Automatic layout synthesis of analog ICs using circuit recognition and constraint analysis techniques

A systematic method for automatic layout synthesis of analog integrated circuit modules is presented. This method uses analog circuit recognition and critical net analysis techniques to derive proper layout constraints for analog circuit performance optimization. These layout constraints are analyzed and prioritized according to the recognized analog circuit topologies and classified net sensitivities. The weighted constraints are then used to drive the physical layout generation process to obtain a high-quality custom circuit layout. An efficient, constraint-driven analog floorplanning technique based on a zone-sensitivity partitioning algorithm is specially developed to generate a slicing floorplan incorporating the layout constraints. This layout synthesis approach has three key advantages. First, it can produce a satisfactory analog circuit performance with negligible degradation due to the layout-introduced parasitic effects. Second, it allows a complete automation for netlist-to-layout synthesis so that the layout tool can be used by VLSI system designers. Finally, this method is quite general and can be applied to handle a wide variety of analog circuits. Experimental results in CMOS operational amplifiers and a comparator are presented.     

Aladin: A Layout Synthesys Tool for Analog Integrated Circuits

This paper presents a layout synthesis tool called ALADIN for analog integrated circuits. It is developed especially for analog circuit designers who can bring their special knowledge and experience into the synthesis process to create high quality layouts. The layout generation is based on relatively complex sub-circuits rather than non-optimal single devices. A flexible module generator environment is developed for designers to write and maintain technology and application independent module generators of sub-circuits. Based on the thorough study of simulated annealing and genetic algorithm applications in the analog module placement, a genetic placement approach with simulated annealing and a very fast simulated re-annealing placement approach have been developed. A two-stage placement technique is proposed. Analog module routing consists of two phases including global routing and detailed routing. The minimum-Steiner-tree based global routing can be integrated into the placement procedure to improve the routability of placement solutions. The compaction based constructive detailed routing finally realizes the layout of the whole circuit. This tool is integrated into commercial software with convenient interfaces provided. The benefit of ALADIN providing layouts comparable to expert manual ones is demonstrated with several circuits showing its competition compared to other existing tools.     

Net-Sensitivity-Based Optimization of Large-Scale Field-Programmable Analog Array (FPAA) Placement and Routing

Modern advances in reconfigurable technologies are allowing analog circuit designers to benefit from the computational flexibility provided by large-scale field-programmable analog arrays. With the component density of these devices, small analog circuits, as well as larger analog systems, can be synthesized and tested in a shorter time and at a lower cost, compared with the full design cycle. However, automated development platforms and computer-aided design tools for these devices are far fewer than the physical synthesis tools for their digital counterparts. One of the major reasons for this is the considerably higher impact of interconnect parasitics on circuit functionality in the analog domain; therefore, performance optimization must be recognized as an indispensable step of the analog physical synthesis flow. Our goal in this brief is to present a physical synthesis framework with an optimization core and an integrated simulation environment for verification of the synthesis results. Although SPICE has been used as the simulation tool for our experiments, there is no dependency on a particular circuit simulator. Our synthesis tool currently accepts SPICE netlists as input and gives priority to user-specified metrics when optimizing the synthesized circuit performance. Experimental results demonstrate the effectiveness of our approach.     

Frequency-domain bivariate generalized power series analysis ofnonlinear analog circuits

Bivariate generalized power series analysis is introduced for the analysis and behavioral modeling of nonlinear analog circuits and systems. It can be used to model analog subsystems and is compatible with circuit simulation, thereby allowing full circuits and behaviorally modeled analog subcircuits to be simulated together in an analog circuit/system simulator. The entire analysis is performed in the frequency domain, and arbitrary nonlinear circuits and any number of noncommensurable input frequencies can be accommodated. A diode ring demodulator is analyzed as an example     

