PROJECT SUMMARY
The goal of the research plan described in this proposal is to investigate extensions of a design
methodology for a class of low noise integrated oscillators in the application areas of
telecommunications, high speed microprocessors, and oversampled data conversion. The goal of
the teaching plan associated with this research is for the Analog Microelectronics Laboratory at
WPI to become an integral resource for educating both undergraduates and graduate students in the
complete integrated circuit design process. In addition, there will be outreach to younger students
(secondary school age and below) from groups traditionally underrepresented in science.
Research plan summary
The central theme of the research plan in this proposal is the design of analog and mixed signal
integrated circuits for telecommunication systems in which system-level performance is ultimately
limited by fundamental circuit-level considerations. Integrated circuit design is giving way to
integrated system design, as improvements in IC processes and design tools allow designers to
push performance limits in speed, power, and integration. Even as circuit and system complexity
increase, however, there remains the need to guide design by connecting system-level performance
to fundamental limits imposed by circuit-level considerations, for example thermal and shot noise.
A critical component in any integrated communication system is an oscillator that provides a
time/frequency reference for the data transmission and detection process. There are three main
classes of oscillators that can be considered for integrated circuit design: harmonic, multivibrator,
and ring oscillators. The harmonic and multivibrator oscillators have been thoroughly analyzed
and procedures have long been available for designing to a given noise specification. The broad
class of ring oscillators offer many advantages for integrated oscillator design, but until recently
there were no procedures available to design for a desired level of noise performance.
The research that is described in this proposal is based on a new design methodology for ring
oscillators that has been proven successful at frequencies up to 155MHz in a bipolar IC process.
The key insight from this methodology is the linkage of system-level performance to fundamental
limits imposed by circuit-level considerations, for example thermal and shot noise. The value of
this research in targeted, specific applications has been shown by industry: Analog Devices
Semiconductor, Inc., has already committed to fund a fellowship for graduate student time to
extend this methodology to the speed of 622MHz required for the next generation of information
transmission systems. The purpose of the research proposed to NSF is to extend and broaden the
methodology to higher speeds, new applications, and more fabrication technologies. The low jitter
oscillator design techniques will be extended in several ways:
- Higher speed: 2.5 GHz oscillator design
- Fabrication technology: CMOS
- Reduced supply voltage: 3.3V and below
- Other applications: wireless communication, high speed microprocessor design,
oversampled data conversion.
Teaching plan summary
The theme of the education plan is to disseminate the lessons learned in this research to
students at all levels:
- Graduate: by direct involvement in research, and development of a graduate course
which addresses fundamental noise issues in the context of mixed signal circuits
and systems.
- Undergraduate: by involvement in senior-year research projects which will benefit
students bound for either industry or graduate school.
- Secondary: by outreach to younger students from groups traditionally
underrepresented in science, through participation in research internships and
awareness of the field of electrical engineering.
Research Plan:
LOW-NOISE DESIGN TECHNIQUES FOR TELECOMMUNICATIONS
INTRODUCTION
The unifying principle behind this research is the development of design methodologies for
mixed signal integrated circuits and systems. As the design of integrated circuits increases in
complexity to become the design of integrated systems, it becomes more necessary to guide design
by connecting system-level performance to fundamental limits imposed by circuit-level
considerations, for example thermal and shot noise. The research described in this proposal
follows from a simple design methodology that was developed with this overall philosophy in
mind. This methodology has been extremely successful within the original set of tasks it
addressed, which is the design of low noise integrated oscillators for use as the time/frequency
reference in 155MHz data communication. Section (i) describes the original application of this
design approach, as well as related areas which face similar design tasks and will benefit from an
expansion of the design methodology. Section (ii) describes the methodology and the design
insights that follow from its unique approach.
Section (iii) describes a relatively straightforward extension of the design methodology from
155MHz to 622MHz. This is a short-term project which is closely coupled to a particular data
communication application. Preliminary work on this project has shown that, although the basic
approach of the methodology is sound, some of the simplifying assumptions that hold at 155MHz
are being stretched at 622MHz. To maintain confidence in the design methodology, further
improvements in system performance must be accompanied by improvements in the design
methodology. Section (iv) describes the necessary improvements in the design methodology.
