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Design Methodologies and CAD Tools for Leakage Power Optimization in FPGAsHassan, Hassan 04 July 2008 (has links)
The scaling of the CMOS technology has precipitated an exponential increase in both subthreshold and gate leakage currents in modern VLSI designs. Consequently, the contribution of leakage power to the total chip power dissipation for CMOS designs is increasing rapidly, which is estimated to be 40% for the current technology generations and is expected to exceed 50% by the 65nm CMOS technology. In FPGAs, the power dissipation problem is further aggravated when compared to ASIC designs because FPGA use more transistors per logic function when compared to ASIC designs. Consequently, solving the leakage power problem is pivotal to devising power-aware FPGAs in the nanometer regime. This thesis focuses on devising both architectural and CAD techniques for leakage mitigation in FPGAs. Several CAD and architectural modifications are proposed to reduce the impact of leakage power dissipation on modern FPGAs.
Firstly, multi-threshold CMOS (MTCMOS) techniques are introduced to FPGAs to permanently turn OFF the unused resources of the FPGA, FPGAs are characterized with low utilization percentages that can reach 60%. Moreover, such architecture enables the dynamic shutting down of the FPGA idle parts, thus reducing the standby leakage significantly. Employing the MTCMOS technique in FPGAs requires several changes to the FPGA architecture, including the placement and routing of the sleep signals and the MTCMOS granularity. On the CAD level, the packing and placement stages are modified to allow the possibility of dynamically turning OFF the idle parts of the FPGA. A new activity generation algorithm is proposed and implemented that aims to identify the logic blocks in a design that exhibit similar idleness periods. Several criteria for the activity generation algorithm are used, including connectivity and logic function. Several versions of the activity generation algorithm are implemented to trade power savings with runtime. A newly developed packing algorithm uses the resulting activities to minimize leakage power dissipation by packing the logic blocks with similar or close activities together. By proposing an FPGA architecture that supports MTCMOS and developing a CAD tool that supports the new architecture, an average power savings of 30% is achieved for a 90nm CMOS process while incurring a speed penalty of less than 5%. This technique is further extended to provide a timing-sensitive version of the CAD flow to vary the speed penalty according to the criticality of each logic block.
Secondly, a new technique for leakage power reduction in FPGAs based on the use of input dependency is developed. Both subthreshold and gate leakage power are heavily dependent on the input state. In FPGAs, the effect of input dependency is exacerbated due to the use of pass-transistor multiplexer logic, which can exhibit up to 50% variation in leakage power due to the input states. In this thesis, a new algorithm is proposed that uses bit permutation to reduce subthreshold and gate leakage power dissipation in FPGAs. The bit permutation algorithm provides an average leakage power reduction of 40% while having less than 2% impact on the performance and no penalty on the design area.
Thirdly, an accurate probabilistic power model for FPGAs is developed to quantify the savings from the proposed leakage power reduction techniques. The proposed power model accounts for dynamic, short circuit, and leakage power (including both subthreshold and gate leakage power) dissipation in FPGAs. Moreover, the power model accounts for power due to glitches, which accounts for almost 20% of the dynamic power dissipation in FPGAs. The use of probabilities in the power model makes it more computationally efficient than the other FPGA power models in the literature that rely on long input sequence simulations. One of the main advantages of the proposed power model is the incorporation of spatial correlation while estimating the signal probability. Other probabilistic FPGA power models assume spatial independence among the design signals, thus overestimating the power calculations. In the proposed model, a probabilistic model is proposed for spatial correlations among the design signals. Moreover, a different variation is proposed that manages to capture most of the spatial correlations with minimum impact on runtime. Furthermore, the proposed power model accounts for the input dependency of subthreshold and gate leakage power dissipation. By comparing the proposed power model to HSpice simulation, the estimated power is within 8% and is closer to HSpice simulations than other probabilistic FPGA power models by an average of 20%.