Γ (Gamma): A SaaS-enabled fast and accurate analog design System

With ever increasing demand for lower power consumption, lower cost, and higher performance, designing analog circuits to meet design specifications has become an increasing challenging task, Analog circuit designers must, on one hand, have intimate knowledge about the underlining silicon process technology׳s capability to achieve the desired specifications. They must, on the other hand, understand the impact of tweaking circuits to satisfy a given specification on all circuit performance parameters. Analog designers have traditionally learned to tackle design problems with numerous circuit simulations using accurate circuit simulators such as SPICE, and have increasingly relied on trial-and-error approaches to reach a converging point. However, the increased complexity with each generation of silicon technology and high dimensionality of searching for solutions, even for some simple analog circuits, have made the trial-and-error approach extremely inefficient, causing long design cycles and often missed deadlines. Novel rapid and accurate circuit evaluation methods that are tightly integrated with circuit search and optimization methods are needed to aid design productivity.Furthermore, the current design environment with fully distributed licensing and supporting structures is cumbersome at best to allow efficient and up-to-date support for design engineers. With increasing support and licensing costs, fewer and fewer design centers can afford it. Cloud-based software as a service (SaaS) model provides new opportunities for CAD applications. It enables immediate software delivery and update to customers at very low cost. SaaS tools benefit from fast feedback and sharing channels between users and developers and run on hardware resources tailored and provided for them by the software vendor. On the downside, web-based tools are expected to perform in a very short turn-around schedule and be always responsive.This paper presents a list of innovations that come together to a new class of analog design tools: 1). Lookup table-based approach (LUT) to model complex transistor behavior provides both the necessary accuracy and speed essential for repeated circuit evaluations. 2). The proposed system architecture tight integrate the novel LUT approach with novel system level functions to allow further significantly better accuracy/speed tradeoff and faster design convergence with designer׳s intent. 3). Incorporating use inputs at key junctures of the design process allows the tool to better capture designer׳s intent and improve design convergence. 4). The combination of high accuracy and faster evaluation time make it possible to incorporate SaaS features, such as short solution space navigation steps and crowdsourcing, into the tool. This allows sharing of server-side resources between many users. Instead of fully automating a signoff circuit optimization process, the proposed tool provides effective aid to analog circuit designers with a dash-board control of many important circuit parameters with several orders faster in computation time than SPICE simulations.     

Analysis and design of amplifiers and comparators in CMOS 0.35 μm technology

Design techniques and CAD tools for digital systems are advancing rapidly at decreasing cost, while CMOS analog circuit design is related mostly with the individual experience and background of the designer. Therefore, the design of an analog circuit depends on several factors such as a reliable design methodology, good modeling and technology characterization. Most of this work focuses on the analysis of several analog circuits, including their functionality, using different design methodologies. Initially the determination of two key design parameters (slope factor n and early voltage VA) and the g_m/I_D characteristics were derived from simulations. Then, the analysis and design of three diferent analog circuits are presented. A comparison is made between two design methodology applied to an analog amplifier design. The first one is a conventional approach where transistors are in saturation. The second one is based on the g_m/I_D characteristic, that allows a unified synthesis methodology in all regions of operation of the transistor. The analog modules for comparison and continuous filtering, that find vast applications today, are then analyzed and designed with the parameters and methodology proposed.     

Enhanced analog “yields” cost-effective systems-on-chip

As device feature sizes of analog MOS circuits are reduced to the deep-submicron ranges, the effect of process variability on circuit performance and reliability is magnified. Yield is becoming more and more critical and statistical methods are required to simulate the effect of process variability to enable circuit designers to “design-in” quality through circuit robustness. More work is needed particularly in the areas of modeling and statistical CAD of submicron, low-voltage mixed-signal ICs. The characterization work needed to tune models to specific VLSI technology, implementation into the SPICE and APLAC simulators, and use in design and optimization of analog and digital VLSI circuits     

Analysis and design of amplifiers and comparators in CMOS 0.35 μm technology

Design techniques and CAD tools for digital systems are advancing rapidly at decreasing cost, while CMOS analog circuit design is related mostly with the individual experience and background of the designer. Therefore, the design of an analog circuit depends on several factors such as a reliable design methodology, good modeling and technology characterization. Most of this work focuses on the analysis of several analog circuits, including their functionality, using different design methodologies. Initially the determination of two key design parameters (slope factor n and early voltage VA) and the g_m/I_D characteristics were derived from simulations. Then, the analysis and design of three diferent analog circuits are presented. A comparison is made between two design methodology applied to an analog amplifier design. The first one is a conventional approach where transistors are in saturation. The second one is based on the g_m/I_D characteristic, that allows a unified synthesis methodology in all regions of operation of the transistor. The analog modules for comparison and continuous filtering, that find vast applications today, are then analyzed and designed with the parameters and methodology proposed.     

