New Cdc Design Tool For Analog Layout Workflow

The placement and routing on CMOS analog layout design had always been a time consuming and irritating process due to large amount of transistor devices placements, arrangements and a lot of critical nets routing constraint. Manual efforts to complete analog layout design took few weeks to months’ time in previous project cycle according to the complexity of the circuit. In the meantime, designer needs to convert the devices from schematic into layout in canvas of layout editor, and then arrange the devices accordingly one by one or group by group by moving the devices in order to complete device placement. While for routing, even though there are different auto-routers in existing layout editing tool, but these routers are mostly developed for digital design and unable to route analog signals precisely especially when there are constraints for the routing like matching and shielding. This research presents a new automation solution, Cartoon Diagram Compiler (CDC) tool that enabling a significant productivity improvement on analog layout design. The automation tool provides capability to drag-and-drop the transistor devices/instance cells from schematics canvas to floor planning canvas and is able to auto-place non-critical cells and devices in a virtual mode before converting into real layout. After the floorplan/placement fulfill the design requirement, topologies generator can be used for quick preview of routing option and auto-router support for constrained (shield critical net) and un-constrained nets routing. The area and routing quality nearly matched with hand-drawn layout. The CDC tool has been compare and evaluated on Intel in-house analog layout design projects. In research evaluation, the average time to complete manual device placement and layout routing required 640 minutes and 554 minutes respectively. With device placement and layout routing process only required 139 minutes and 112 minutes or significant reduction in period of about 5.14x and 6.31x respectively. In conclusion, CDC tool increases the productivity by allowing fully automatic derivation of placement and routing, incremental design updates and smart placement guaranteeing design rule free from violation

Automatic synthesis of analog layout : a survey

A review of recent research in the automatic synthesis of physical geometry for analog integrated circuits is presented. On introduction, an explanation of the difficulties involved in analog layout as opposed to digital layout is covered. Review of the literature then follows. Emphasis is placed on the exposition of general methods for addressing problems specific to analog layout, with the details of specific systems only being given when they surve to illustrate these methods well. The conclusion discusses problems remaining and offers a prediction as to how technology will evolve to solve them. It is argued that although progress has been and will continue to be made in the automation of analog IC layout, due to fundamental differences in the nature of analog IC design as opposed to digital design, it should not be expected that the level of automation of the former will reach that of the latter any time soon

Integrated Circuits Parasitic Capacitance Extraction Using Machine Learning and its Application to Layout Optimization

The impact of parasitic elements on the overall circuit performance keeps increasing from one technology generation to the next. In advanced process nodes, the parasitic effects dominate the overall circuit performance. As a result, the accuracy requirements of parasitic extraction processes significantly increased, especially for parasitic capacitance extraction. Existing parasitic capacitance extraction tools face many challenges to cope with such new accuracy requirements that are set by semiconductor foundries (\u3c 5% error). Although field-solver methods can meet such requirements, they are very slow and have a limited capacity. The other alternative is the rule-based parasitic capacitance extraction methods, which are faster and have a high capacity; however, they cannot consistently provide good accuracy as they use a pre-characterized library of capacitance formulas that cover a limited number of layout patterns. On the other hand, the new parasitic extraction accuracy requirements also added more challenges on existing parasitic-aware routing optimization methods, where simplified parasitic models are used to optimize layouts. This dissertation provides new solutions for interconnect parasitic capacitance extraction and parasitic-aware routing optimization methodologies in order to cope with the new accuracy requirements of advanced process nodes as follows. First, machine learning compact models are developed in rule-based extractors to predict parasitic capacitances of cross-section layout patterns efficiently. The developed models mitigate the problems of the pre-characterized library approach, where each compact model is designed to extract parasitic capacitances of cross-sections of arbitrary distributed metal polygons that belong to a specific set of metal layers (i.e., layer combination) efficiently. Therefore, the number of covered layout patterns significantly increased. Second, machine learning compact models are developed to predict parasitic capacitances of middle-end-of-line (MEOL) layers around FINFETs and MOSFETs. Each compact model extracts parasitic capacitances of 3D MEOL patterns of a specific device type regardless of its metal polygons distribution. Therefore, the developed MEOL models can replace field-solvers in extracting MEOL patterns. Third, a novel accuracy-based hybrid parasitic capacitance extraction method is developed. The proposed hybrid flow divides a layout into windows and extracts the parasitic capacitances of each window using one of three parasitic capacitance extraction methods that include: 1) rule-based; 2) novel deep-neural-networks-based; and 3) field-solver methods. This hybrid methodology uses neural-networks classifiers to determine an appropriate extraction method for each window. Moreover, as an intermediate parasitic capacitance extraction method between rule-based and field-solver methods, a novel deep-neural-networks-based extraction method is developed. This intermediate level of accuracy and speed is needed since using only rule-based and field-solver methods (for hybrid extraction) results in using field-solver most of the time for any required high accuracy extraction. Eventually, a parasitic-aware layout routing optimization and analysis methodology is implemented based on an incremental parasitic extraction and a fast optimization methodology. Unlike existing flows that do not provide a mechanism to analyze the impact of modifying layout geometries on a circuit performance, the proposed methodology provides novel sensitivity circuit models to analyze the integrity of signals in layout routes. Such circuit models are based on an accurate matrix circuit representation, a cost function, and an accurate parasitic sensitivity extraction. The circuit models identify critical parasitic elements along with the corresponding layout geometries in a certain route, where they measure the sensitivity of a route’s performance to corresponding layout geometries very fast. Moreover, the proposed methodology uses a nonlinear programming technique to optimize problematic routes with pre-determined degrees of freedom using the proposed circuit models. Furthermore, it uses a novel incremental parasitic extraction method to extract parasitic elements of modified geometries efficiently, where the incremental extraction is used as a part of the routing optimization process to improve the optimization runtime and increase the optimization accuracy