This is a long term project and is more research oriented, since it is not as closely coupled to a
particular application. As will be seen, improvements in each of the areas of speed, power
consumption, and process technology stress different aspects of the simple design methodology.
It is expected that expanding the methodology in each of these areas will yield valuable insights for
the design of low noise integrated systems.
i) ORIGINAL APPLICATION
The main application for which this work was originally done is serial data transmission over
a fiber optic link. One example is the AT&T Synchronous Optical Network (SONET) standard
[1]; another is the emerging Asynchronous Transfer Mode (ATM) protocol. This kind of system is
shown conceptually in
Figure 1
. To reduce interconnection hardware, only the data is transmitted
over a single fiber link. At the receiving end of the link, the optical signal is converted to an analog
voltage waveform by a transconductance amplifier. The function of the clock recovery circuit is to
process the analog input voltage Vin and generate the corresponding bit clock RCLK. This
recovered clock signal is used as the clock input to a D flip-flop, which samples Vin to develop the
output serial data stream.
For this application, the measurement goal is to determine how well the clock recovery
function can be performed. The timing diagram in Figure 1 shows the ideal case when clock
recovery is performed perfectly: There is no phase error in the recovered clock, and RCLK
samples Vin at the exact center of the bit period. This gives the minimum bit error rate (BER).
Any deviation of RCLK from the ideal will increase BER.
Increased BER is not the only negative effect of jitter in serial data communication systems.
In a repeatered system, where the recovered clock is also used as a transmit clock for a subsequent
data link, phase jitter reduces the number of links that can be cascaded before jitter becomes
unacceptably large [2].
In evaluating the performance of a data link, the end user must be concerned with many other
possible influences on BER. Among other factors that can degrade system BER in a fiberoptic link
are power loss and dispersion in the optical fiber, inadequate optical power input at the transmit
end, and noisy optical-to-electronic conversion at the receive end.
To assess its contribution to BER, the clock recovery block can be tested independently, as
shown in
Figure 2
. The input is an ideal data waveform; the recovered clock is then compared to
the transmit clock using a communications signal analyzer. If there were no jitter, the phase
difference between the clocks would be constant (due only to static phase and propagation delay
differences). In the presence of jitter, there is a distribution of phase differences. To estimate the
distribution, the CSA compiles a histogram of phase measurements as shown in Figure 2. The
standard deviation of this distribution is the end user's figure-of-merit for characterizing the jitter
performance of the clock recovery block. Jitter errors are typically of order 1% of a unit interval; at
a 155MHz data rate the unit interval is 6.4 nsec, so the jitter errors to be measured are of order
picoseconds. Of course the time base stability of the measuring instrument must be better than the
clock waveform that is being measured.
There are additional ways of measuring phase and phase errors. The phase noise power
spectral density is a measure of stability in the frequency domain. In this case a spectrum analyzer
or specialized phase noise measurement system is required. In properly functioning systems, the
magnitudes of the phase noise measurements is quite small; typically of order -100dBc/Hz or
lower.
One approach for generating the recovered clock is to use a phase-locked loop (PLL) [3-7] as
shown in
Figure 3
. This has the advantage of being integrable, and thus relatively inexpensive. In
the PLL, the time reference for the recovered clock is provided by a voltage controlled oscillator
(VCO). The design methodology described in section (ii) was developed to connect fundamental,
circuit-level noise sources to the system level instability of the VCO clock.
In addition to this work's relevance to serial data transmission systems, there are several other
important system applications requiring low jitter performance from PLLs that perform a clock
recovery function:
- Disk drive clock recovery
- Data is usually stored on magnetic media with no reference track to indicate bit boundaries.
Therefore when data is read from the magnetic medium, there is a need to recover a clock signal
from the data to determine the bit boundaries. Low jitter is necessary since any increase in jitter increases read errors [8].
- Generating high speed digital clocks on-chip
- As digital processor and memory chips become capable of operating at clock rates exceeding
100 MHz, the problem of distributing such a high speed clock throughout a system becomes more
difficult. One approach to solving this problem is to distribute a lower frequency clock, and
multiply this clock to the higher frequency with an on-chip PLL [9]. Low jitter is necessary since
any increase in jitter reduces timing margin for digital signals that rely on the clock.
