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:

Teaching plan summary

The theme of the education plan is to disseminate the lessons learned in this research to students at all levels:

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:

  1. The delay of the differential pair is dominated by a single RC time constant
  2. There is no gate-to-gate interaction of jitter errors
  3. To first order, jitter is independent of the number of delay stages in the ring
  4. The oscillator signal is much larger than the linear region of the differential pair
  5. 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: 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 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:

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.

REFERENCES

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