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Leakage Power Modeling and Reduction Techniques for Field Programmable Gate ArraysKumar, Akhilesh January 2006 (has links)
FPGAs have become quite popular for implementing digital circuits and systems because of reduced costs and fast design cycles. This has led to increased complexity of FPGAs, and with technology scaling, many new challenges have come up for the FPGA industry, leakage power being one of the key challenges. The current generation FPGAs are being implemented in 90nm technology, therefore, managing leakage power in deep-submicron FPGAs has become critical for the FPGA industry to remain competitive in the semiconductor market and to enter the mobile applications domain. <br /><br /> In this work an analytical state dependent leakage power model for FPGAs is developed, followed by dual-Vt based designs of the FPGA architecture for reducing leakage power. <br /><br /> The leakage power model computes subthreshold and gate leakage in FPGAs, since these are the two dominant components of total leakage power in the scaled nanometer technologies. The leakage power model takes into account the dependency of gate and subthreshold leakage on the state of the circuit inputs. The leakage power model has two main components, one which computes the probability of a state for a particular FPGA circuit element, and the other which computes the leakage of the FPGA circuit element for a given input using analytical equations. This FPGA power model is particularly important for rapidly analyzing various FPGA architectures across different technology nodes. <br /><br /> Dual-Vt based designs of the FPGA architecture are proposed, developed, and evaluated, for reducing the leakage power using a CAD framework. The logic and the routing resources of the FPGA are considered for dual-Vt assignment. The number of the logic elements that can be assigned high-Vt in the <em>ideal</em> case by using a dual-Vt assignment algorithm in the CAD framework is estimated. Based upon this estimate two kinds of architectures are developed and evaluated, homogeneous and heterogeneous architectures. Results indicate that leakage power savings of up to 50% can be obtained from these architectures. The analytical state dependent leakage power model developed has been used for estimating the leakage power savings from the dual-Vt FPGA architectures. The CAD framework that has been developed can also be used for developing and evaluating different dual-Vt FPGA architectures, other than the ones proposed in this work.
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Impact of Technology Scaling on Leakage Reduction TechniquesGhafari, Payam January 2007 (has links)
CMOS technology is scaling down to meet the performance, production cost, and power requirements of the microelectronics industry. The increase in the transistor leakage current is one of the most important negative side effects of technology scaling. Leakage affects not only the standby and active power consumption, but also the circuit reliability, since it is strongly correlated to the process variations. Leakage current influences circuit performance differently depending on: operating conditions (e.g., standby, active, burn in test), circuit family (e.g., logic or memory), and environmental conditions (e.g., temperature, supply voltage). Until the introduction of high-K gate dielectrics in the lower nanometer technology nodes, gate leakage will remain the dominant leakage component after subthreshold leakage.
Since the way designers control subthreshold and gate leakage can change from one technology to another, it is crucial for them to be aware of the impact of the total leakage on the operation of circuits and the techniques that mitigate it.
Consequently, techniques that reduce total leakage in circuits operating in the active mode at different temperature conditions are examined. Also, the implications of technology scaling on the choice of techniques to mitigate total leakage are investigated. This work resulted in guidelines for the design of low-leakage circuits in nanometer technologies. Logic gates in the 65nm, 45nm, and 32nm nodes are simulated and analyzed. The techniques that are adopted for comparison in this work affect both gate and subthreshold leakage, namely, stack forcing, pin reordering, reverse body biasing, and high threshold voltage transistors. Aside from leakage, our analysis also highlights the impact of these techniques on the circuit's performance and noise margins.
The reverse body biasing scheme tends to be less effective as the technology scales since this scheme increases the band to band tunneling current. Employing high threshold voltage transistors seems to be one of the most effective techniques for reducing leakage with minor performance degradation. Pin reordering and natural stacks are techniques that do not affect the performance of the device, yet they reduce leakage. However, it is demonstrated that they are not as effective in all types of logic since the input values might switch only between the highly leaky states.