- Oversampled Data Conversion
- A PLL can be used to generate the high-speed clock required for delta-sigma A/D and D/A
conversion in digital audio applications. Low jitter is necessary since phase noise on the clock can
be aliased into the audio band to produce audible, objectionable artifacts in the reconstructed analog
waveform [10].
- Wireless Communication
- A PLL can be used to integrate the local oscillator (LO) function required for signal
modulation and demodulation in radio frequency (RF) communication ICs. In this case,
frequency-domain performance is important since phase noise on the LO will translate into noise in
the signal band after demodulation [11].
ii) THEORETICAL APPROACH
Three types of oscillator can be considered as candidates for the VCO: Harmonic, relaxation,
and ring oscillators. A harmonic oscillator is characterized by an equivalence to two energy storage
elements, operating in resonance, to give a periodic output signal. The actual resonant element
might be an LC tank or a quartz crystal. Resonant circuit-based VCOs are known to have excellent
jitter performance [12]. Unfortunately the requirement of an off-chip tank or crystal defeats the
purpose of integrating the PLL function. Although integrated inductors have been reported in the
GHz frequency range [13], these generally have low quality factor Q due to resistive losses, and in
any case are not practical in the 100 MHz to 1 GHz frequency range. Analysis of noise in
resonant-based VCOs is well developed in the literature, and design techniques for realizing low
jitter performance have been well understood since the late 1950s [14-16]. In general, the noise
analysis has been approached in the frequency domain, with the high Q of the circuit resonance
filtering noise into a narrow band near the fundamental frequency.
A relaxation (multivibrator) oscillator is characterized by an equivalence to one energy storage
element, with additional circuitry that senses the element state and controls its excitation to give a
periodic output signal [17]. Fully integrated clock recovery PLLs have been described using
multivibrator VCOs [6, 18-20]. In general, jitter analysis for this type of oscillator has been
approached in the time domain [17, 21, 22]. The jitter performance of the multivibrator is known
to be worse than the harmonic oscillator, although design techniques for improving jitter have been
available since the early 1980s [17, 23, 24]. For fully integrated VCOs, there is a need for
improvement of jitter beyond the best achieved by the multivibrator.
The third class of oscillator is the ring oscillator: a loop of N delay stages with a wire
inversion, as shown in Fig. 3. The ring will oscillate with a period of 2N times the stage delay.
Voltage controlled ring oscillators have frequently been explored as an alternative to the
multivibrator for fully integrated, lower jitter clock recovery PLLs [3, 25-31]. Like the
multivibrator, a ring oscillator is fully integrable. In addition, some of the empirical results show promise
of excellent jitter performance [31]. However, prior to the development of the methodology
described here, a survey of the literature showed that there had been no theoretical analysis of jitter
in ring oscillators. Thus there were no techniques available for designing to achieve lower jitter in
a ring oscillator. Perhaps one reason that analysis of jitter in ring oscillators has lagged is that the
ring does not fit well into either of the harmonic or multivibrator oscillator models. The number of
energy storage elements is not as explicit; in fact there are many "energy storage elements" since
the ring is composed of multiple stages. Thus, a new approach was needed to give designers
confidence in designing to achieve a given level of jitter performance.
The design methodology that fulfills this goal was developed by the author and verified in [4].
First a simple technique was developed to establish correspondence among time and frequency
domain measures of jitter with the PLL loop open or closed. Relating time and frequency
measures is important to ensure that the design methodology is relevant to all of the applications
mentioned in section (i) above, since the effects of noise in limiting performance can be viewed in
the time or frequency domain. Relating open-loop and closed-loop performance is important to
simplify the design process, since an open-loop oscillator can be examined (and simulated) in
isolation from other system components.
The key challenge that was addressed in developing the design methodology is connecting
noise performance at four different levels of complexity, as shown in Figure 3: the overall clock-
and data-recovery system, the phase-locked-loop within the clock recovery function, the delay
stages in the PLL voltage controlled ring oscillator, and the individual circuit-level components
within the delay stage. The major contribution of this approach is the identification of a time
domain figure-of-merit that applies across all levels of complexity. At the system level, this figure-
of-merit can be related to jitter performance as measured by the end-user in both the time and
frequency domains. At the component level, the figure-of-merit is related to fundamental sources
of jitter in the oscillator, such as thermal noise and shot noise. The result is a design procedure
which gives explicit constraints on circuit elements (such as resistance and capacitance values and
bias currents) as a function of desired jitter performance.