Design, Fault Modeling and Testing Of a Fully Integrated Low Noise Amplifier (LNA) in 45 nm CMOS Technology for Inter and Intra-Chip Wireless Interconnects

Research in recent years has demonstrated that intra and inter-chip wireless interconnects are capable of establishing energy-efficient data communications within as well as between multiple chips. This thesis introduces a circuit level design of a source degenerated two stage common source low noise amplifier suitable for such wireless interconnects in 45-nm CMOS process. The design consists of a simple two-stage common source structure based Low Noise Amplifier (LNA) to boost the degraded received signal. Operating at 60GHz, the proposed low noise amplifier consumes only 4.88 mW active power from a 1V supply while providing 17.2 dB of maximum gain at 60 GHz operating frequency at very low noise figure of 2.8 dB, which translates to a figure of merit of 16.1 GHz and IIP3 as -14.38 dBm

Heterogeneous Integration on Silicon-Interconnect Fabric using fine-pitch interconnects (≤10 �m)

Today, the ever-growing data-bandwidth demand is pushing the boundaries of the traditional printed circuit board (PCB) based integration schemes. Moreover, with the apparent saturation of semiconductor scaling, commonly called Moore's law, system scaling warrants a paradigm shift in packaging technologies, assembly techniques, and integration methodologies. In this work, a superior alternative to PCBs called the Silicon-Interconnect Fabric (Si-IF) is investigated. The Si-IF is a silicon-based, package-less, fine-pitch, highly scalable, heterogeneous integration platform for wafer-scale systems. In this technology, unpackaged dielets are assembled on the Si-IF at small inter-dielet spacings (≤100 �m) using fine-pitch (≤10 �m) die-to-substrate interconnects. A novel assembly process using a solder-less direct metal-metal (gold-gold and copper-copper) thermal compression bonding was developed. Using this process, sub-10 �m pitch interconnects with a low specific contact resistance of ≤0.7 Ω-�m2 were successfully demonstrated. Because of the tightly packed Si-IF assembly, the communication links between the neighboring dies are short (≤500 �m) with low loss (≤2 dB), comparable to on-chip connections. Consequently, simple buffers can transfer data between dies using a Simple Universal Parallel intERface for chips (SuperCHIPS) at low latency (<30 ps), low energy per bit (≤0.03 pJ/b), and high data-rates (up to 10 Gbps/link), corresponding to an aggregate bandwidth up to 8 Tbps/mm. The benefits of the SuperCHIPS protocol were experimentally demonstrated to provide 5-90X higher data-bandwidth, 8-30X lower latency, and 5-40X lower energy per bit compared to existing integration schemes. This dissertation addresses the assembly technology and communication protocols of the Si-IF technology