Reliability optimization of analog integrated circuits considering the trade-off between lifetime and area

The reliability of analog integrated circuits becomes a major concern for the semiconductor industry as technology continuously scales. Among the many contributing factors, manufacturing process induced parameter variations and lifetime operational-condition-dependent transistor aging are two major hurdles limiting the reliability of analog circuits. Process variations mainly influence the parametric yield value of the fresh circuits, while transistor aging due to physical effects, such as Negative Bias Temperature Instability (NBTI) and Hot Carrier Injection (HCI), will cause another yield loss during circuit lifetime. In the past decades, the two issues were mainly studied separately by various communities, but analog designers nowadays need an accurate yet efficient method to analyze and optimize their circuits during the design phase, to ensure a more robust design tolerant of such joint effects.This paper proposes an efficient method for sizing of analog circuits for reliability. It is based on the analysis and optimization of the fresh worst-case distance value for each circuit performance, which can be used to characterize the robustness of circuits considering process variations and aging effects in terms of x-sigma. The fresh and aged sizing rules as well as the maximum area constraints are checked during the optimization. The trade-off between the circuit lifetime and the price we pay in terms of layout area is studied in detail. According to the result of this trade-off analysis, a longer circuit lifetime requires more total area to be spent in layout, and designers can ensure the circuit robustness with certain layout area consumption.     

Equivalent circuit modeling of losses and dispersion in single andcoupled lines for microwave and millimeter-wave integrated circuits

Losses and dispersion in open inhomogeneous guided-wave structures such as microstrips and other planar structures at microwave and millimeter-wave frequencies and in MMICs (monolithic microwave integrated circuits) have been modeled with circuits consisting of ideal lumped elements and lossless TEM (transverse electromagnetic) lines. It is shown that, given a propagation structure for which numerical techniques to compute the propagation characteristics are available, an equivalent circuit whose terminal frequency and time-domain properties are the same as the structure can be synthesized. This is accomplished by equating the network functions of the given single or coupled line multiport with that of the model and extracting all the parameters of the equivalent circuit model by using standard parameters identification procedures. This model is valid over a desired frequency range and can be used to help design both analog and digital circuits consisting of these structures and other active and passive elements utilizing standard CAD (computer-aided design) programs. To validate the accuracy and usefulness of the models, results for a mismatched 50-Ω line in alumina and a high-impedance MMIC line stub are included     

Operational-amplifier compilation with performance optimization

A method for designing analog circuits in which topological design is followed by simultaneous device sizing and layout design is described. By merging circuit and layout design into a single design process, analog circuits can be optimally designed taking layout parasitics fully into account. Using the method, a CMOS operational-amplifier compiler (OAC) has been developed. Given a set of performance specifications and process parameters, OAC generates a layout with circuit performance optimized to meet specified performance constraints. A procedural layout technique is employed to generate a compact and practical layout. A nonlinear optimization method for device sizing which relies on the results of simulations based on the circuit extracted from the layout is applied. Design experiments have shown that OAC can produce satisfactory results with respect to both circuit performance and layout density     

COPRICSI: COnstraint-PRogrammed Initial Circuit SIzing

This paper presents a new method to automate the sizing of analog circuits. The method emulates the manual design procedure. The sizing task is formulated as a constraint programming problem. Two new algorithms are introduced: First, a hierarchical structural analysis of functional blocks that automatically sets up the analytical equations for the sizing. And second, a heuristic to guide the branching process of a constraint programming solver. We achieve a reproduction of the manual proceeding of designers and at the same time an automation of the set-up of the design problem, reducing the set-up effort to seconds. The method is primarily designed for operational amplifiers. More than 20 circuits, including different variants of two-stage, folded-cascode, telescopic and symmetrical op-amps, are considered at this time. This paper presents a runtime comparison of the newly developed branching heuristic with a generic branching heuristic on 20 different circuits. Furthermore, sizing results for a two-stage op-amp with transistors in weak inversion and a folded-cascode op-amp with common-mode feedback circuit are presented to show the effectiveness of the approach.     