To keep the scope of the analysis manageable, the technique was developed in the context of a
ring oscillator composed of differential-pair delay stages fabricated in a bipolar technology. To
simplify the analysis and make the results easier to interpret, a number of assumptions were made:
- The delay of the differential pair is dominated by a single RC time constant
- There is no gate-to-gate interaction of jitter errors
- To first order, jitter is independent of the number of delay stages in the ring
- The oscillator signal is much larger than the linear region of the differential pair
- The magnitude of the oscillator signal is much larger than the magnitude of the noise that
causes the jitter
The validity of these assumptions has been confirmed by test results on a family of 155MHz
PLLs, which have been fabricated in a dielectrically isolated complementary bipolar process. The
design procedure predicted the measured jitter performance to an accuracy of within 10%, which is
excellent for predicting noise performance.
With these assumptions, the resulting design equations yielded significant intuitive insight into
the effects of design choices on system-level noise performance. For example, it was discovered
that there are straightforward, fundamental linkages between system level noise and circuit level
considerations such as power dissipation and oscillator waveform amplitude. Additional
confirmation of the validity of this approach was obtained by expressing the well known results of
the harmonic and multivibrator design procedures in the form of this design methodology. The
resulting expressions for the relationship between noise performance and fundamental power
dissipation were similar for all three classes of oscillators. This is a strong indicator that this
approach has promise to apply to the entire class of ring oscillators. The key question to be
answered is: What will happen as assumptions 1 - 5 need to be modified or discarded as the
methodology is extended?
UNIQUE FEATURES OF THIS APPROACH
There are several unique features of this general approach that show promise for further
investigation in applications at higher speed, lower power, and in other fabrication technologies.
- Successful theoretical description of a widely used class of oscillators
- Until this approach was developed, there were no ring oscillator design techniques comparable
to those available for harmonic and multivibrator oscillators. Extension of this approach will
further enable confident design of high performance integrated oscillators for a wide variety of
important applications.
- Relating noise performance over several levels of complexity
- These techniques allow the designer to conduct analysis and synthesis at whichever level of
complexity is most convenient, while confidently being able to predict the ultimate system-level
jitter. For example, a full (transient analysis mode) simulation of the VCO would require an
inordinate amount of computer time due to the large number of components in the VCO circuit.
However, simulation at the gate level is tractable and provides valuable information which can be
related to system-level jitter performance.
- Speed design by relating fundamental parameters to system level performance
- The ability to traverse several levels of complexity, from system-level performance to circuit-
level constraints, is very valuable in the early stages of design when system level power and
performance budgets are being roughed out. For example, in the case of low power design, the
technique sets a limit on the best possible jitter that can be achieved for a given DC power
dissipation. Thus, even before proceeding with detailed circuit design, the designer knows
whether a given jitter performance goal can be achieved within a given power constraint. As
another example, the technique relates waveform amplitude and jitter. Thus in the case of low
supply voltage design (with little headroom for large signal swings), it is possible to immediately
determine the best possible jitter that can be achieved at a given signal amplitude.
- Identification of individual contributions to jitter performance
- The design procedure yields expressions for the absolute noise contributions from different
sources of jitter, allowing the designer to determine which source is the major contributor in a
given design. This is an essential part of simplifying the design process, which at the circuit level
involves many variables, for example transistor geometry, resistance and capacitance values, and
DC bias currents. Considering all the permutations of design decisions, there are literally
hundreds of design options available. The ability to identify which options are most effective in
reducing noise is tremendously valuable in speeding design.
- Relating open loop and closed loop performance and measurements
- The relationship between open-loop and closed-loop performance simplifies design by
allowing the designer to isolate VCO design as a separate task. In addition, the open-loop/closed-
loop relation is also useful in evaluation of actual devices. From open loop VCO measurements,
we can predict what the closed loop performance should be if limited only by the VCO jitter. Then
we can compare this prediction with actual measurements to determine if other PLL components
(such as the phase detector or loop filter) are degrading the closed loop performance.