BiCMOS Millimetre-wave low-noise amplifier

Abstract: Please refer to full text to view abstract.D.Phil. (Electrical and Electronic Engineering

Méthodes de mesure pour l’analyse vectorielle aux fréquences millimétriques en technologie intégrée

This thesis focuses on the study of vectorial measurement methods for analysing microelectronic circuits in integrated technology at millimeter wave frequencies. Current calibration and de-embedding methods are less precise for successfully extracting the intrinsic parameters of devices and circuits at millimeter wave frequencies, while the targeted operating frequencies are above 100 GHz. This is especially true for the characterization of passive devices such as propagation lines. The initial motivation of this thesis work was to explain the exact origin of the additional loss measured in Slow-Wave Coplanar Waveguides (S-CPW) lines at millimeter wave frequencies. Was it a problem of raw measurement or a problem of de-embedding method, which underestimates the losses? Or was it a problem of insufficient modeling of the effects of adjacent cells, or even the creation of a perturbation mode of propagation?This work consists of estimating many de-embedding methods beyond 65 GHz and classifies these methods into three groups to be able to compare them in a meaningful way. This study was conducted in three phases.In the first phase, we compared all the de-embedding methods with known electrical model parasitics of pad/accessline. This phase identifies the optimal conditions to use and apply these de-embedding methods.In the second phase, the modeling of test structures is performed using a 3D electromagnetic simulator based on finite element method. This phase tested the robustness of the methods and considered an original de-embedding method called Half-Thru de-embedding method. This method gives comparable results to the TRL method, which remains the most effective method. However, it remains difficult to explain the origin of additional losses obtained in measured S-CPW line.A third modeling phase was analysed to take into account the measurement of probes and the adjacent cells near our device under test. More than 80 test structures were designed in AMS 0.35 μm CMOS technology to compare the different de-embedding methods and analyse the link with adjacent cells, measuring probes and perturbation mode of propagation.Finally, this work has identified a number of precautions to consider for the attention of microelectronic circuit designers wishing to characterize their circuit with precision beyond 110 GHz. It also helped to establish Half-Thru Method de-embedding method, which is not based on electrical model, unlike other methods.Cette thèse porte sur l’étude des méthodes de mesure pour l’analyse vectorielle des circuits microélectroniques en technologie intégrée aux fréquences millimétriques. Pour réussir à extraire les paramètres intrinsèques de circuits réalisés aux longueurs d'ondes millimétriques, les méthodes actuelles de calibrage et de de-embedding sont d'autant moins précises que les fréquences de fonctionnement visées augmentent au-delà de 100 GHz notamment. Cela est d’autant plus vrai pour la caractérisation des dispositifs passifs tels que des lignes de propagation. La motivation initiale de ces travaux de thèse venait du fait qu'il était difficile d'expliquer l’origine exacte des pertes mesurées pour des lignes coplanaires à ondes lentes (lignes S-CPW) aux fréquences millimétriques. Etait-ce un problème de mesure brute, un problème de méthode de-embedding qui sous-estime les pertes, une modélisation insuffisante des effets des cellules adjacentes, ou encore la création d'un mode de propagation perturbatif ?Le travail a principalement consisté à évaluer une dizaine de méthodes de de-embedding au-delà de 65 GHz et à classifier ces méthodes en 3 groupes pour pouvoir les comparer de manière pertinente. Cette étude s’est déroulée en 3 phases.Dans la première phase, il s’agissait de comparer les méthodes de de-embedding tout en maitrisant les modèles électriques des plots et des lignes d’accès. Cette phase a permis de dégager les conditions optimales d’utilisation pour pouvoir appliquer ces différentes méthodes de de-embedding.Dans la deuxième phase, la modélisation des structures de test a été réalisée à l’aide d’un simulateur électromagnétique 3D basé sur la méthode des éléments finis. Cette phase a permis de tester la robustesse des méthodes et d’envisager une méthode de-embedding originale nommée Half-Thru Method. Cette méthode donne des résultats comparables à la méthode TRL, méthode qui reste la plus performante actuellement. Cependant il reste difficile d'expliquer l'origine des pertes supplémentaires obtenues notamment dans la mesure des lignes à ondes lentes S-CPW.Une troisième phase de modélisation a alors consisté à prendre en compte les pointes de mesure et les cellules adjacentes à notre dispositif sous test. Plus de 80 structures de test ont été conçues en technologie AMS 0,35μm afin de comparer les différentes méthodes de de-embedding et d’en analyser les couplages avec les structures adjacentes, les pointes de mesure et les modes de propagation perturbatifs.Finalement, ce travail a permis de dégager un certain nombre de précautions à considérer à l’attention des concepteurs de circuits microélectroniques désirant caractériser leur circuit avec précision au-delà de 110 GHz. Il a également permis de mettre en place la méthode de de-embedding Half-Thru Method qui n'est basée sur aucun modèle électrique, au contraire des autres méthodes