Therefore, depending on the design requirements of the circuit, a combination, or hybrid of techniques which can result in better performance and leakage savings, is chosen. Power sensitive technology mapping tools can use the guidelines found as a result of the research in the low power design flow to meet the required maximum leakage current in a circuit. These guidelines are presented in general terms so that they can be adopted for any application and process technology.
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Power Management for Deep Submicron MicroprocessorsYoussef, Ahmed 07 July 2008 (has links)
As VLSI technology scales, the enhanced performance of smaller transistors comes at the expense of increased power consumption. In addition to the dynamic power consumed by the circuits there is a tremendous increase in the leakage power consumption which is further exacerbated by the increasing operating temperatures. The total power consumption of modern processors is distributed between the processor core, memory and interconnects. In this research two novel power management techniques are presented targeting the functional units and the global interconnects.
First, since most leakage control schemes for processor functional units are based on circuit level techniques, such schemes inherently lack information about the operational profile of higher-level components of the system. This is a barrier to the pivotal task of predicting standby time. Without this prediction, it is extremely difficult to assess the value of any leakage control scheme. Consequently, a methodology that can predict the standby time is highly beneficial in bridging the gap between the information available at the application level and the circuit implementations.
In this work, a novel Dynamic Sleep Signal Generator (DSSG) is presented. It utilizes the usage traces extracted from cycle accurate simulations of benchmark programs to predict the long standby periods associated with the various functional units. The DSSG bases its decisions on the current and previous standby state of the functional units to accurately predict the length of the next standby period. The DSSG presents an alternative to Static Sleep Signal Generation (SSSG) based on static counters that trigger the generation of the sleep signal when the functional units idle for a prespecified number of cycles.
The test results of the DSSG are obtained by the use of a modified RISC superscalar processor, implemented by SimpleScalar, the most widely accepted open source vehicle for architectural analysis. In addition, the results are further verified by a Simultaneous Multithreading simulator implemented by SMTSIM. Leakage saving results shows an increase of up to 146% in leakage savings using the DSSG versus the SSSG, with an accuracy of 60-80% for predicting long standby periods.
Second, chip designers in their effort to achieve timing closure, have focused on achieving the lowest possible interconnect delay through buffer insertion and routing techniques. This approach, though, taxes the power budget of modern ICs, especially those intended for wireless applications. Also, in order to achieve more functionality, die sizes are constantly increasing. This trend is leading to an increase in the average global interconnect length which, in turn, requires more buffers to achieve timing closure. Unconstrained buffering is bound to adversely affect the overall chip performance, if the power consumption is added as a major performance metric. In fact, the number of global interconnect buffers is expected to reach hundreds of thousands to achieve an appropriate timing closure.
To mitigate the impact of the power consumed by the interconnect buffers, a power-efficient multi-pin routing technique is proposed in this research. The problem is based on a graph representation of the routing possibilities, including buffer insertion and identifying the least power path between the interconnect source and set of sinks.
The novel multi-pin routing technique is tested by applying it to the ISPD and IBM benchmarks to verify the accuracy, complexity, and solution quality. Results obtained indicate that an average power savings as high as 32% for the 130-nm technology is achieved with no impact on the maximum chip frequency.
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Design Methodologies and CAD Tools for Leakage Power Optimization in FPGAsHassan, Hassan 04 July 2008 (has links)
The scaling of the CMOS technology has precipitated an exponential increase in both subthreshold and gate leakage currents in modern VLSI designs. Consequently, the contribution of leakage power to the total chip power dissipation for CMOS designs is increasing rapidly, which is estimated to be 40% for the current technology generations and is expected to exceed 50% by the 65nm CMOS technology. In FPGAs, the power dissipation problem is further aggravated when compared to ASIC designs because FPGA use more transistors per logic function when compared to ASIC designs. Consequently, solving the leakage power problem is pivotal to devising power-aware FPGAs in the nanometer regime. This thesis focuses on devising both architectural and CAD techniques for leakage mitigation in FPGAs. Several CAD and architectural modifications are proposed to reduce the impact of leakage power dissipation on modern FPGAs.