The following sections describe two projects that seek to extend the design insights developed
in this approach. The first is a short-term project that is being funded by an industry sponsor and
will be completed by the end of 1996; the second is long-term research that is the basis of the work
being proposed to the CAREER program.
iii) 622MHz SYNTHESIZER FOR TELECOMMUNICATIONS
This research will investigate the applicability of the low-jitter design technique in a
straightforward extension to a 622MHz VCO. Analog Devices Semiconductor, Inc., has already
committed to fund a fellowship for graduate student time to perform this work.
This work will begin to investigate the applicability of the jitter theory at higher speeds. As
mentioned previously, the design procedure has been used to design low-jitter VCOs in the
155MHz frequency range. The noise predictions of the theory have been quite good, within 10%
of actual measurements. Some preliminary investigation at 622 MHz indicates that there will be
some accuracy degradation as the simplifying assumptions begin to break down. How much
accuracy degradation will there be at higher speeds, where some of the simplifying assumptions
made in the theory may not apply? If there are high speed effects, can the theory be modified to
take them into account?
As part of the fellowship support, Analog Devices has committed to provide some support in
the area of test equipment - specifically, some time will be made available on a bit error rate (BER)
tester to test performance in the particular data communication application. Although this is
sufficient for Analog Devices' product development purposes, it is insufficient to verify the
theoretical predictions in the frequency domain and across different levels of complexity. Due to
the time and money constraints of the industry environment, there is no time available on general
purpose test equipment to investigate the full implications of the design methodology.
It is essential to verify the methodology by fabricating and fully testing prototype chips that
implement a system function. As indicated above, Analog Devices is supporting fabrication.
However, since only "pass-fail" testing is being supported under the Analog Devices fellowship,
NSF support is being requested for test equipment under the CISE Research Instrumentation Grant
program. This will allow full testing of fabricated chips, and comparison of the measured
performance to the predictions of the design methodology. This equipment will also be used in
evaluating the integrated circuits designed and fabricated under the long-term research described
below.
iv) METHODOLOGY EXTENSIONS: LOW NOISE INTEGRATED CIRCUIT DESIGN FOR
TELECOMMUNICATION SYSTEMS
This work will extend this theoretical approach to much higher speeds (2.5GHz) as well as
other applications and technologies. This is the research that is being proposed to the CAREER
program, and is anticipated to require a four year time frame. Since this work is longer-term (more
research-oriented than near-term product-oriented) it is less likely to be funded by industry.
The goal is to extend the low jitter oscillator design methodology in several ways:
- Higher Speed: 2.5 GHz oscillator design
- As stated earlier, investigation into 622MHz operation is a short term goal that will be partially
supported by Analog Devices. The next SONET data transmission rate is 2.5GHz, which is a
natural goal for the next stage of investigation. This is a suitable frequency for other reasons as
well - a capability to 2.5GHz incorporates wireless communications such as cellular telephony at
frequencies in the 800MHz to 1.9GHz range [11].
There are two ways to modify the ring oscillator design to allow operation at these higher
frequencies: reduce the delay time of each gate, and reduce the number of gates in the ring. These
steps inherently cause the simplifying assumptions to break down:
- Assumption 1: As the dominant RC time constant is reduced to reduce delay and increase
operating frequency, other delay mechanism such as carrier transit time and parasitic
capacitances become significant contributors to delay. Representing the gate delay as being
due to a single RC time constant is no longer feasible, and the theory will have to be
broadened to take into account the effects of other significant delay mechanisms.
- Assumption 2: As shorter ring lengths are used to achieve higher frequency operation, gate-
to-gate interaction of jitter errors becomes more likely. The theory will have to be
broadened to consider the effects of previous jitter errors on the jitter errors of succeeding
delay stages.
- Assumption 3: If there is gate-to-gate interaction, it is reasonable to expect that jitter will no
longer be independent of the number of delay stages in the ring. The theory will need to be
extended to incorporate the effects of rings of different lengths.
Will it be possible to express the results of this broadened theory in a simple enough fashion
to preserve the intuition and insight offered by the simple theory? This is the major question to be
addressed as the methodology is extended to higher speeds.
- Fabrication technology: CMOS
- The original application for the simple theory was in a bipolar IC process. However the
majority of ICs are fabricated in CMOS for cost reasons, even though the lower transconductance
of MOS transistors make the CMOS process less technically suitable for analog tasks such as
oscillator design. For the design methodology to be applicable to as many designs as possible, it is
very important that it be extended to include CMOS.