Analysis of the high frequency substrate noise effects on LC-VCOs

La integració de transceptors per comunicacions de radiofreqüència en CMOS pot quedar seriosament limitada per la interacció entre els seus blocs, arribant a desaconsellar la utilització de un únic dau de silici. El soroll d’alta freqüència generat per certs blocs, com l’amplificador de potencia, pot viatjar pel substrat i amenaçar el correcte funcionament de l’oscil·lador local. Trobem tres raons importants que mostren aquest risc d’interacció entre blocs i que justifiquen la necessitat d’un estudi profund per minimitzar-lo. Les característiques del substrat fan que el soroll d’alta freqüència es propagui m’és fàcilment que el de baixa freqüència. Per altra banda, les estructures de protecció perden eficiència a mesura que la freqüència augmenta. Finalment, el soroll d’alta freqüència que arriba a l’oscil·lador degrada al seu correcte comportament. El propòsit d’aquesta tesis és analitzar en profunditat la interacció entre el soroll d’alta freqüència que es propaga pel substrat i l’oscil·lador amb l’objectiu de poder predir, mitjançant un model, l’efecte que aquest soroll pot tenir sobre el correcte funcionament de l’oscil·lador. Es volen proporcionar diverses guies i normes a seguir que permeti als dissenyadors augmentar la robustesa dels oscil·ladors al soroll d’alta freqüència que viatja pel substrat. La investigació de l’efecte del soroll de substrat en oscil·ladors s’ha iniciat des d’un punt de vista empíric, per una banda, analitzant la propagació de senyals a través del substrat i avaluant l’eficiència d’estructures per bloquejar aquesta propagació, i per altra, determinant l’efecte d’un to present en el substrat en un oscil·lador. Aquesta investigació ha mostrat que la injecció d’un to d’alta freqüència en el substrat es pot propagar fins arribar a l’oscil·lador i que, a causa del ’pulling’ de freqüència, pot modular en freqüència la sortida de l’oscil·lador. A partir dels resultats de l’anàlisi empíric s’ha aportat un model matemàtic que permet predir l’efecte del soroll en l’oscil·lador. Aquest model té el principal avantatge en el fet de que està basat en paràmetres físics de l’oscil·lador o del soroll, permetent determinar les mesures que un dissenyador pot prendre per augmentar la robustesa de l’oscil·lador així com les conseqüències que aquestes mesures tenen sobre el seu funcionament global (trade-offs). El model ha estat comparat tant amb simulacions com amb mesures reals demostrant ser molt precís a l’hora de predir l’efecte del soroll de substrat. La utilitat del model com a eina de disseny s’ha demostrat en dos estudis. Primerament, les conclusions del model han estat aplicades en el procés de disseny d’un oscil·lador d’ultra baix consum a 2.5GHz, aconseguint un oscil·lador robust al soroll de substrat d’alta freqüència i amb característiques totalment compatibles amb els principals estàndards de comunicació en aquesta banda. Finalment, el model s’ha utilitzat com a eina d’anàlisi per avaluar la causa de les diferències, en termes de robustesa a soroll de substrat, mesurades en dos oscil·ladors a 60GHz amb dues diferents estratègies d’apantallament de l’inductor del tanc de ressonant, flotant en un cas i connectat a terra en l’altre. El model ha mostrat que les diferències en robustesa són causades per la millora en el factor de qualitat i en l’amplitud d’oscil·lació i no per un augment en l’aïllament entre tanc i substrat. Per altra banda, el model ha demostrat ser vàlid i molt precís inclús en aquest rang de freqüència tan extrem. el principal avantatge en el fet de que està basat en paràmetres físics de l’oscil·lador o del soroll, permetent determinar les mesures que un dissenyador pot prendre per augmentar la robustesa de l’oscil·lador així com les conseqüències que aquestes mesures tenen sobre el seu funcionament global (trade-offs). El model ha estat comparat tant amb simulacions com amb mesures reals demostrant ser molt precís a l’hora de predir l’efecte del soroll de substrat. La utilitat del model com a eina de disseny s’ha demostrat en dos estudis. Primerament, les conclusions del model han estat aplicades en el procés de disseny