.
The single-bit response (SBR) of a high-speed interconnect with
DFE is shown in Fig. 4. The DFE is not able to cancel the pre-
cursor ISI as it is causal. Consequently, the DFE often needs to
be paired with a FFE. DFE is the most effective way to cancel
postcursor ISI because as opposed to a transmit FFE it does not
reduce the transmit peak voltage budget and unlike a receive
FFE it does not amplify channel noise. However, a major cir-
cuit design challenge in the design of the first (few) postcursor
DFE taps is closing the timing for feedback loop in one (or few)
unit intervals, as shown in Fig. 5(a). This problem is particularly
more pronounced for the first DFE tap, as the received signal
has to be detected, multiplied by the appropriate weight coeffi-
cient, and subtracted from the incoming signal, all in only one
unit interval. A unit interval can be as small as 50 ps in 20-Gbps
2-PAM link. As a result the first DFE tap is often not removed
in high-speed links, or look-ahead computation is used to unroll
the loop and increase the delay in the feedback loop [10]–[12].
In one-tap loop-unrolled DFE, two decisions are made at
each cycle. One comparator decides the received signal as if the
previous received signal was a one, and the other comparator
decides the received signal as if the previous bit was a zero.
Once we know the previous bit, the correct comparator output
is chosen. A one-tap loop-unroll DFE is shown in 5(b). The
loop-unroll DFE makes two decisions on two conditioned eyes
using samplers that are offset by the first postcursor ISI tap
magnitude [10]. The lower and upper eye diagrams, are shown
in Fig. 6(a) and (b), respectively. The two eyes are split by
the amount proportional to the first post-cursor ISI tap. The
timing constraint in a loop-unrolled DFE is to accommodate
a flip-flop and a multiplexer in one unit interval, which could
still be a challenge at 20-Gbps. The number of samplers re-
quired for loop-unrolling for more than one tap increases as
. As a result, loop-unrolling for more than one
tap is generally avoided.
III. CONTROLLED-ISI LINK DESIGN
The equalization techniques described in the previous sec-
tion are targeting arbitrary forms of ISI. However, for the cases
where the communication channel has a well-defined pattern,
more efficient signal processing techniques are developed that
lead to simpler transmitter and receiver architectures. In this
section, we describe two of these techniques that are particu-
larly relevant to the link design approach we present later in this
paper.
A. Partial Response Signaling
Let us assume the ISI pattern in the communication channel
is so severe such that the previous bit gets added to the current
bit as the signal travels through the channel. In other words, the
received signal at time is given by
(1)
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BEYENE AND AMIRKHANY: CONTROLLED INTERSYMBOL INTERFERENCE DESIGN TECHNIQUES 733
Fig. 2. Block diagram of a state of the art link.
Fig. 3. Transfer functions of the channel along the transmit and receiver linear equalizers.
Fig. 4. Single bit response with 3-tap DFE applied at second, third, and fourth
postcursors.
Fig. 5. Delay in the feedback loop of DFE. (a) Standard DFE. (b) Loop-unroll
DFE.
where is the transmitted symbol at time . Then for a 2-PAM
system, the received signal can either be 0 or 2 if and
Fig. 6. Received conditioned eyes as seen by the upper and lower samplers. (a)
Upper eye. (b) Lower eye.
are equal, or it is 1 otherwise. Therefore, if we know what
is, we can find out what is using regular DFE or loop-unrolled
DFE. Alternatively, we may perform the following simple pre-
coding at the transmitter before transmitting the signal:
(2)
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734 IEEE TRANSACTIONS ON ADVANCED PACKAGING, VOL. 31, NO. 4, NOVEMBER 2008
TABLE I
CHARACTERISTICS OF SOME OF THE PARTIAL-RESPONSE SYSTEMS
where represents the XOR operation, and transmit instead
of . By doing so, it is easy to verify that levels 2 and 0 at
the receiver correspond to , and level 1 corresponds to
independent of the value of . Therefore, the en-
coding on the transmitter eliminated the need for DFE at the
receiver without increasing the transmitter voltage headroom
requirements since the transmitted sequence still consists of 1
and 0. This signaling technique is called duobinary signaling
and was first proposed by Lender [7]. If channel characteris-
tics are not exactly as described above, a linear FFE may pre-
cede the channel at the transmitter to equalize the channel to
the duobinary ISI pattern. Consequently, in practical systems,
duobinary signaling is generally used when channel character-
istics are close to a duobinary channel. Duobinary signaling
has already been demonstrated at 10 Gbps and beyond over a
long FR4 backplane [9]. Other classes of partial-response sig-
naling also exist which are specific to other types of channels.
The characteristics of the few common partial response systems,
duobinary, dicode, modified duobinary, and class 2, are shown
in Table I.