Development of the original theory was considerably simplified by assuming the oscillator
signal to be much larger than the linear region of the differential pair (assumption 4). This "large
signal" assumption is no longer true in the CMOS process, and the theory will need to be modified
to take this into account.
- Low Power / Low supply voltage
- The increasing emphasis on portable personal computing and communication [11] has
intensified the drive to lower power, lower voltage integrated circuits. The simple theory was
developed in a 5V-power-supply environment, where it was easy to meet the "large signal"
assumption described above. As supply voltages shrink to 3.3V and below, however, there is less
"headroom" for a large signal swing. As the oscillator signal amplitude is necessarily reduced, the
"large signal" assumption breaks down.
- Other applications
- The overall applicability of the theory has been demonstrated in the system-level application of
data communication, in which the fundamental performance metric is a time-domain measure.
Other applications, such as wireless communication and oversampled data conversion, have
performance metrics in the frequency domain. To expand the proven fields of applicability of this
theory, it will be necessary to fabricate ICs that perform system level functions in these fields.
Then the ability of the theory to link performance across several levels of complexity can be
verified in these other important application areas.
METHOD
The method of this research will be to design and fabricate two general groups of integrated
circuits: ICs that implement a system-level function and ICs with special purpose evaluation
structures.
The goal of the special purpose evaluation ICs is to (as nearly as possible) isolate the
assumptions of the basic theory to test where they break down, and illuminate how the theory
needs to be modified and extended to capture circuit and system noise behavior at higher oscillator
frequencies. The original methodology works at very well at low frequencies such as 155MHz
where the simplifying assumptions hold. The simplifying assumptions trade off accuracy, but at
low speeds the accuracy loss is modest and the bonus is a simple theory with intuitively pleasing
results that provide a powerful guide to design. Pushing to the higher frequencies required by
future applications (2.5GHz) inherently breaks these assumptions, and we can expect that
significant modifications of the theory will be required.
The ICs that implement a system-level function are needed since the essential feature of the
methodology is linking circuit level considerations to system-level performance. As the theory is
modified, it is essential to verify the resulting design procedure by fabricating and testing prototype
chips that implement a system function.
Research impact
This research will be very valuable in extending and completing this design approach for ring
oscillator design. With this extension of the methodology, design techniques for low-noise ring
oscillators will be at the same level as techniques which are available for harmonic and
multivibrator oscillators. Having a similar set of design tools for ring oscillators, which have been
shown to have better performance than the multivibrator, would be a tremendous aid to the design
of integrated communication systems. For example, a low noise design technique would be an
indispensable resource for design of low phase noise oscillators for use in wireless communication
ICs. The support of an industry partner such as Analog Devices is an indication of the direct value
of this type of research to the technical community.
Teaching Plan
In addition to the inherent value of this research, there will also a significant benefit to the
educational community at WPI. I intend to use this research in the Analog Microelectronics
Laboratory as an integral part of my overall teaching plan in analog and mixed signal integrated
circuit design. My goal is to establish a complete integrated circuit design and test environment in
as cost-effective a manner as possible. This facility will be used to educate students in the circuit
design process by conducting research into the advanced circuits made possible by improvements
in semiconductor process technology.
As can be seen from my
biographical sketch
, from 1983 to 1990 I worked in industry as a
practicing engineer, both as a designer and as a manager of design groups. This experience has
indelibly formed my outlook on teaching. My goal is an education that produces a design engineer
who is knowledgeable in all stages of the design process including manufacturing, testing, and the
end customer's application. Note that this is indeed education, rather than training: the design
methodology described above is not a mindless "cookie cutter" procedure, but rather forces the
designer to confront fundamental physical issues. Being aware of fundamental considerations is
essential to fundamental advances in circuit performance.
I have already received some funding from industry partners (Analog Devices, EG&G
Reticon) to conduct applied research. Using this funding, I have been able to set up a lab facility
with workstations and software for the complete circuit design and
simulation process required for success in a production environment: schematic capture,
simulation, layout, parasitic extraction, layout-vs.-schematic verification. Fabrication facilities are
available through MOSIS and the industry partners. The equipment required to test the fabricated
circuits (thereby verifying the design principles and completing the design process) has been
purchased under the CISE Research Instrumentation Grant program. The lab will be a tremendous
enabling resource for test and evaluation to "complete the loop" for the design process. By
pushing for a capability to include 2.5GHz speeds, this lab will be a valuable resource for many
years to come.