d’un oscil·lador d’ultra baix consum a 2.5GHz, aconseguint un oscil·lador robust al soroll de substrat d’alta freqüència i amb característiques totalment compatibles amb els principals estàndards de comunicació en aquesta banda. Finalment, el model s’ha utilitzat com a eina d’anàlisi per avaluar la causa de les diferències, en termes de robustesa a soroll de substrat, mesurades en dos oscil·ladors a 60GHz amb dues diferents estratègies d’apantallament de l’inductor del tanc de ressonant, flotant en un cas i connectat a terra en l’altre. El model ha mostrat que les diferències en robustesa són causades per la millora en el factor de qualitat i en l’amplitud d’oscil·lació i no per un augment en l’aïllament entre tanc i substrat. Per altra banda, el model ha demostrat ser vàlid i molt precís inclús en aquest rang de freqüència tan extrem.The integration of transceivers for RF communication in CMOS can be seriously limited by the interaction between their blocks, even advising against using a single silicon die. The high frequency noise generated by some of the blocks, like the power amplifier, can travel through the substrate, reaching the local oscillator and threatening its correct performance. Three important reasons can be stated that show the risk of the single die integration. Noise propagation is easier the higher the frequency. Moreover, the protection structures lose efficiency as the noise frequency increases. Finally, the high frequency noise that reaches the local oscillator degrades its performance. The purpose of this thesis is to deeply analyze the interaction between the high frequency substrate noise and the oscillator with the objective of being able to predict, thanks to a model, the effect that this noise may have over the correct behavior of the oscillator. We want to provide some guidelines to the designers to allow them to increase the robustness of the oscillator to high frequency substrate noise. The investigation of the effect of the high frequency substrate noise on oscillators has started from an empirical point of view, on one hand, analyzing the noise propagation through the substrate and evaluating the efficiency of some structures to block this propagation, and on the other hand, determining the effect on an oscillator of a high frequency noise tone present in the substrate. This investigation has shown that the injection of a high frequency tone in the substrate can reach the oscillator and, due to a frequency pulling effect, it can modulate in frequency the output of the oscillator. Based on the results obtained during the empirical analysis, a mathematical model to predict the effect of the substrate noise on the oscillator has been provided. The main advantage of this model is the fact that it is based on physical parameters of the oscillator and of the noise, allowing to determine the measures that a designer can take to increase the robustness of the oscillator as well as the consequences (trade-offs) that these measures have over its global performance. This model has been compared against both, simulations and real measurements, showing a very high accuracy to predict the effect of the high frequency substrate noise. The usefulness of the presented model as a design tool has been demonstrated in two case studies. Firstly, the conclusions obtained from the model have been applied in the design of an ultra low power consumption 2.5 GHz oscillator robust to the high frequency substrate noise with characteristics which make it compatible with the main communication standards in this frequency band. Finally, the model has been used as an analysis tool to evaluate the cause of the differences, in terms of performance degradation due to substrate noise, measured in two 60 GHz oscillators with two different tank inductor shielding strategies, floating and grounded. The model has determined that the robustness differences are caused by the improvement in the tank quality factor and in the oscillation amplitude and no by an increased isolation between the tank and the substrate. The model has shown to be valid and very accurate even in these extreme frequency range.Postprint (published version