The frequency responses and impulse responses of duobi-
nary, dicode, modified duobinary, and class 2, are also shown
in Fig. 7(a) and (b), respectively. The duobinary channel is a
low-pass filter with a null frequency at , and the di-
code is a high-pass filter with a null frequency at . The
modified duobinary is a bandpass filter with null frequencies at
both , and . The class 2 system is also a low-pass
system with null at a , but with different roll-off shape
than that of a duobinary channel.
The eye diagrams of the duobinary and the class 2 systems
are shown in Fig. 8(a) and (b), respectively. The duobinary and
the class 2 systems have three and five levels, respectively.
B. Multitone Signaling
Partial response methods explained in the previous section
mainly exploit the part of channel bandwidth before the first
notch in the frequency response of the channel. However, for
example, in the case of a duobinary channel with a frequency
response of , channel frequency response bounces
back to nonzero values after the first notch frequency. In fact,
notches in the frequency response happen at equally spaced dis-
tances at and additional channel bandwidth ex-
ists for signal transmission between every two notches, which is
not utilized by duobinary transmission. In these cases, it is pos-
sible to transmit a multitone sequence consisting of a duobinary
stream centered at dc and a set of passband duobinary streams
centered around nonzero carrier frequencies.
A new multitone architecture suitable for high-speed links,
called analog multitone (AMT), was recently proposed in
Fig. 7. Frequency-domain characteristics and impulse responses of a few
common partial response systems: duobinary (class 1), dicode, modified-duobi-
nary, and class 2. (a) Frequency-domain response. (b) Time-domain response.
[13]–[15]. A simplified three-channel AMT system is shown in
Fig. 9(a). The input bit stream is parallelized to three streams
with each substream running at one-third of the total bit-rate.
Each substream is consequently modulated to its respective
carrier frequency and the combined signal is sent over the line.
Fig. 9(b) symbolically shows the frequency responses of the
individual subchannels at the receiver input. In an AMT system,
all carrier frequencies are integer multiples of the substream
symbol rate. When no ISI exists, the substreams are separated
from each other at the receiver using mixers and integrators. In
practical systems with ISI, feed-forward equalizers are placed
at the transmitter per substream to maintain the orthogonality
between the substreams at the receiver input. The mixers at
the transmitter are also combined with the transmit equalizers
and performed in the digital domain. Similar to a conventional
nonreturn-to-zero (NRZ) system, every substream in an AMT
system can have a DFE at the receiver, and DFEs can even
exist between the substreams to cancel postcursor interchannel
interference (ICI). However, the DFE in AMT runs at the
substream rate, which is a fraction of the total system bit rate.
Therefore, timing constraints are relieved. Over a duobinary
channel , if the substream rate is set equal to , the
channel delays the combined signal at the transmitter output
(and consequently the individual constituent substreams) by
a full substream cycle and adds it to itself. However, since all
carrier frequencies are integer multiples of , this operation
does not affect the orthogonality between the substreams.
As a result, after mixing and integration at the receiver, each
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BEYENE AND AMIRKHANY: CONTROLLED INTERSYMBOL INTERFERENCE DESIGN TECHNIQUES 735
Fig. 8. Eye diagrams of partial response signals at 20 Gbps data rate for (a)
duobinary (class 1: three levels) and (b) class 2 (five levels). (a) Doubinary. (b)
Class 2.
Fig. 9. Three-channel AMT system and the subchannel frequency responses.
(a) Three-channel AMT system. (b) Subchannel frequency responses.
substream is separated as a duobinary sequence. Consequently,
duobinary encoding can be performed per substream at the
transmitter to simplify detection per substream.
Even though we based the argument in this section on a duobi-
nary channel, all the arguments can be extended to all the vari-
ations of partial response signaling methods introduced in the
previous section.
IV. CONTROLLED ISI CHANNEL ENGINEERING
High-speed link channels are generally such that eliminating
ISI with the aid of equalization techniques leads to fairly com-
plex systems and substantial power-consumption. On the other
hand, link channels are generally low-pass with sharp rolloffs.
Therefore, they are close, but not exactly the same as the low-
pass partial response channels in Section III. Even if the channel
has a notch similar to duobinary system, the notch frequencies
may not correspond to the target signaling rate. Therefore, to
create an equivalent partial response channel certain amount of
equalization is necessary at the transmitter which leads to in-
creased power consumption and reduces SNR. In this paper, we
propose an alternative method to create partial response chan-
nels out of regular link channels by adding passive waveguide
structures to the PCB trace and on the package.
Fig. 10(a) shows a simple interconnect system with a
single stub to tune its transfer characteristic. The response of
the system can be shaped by changing the stub length and
impedance. The length of the stub determines the frequency
nulls, whereas the impedance of the stub affects the roll-off, as
shown in Fig. 10(b) and (c), respectively. The length of the stub
and the first null frequency are related by
(3)
where is the speed of light, is the relative permittivity or
dielectric constant of the material, and is the length of the stub.
For a low-loss material, the channel magnitude responses are
relatively insensitive to the position of the stub.
By having multiple stubs, a desired spectral shape can be
closely approximated
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