Involving undergraduate students in research
An essential part of my teaching plan is to use this lab will also be a resource for involving
undergraduate students in research. This will provide several benefits to the students involved:
students continuing in graduate school will have experience that is valuable to the research
community; students going into industry will have experience in mixed signal circuit design
techniques that are desired by employers.
A graduation requirement for WPI seniors is completion of the Major Qualifying Project
(MQP), a capstone design experience in the student's major field. I have completed a revamping
of the undergraduate analog curriculum so that students entering the senior year will be able to
complete a mixed signal integrated circuit design as their MQP project. The students will have full
access to this lab to work on the design and test of their integrated circuit project.
An example of this commitment is an MQP that I am now advising, in which a three-student
team is designing an integrated circuit for a hand-held pH meter. This project is in collaboration
with researchers in WPI's Biomedical Engineering department and the University of Massachusetts
Medical School in Worcester. The IC will allow speedy measurement of tissue acidity, which has
been determined to be an indicator of infection. The IC will interface to the pH probe at the input,
perform all necessary signal processing and data conversion, and interface to an LCD readout to
display the pH measurement.
Interdisciplinary collaboration
The pH measurement chip also shows the collaborative nature of work that can be done in
analog and mixed-signal integrated circuit design. Another collaborative project that is ongoing in
the laboratory as equipped at present is in cooperation with the department of Mechanical
Engineering. This project involves development of an instrument for nondestructive evaluation of
mechanical parts fabricated in a powder metallurgy process [32]. The technique involves
measurement of resistivity by measuring the voltage distribution on the surface of a part while a
current is being injected through the part. Flaws are shown as an increase in resistivity, and thus
an increased voltage drop.
Graduate recruitment
Of course, the research capability will also be beneficial to our graduate program. In fact,
experience at WPI has shown that many of our best graduate students are recruited from the
graduating class. Seniors who have demonstrated an interest and proficiency in a field, particularly
through their MQP, make a natural transition to graduate study and research. I believe that the
opportunity provided by this research will be a great recruiting tool for bringing the best seniors
into the analog and mixed signal IC design research flow.
Graduate teaching plan
The overall goal of this research, relating fundamental noise sources to system level
performance, is reflected in a course I am developing at the graduate level. This is a course in what
might be termed "applied noise." In general, the current teaching of the analysis of probabilistic
systems involves the development of a theoretical framework for describing problems, and tools
for analysis within this framework. The advantage of this approach is that it is very general and
applies to many disciplines. However, this generality can be a disadvantage since the applications
of the general techniques to a specific discipline are often unclear.
This course will focus on the application of stochastic process analysis techniques to problems
encountered in analog and mixed signal integrated circuit design. The course is intended for first
year graduate students and seniors. The course will begin with a demonstration of fundamental
concepts through design, experiment, and simulation, and culminate in a design project showing
that the students have mastered the ability to apply probabilistic concepts in a mixed signal
integrated circuit design.
In addition to the significance of this course as an addition to the graduate curriculum, I
believe that this would also be valuable to engineers in the field who would be able to take this
course on a part-time or non-degree basis. It has been my experience that engineers in industry,
under tremendous cost and schedule pressure, don't really understand noise and just get by on
"rules of thumb." This is fine until the engineer encounters a situation where the rule of thumb
fails - without a theoretical context to describe and analyze the problem, the engineer is at a dead
end. This course would satisfy what I believe is a hunger on the part of practicing engineers to
bridge theory and practice in understanding noise and random processes in real world circuits and
systems.
My experience with my Ph.D. thesis represents a prior accomplishment in this area. I gave
several in-house presentations at Analog Devices, Inc., who funded my Ph.D. research. In every
case there was tremendous interest, since the theoretical technique developed in the thesis was
demonstrated to predict the noise performance of a 155MHz oscillator to within 10% of the design
value.