Integration of VLSI circuits and mechanics for vibration control of flexible structures

The approach to modeling and control of smart flexible structures presented in this paper is based on the concept that an intelligent structure requires an internal knowledge of self to act intelligently. This knowledge can be acquired from local analog models of substructure dynamics and can be used in model-based controller designs. The key to this approach is the synergistic integration of analog VLSI circuit models and control with the sensing and actuation which are then to be embedded into the mechanical structure. This paper presents the motivation, development, and test results of analog VLSI circuit models for use in model-based control of smart flexible structures. Furthermore, control applications for these VLSI circuits are developed and simulation results are presented in which the VLSI circuits are used in adaptive vibration control of a simple mass-spring system.     

ARCHGEN: Automated synthesis of analog systems

High-level design of analog systems is an open area that needs to be addressed with the emerging trend of integrating mixed analog-digital systems. Design methods compatible across the analog-digital boundaries would expedite the design process, and in this paper we address analog high-level design issues. An approach for systems-level synthesis of a class of analog systems is presented. A behavioral level for the analog domain is characterized in terms of state equations and transfer functions in the continuous and discrete domains. State-space representations are generated from transfer function specifications that exhibit system level characteristics such as controllability and observability as, well as decoupled and parallel architectures. These state-space representations are synthesized into behavioral-level, technology-independent architectures composed of analog functional components. An intermediate architecture in a circuit implementation technology is synthesized from the behavioral architecture. The various algorithmic procedures for synthesis are implemented in the program ARCHGEN. Behavioral simulation is used for architecture verification and design space exploration     

MOS current mode circuits: analysis, design, and variability

The interest in MOS current-mode logic (MCML) is increasing because of its ability to dissipate less power than conventional CMOS circuits at high frequencies, while providing an analog friendly environment. Moreover, automated design methodologies are gaining attention by circuit designers to provide shorter design cycles and faster time to market. This paper provides designers with an insight to the different tradeoffs involved in the design of MCML circuits to efficiently and systematically design MCML circuits. A comprehensive analytical formulation for the design parameters of MCML circuits using the BSIM3v3 model is introduced. In addition, a closed-form expression for the noise margin of two-level MCML circuits is derived. In order to verify the validity of the analytical formulations, an automated design methodology for MCML circuits is proposed to overcome the complexities of the design process. The effectiveness of the design methodology and the accuracy of the analytical formulations are tested by designing several MCML benchmarks built in a 0.18-/spl mu/m CMOS technology. The error in the required performance in the designed circuits is within 11% when compared to HSPICE simulations. A worst case parameter variations modeling is presented to investigate the impact of variations on MCML circuits as well as designing MCML circuits for variability. Finally, the impact of variations on MCML circuits is investigated with technology scaling and different circuit architectures.     

Behavioral Fault Modeling and Simulation Using VHDL-AMS to Speed-Up Analog Fault Simulation

One of the main requirements for generating test patterns for analog and mixed-signal circuits is fast fault simulation. Analog fault simulation is much slower than the digital equivalent. This is due to the fact that digital circuit simulators use less complex algorithms compared with transistor-level simulators. Two of the techniques to speed up analog fault simulation are: fault dropping/collapsing, in which faults that have similar circuit responses compared with the fault-free circuit response and/or with another faulty circuit response are considered equivalent; and behavioral/macro modeling, whereby parts of the circuit are modeled at a more abstract level, therefore reducing the complexity and the simulation time. This paper discusses behavioral fault modeling to speed-up fault simulation for analog circuits.     

Crosstalk effects in mixed-signal ICs in deep submicron digital CMOS technology

This paper illustrates the crosstalk phenomenon and its impact on the design of mixed analog/digital circuits with high accuracy specifications. Generation of digital disturbs, propagation through the substrate, and effects on analog devices are considered, with particular emphasis on integrated circuits realized on heavily doped substrate, where traditional shielding is less effective. Techniques to reduce analog/digital crosstalk are reviewed and discussed. A simple modeling approach is presented, suitable for the analysis of crosstalk effects using a conventional electrical simulator (SPICE). Experimental results on a test chip are presented to validate the modeling approach.