Teaching experience
In the two years I have been at WPI, I have demonstrated my commitment to teaching and this
has been reflected in the teaching evaluations I have received. At the conclusion of each course,
students fill out a survey form with questions relating to the instructor's teaching, such as:
- The instructor established clear objectives for the course
- The instructor organized the course well
- The instructor was well prepared to teach each class
- The instructor stimulated my interest in the subject matter
- The instructor provided adequate assistance outside the classroom
The response options are: strongly disagree (SD), disagree (D), agree (A), strongly agree
(SA). The
student responses
are tabulated anonymously, and the percentages reported publicly on
the World Wide Web.
The evaluation results for the six courses I have taught since coming to WPI are shown in Table
1. "N" indicates the number of student responses in each case. In courses ranging from the
sophomore level (course numbers 2201, 2012) through senior (4902) and first year graduate
(529), an average of 98% of the students agree or strongly agree with a positive evaluation of my
teaching ability. I believe this demonstrates my commitment to excellence in teaching, and
indicates that I am able to transfer the insights and experiences of research into the classroom.
Table 1. Course Evaluation Results.
COURSE |
TITLE |
SD % |
D % |
A % |
SA % |
N |
2201 |
Microelectronics I |
0 |
3 |
47 |
50 |
64 |
2012 |
Introduction to Digital Circuits |
0 |
1 |
41 |
57 |
45 |
3204 |
Microelectronics II |
1 |
2 |
36 |
60 |
28 |
3204 |
Microelectronics II |
0 |
2 |
38 |
60 |
31 |
4902 |
Bipolar Analog IC Design |
0 |
0 |
36 |
64 |
8 |
529 |
CMOS Analog IC Design |
0 |
1 |
48 |
50 |
17 |
TOTAL |
|
0.2 |
1.9 |
41.1 |
56.8 |
193 |
Outreach to secondary-school students: the STRIVE program
I intend to continue my involvement in WPI's Strive program. This program involves
outreach and mentoring to minority high school students during the summer between their junior
and senior years. This is an outstanding way to increase involvement in engineering for students
who have been traditionally underrepresented in the sciences.
During the summer of 1995, I worked with two Strive students, who worked a two-week
internship in my laboratory. This work was an example of the linkage I try to maintain between
my research and education - the students worked on circuitry for a 20 bit analog-to-digital
converter for use in a collaborative project with the M.I.T. Center for Space Research. The
students built a prototype, tested its performance, and presented their results at a departmental
research seminar.
Outreach to pre-secondary students: The Charles Houston Project
The Charles Houston Cultural Project was started in 1992 by a group of parents in the
Worcester area. The objective of the program is to educate African-American children about all
people of African descent. To stimulate interest at a young age, the program is open to children
ranging in age from 7 through 12. The program consists of two 12 week sessions on Saturdays,
in the fall and in the spring. In general, the fall session involves the arts and the spring session is
on the sciences.
A representative of the project approached the ECE department in early 1995 about
contributing to this program, and I volunteered to coordinate our participation. The result was a
three-hour session in which the student activities included:
- demonstrations of principles in electrostatics, magnetics, and electronics
- constructing simple circuits
- building an AM radio
- faculty members discussing careers in electrical and computer engineering.
I have coordinated faculty and staff participation in this program during the spring of 1995 and
1996. I intend to continue my involvement in this program, and if possible would like to expand it
to two sessions.
SUMMARY
The research portion of the proposed career development plan builds on an approach that has
been proven to be a valuable aid to design. The relevance of the short-term, targeted research is
evidenced by sponsorship of industry partners such as Analog Devices. This work will
immediately benefit the design of integrated circuit for data communications.
The long-term, more research oriented work will extend this design methodology to higher
speed, lower power, and CMOS technology applications. This will benefit IC design in other
important applications such as wireless communication, oversampled data conversion, and
microprocessor design.
In addition to the direct impact on research, the research environment will be a valuable
resource for educating both undergraduate and graduate students in the complete design process.
Students who have been educated in this process will be highly valued, given the need in industry
for engineers who are well versed in all stages of the design process. The teaching plan also
includes outreach to secondary- and pre-secondary students who are traditionally underrepresented
in science and technology. I believe that my industrial background, research experience, and
teaching ability demonstrate my competence in carrying out this research and teaching plan, and my
commitment to its success.
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For More Information...
Contact Prof. John A. McNeill.