Firstly, multi-threshold CMOS (MTCMOS) techniques are introduced to FPGAs to permanently turn OFF the unused resources of the FPGA, FPGAs are characterized with low utilization percentages that can reach 60%. Moreover, such architecture enables the dynamic shutting down of the FPGA idle parts, thus reducing the standby leakage significantly. Employing the MTCMOS technique in FPGAs requires several changes to the FPGA architecture, including the placement and routing of the sleep signals and the MTCMOS granularity. On the CAD level, the packing and placement stages are modified to allow the possibility of dynamically turning OFF the idle parts of the FPGA. A new activity generation algorithm is proposed and implemented that aims to identify the logic blocks in a design that exhibit similar idleness periods. Several criteria for the activity generation algorithm are used, including connectivity and logic function. Several versions of the activity generation algorithm are implemented to trade power savings with runtime. A newly developed packing algorithm uses the resulting activities to minimize leakage power dissipation by packing the logic blocks with similar or close activities together. By proposing an FPGA architecture that supports MTCMOS and developing a CAD tool that supports the new architecture, an average power savings of 30% is achieved for a 90nm CMOS process while incurring a speed penalty of less than 5%. This technique is further extended to provide a timing-sensitive version of the CAD flow to vary the speed penalty according to the criticality of each logic block.
Secondly, a new technique for leakage power reduction in FPGAs based on the use of input dependency is developed. Both subthreshold and gate leakage power are heavily dependent on the input state. In FPGAs, the effect of input dependency is exacerbated due to the use of pass-transistor multiplexer logic, which can exhibit up to 50% variation in leakage power due to the input states. In this thesis, a new algorithm is proposed that uses bit permutation to reduce subthreshold and gate leakage power dissipation in FPGAs. The bit permutation algorithm provides an average leakage power reduction of 40% while having less than 2% impact on the performance and no penalty on the design area.
Thirdly, an accurate probabilistic power model for FPGAs is developed to quantify the savings from the proposed leakage power reduction techniques. The proposed power model accounts for dynamic, short circuit, and leakage power (including both subthreshold and gate leakage power) dissipation in FPGAs. Moreover, the power model accounts for power due to glitches, which accounts for almost 20% of the dynamic power dissipation in FPGAs. The use of probabilities in the power model makes it more computationally efficient than the other FPGA power models in the literature that rely on long input sequence simulations. One of the main advantages of the proposed power model is the incorporation of spatial correlation while estimating the signal probability. Other probabilistic FPGA power models assume spatial independence among the design signals, thus overestimating the power calculations. In the proposed model, a probabilistic model is proposed for spatial correlations among the design signals. Moreover, a different variation is proposed that manages to capture most of the spatial correlations with minimum impact on runtime. Furthermore, the proposed power model accounts for the input dependency of subthreshold and gate leakage power dissipation. By comparing the proposed power model to HSpice simulation, the estimated power is within 8% and is closer to HSpice simulations than other probabilistic FPGA power models by an average of 20%.
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Viewing angle switchable displays based on three-dimension control of liquid-crystal orientationChen, Chia-Wei 08 September 2010 (has links)
In this study, a liquid-crystal display (LCD) with the capability of switchable viewing-angle is proposed. The contrast ratio of the LCD mainly depends on the transmittance of the bright state and the dark state. By using the improved structure of the pixel electrodes, the viewing angle of the LCD can be switched between the wide viewing-angle mode and the narrow-viewing angle mode. Based on the proposed three-electrode structure, the liquid-crystal orientation of the LCD is controlled to generate different light-leakage conditions at large viewing angles, thus, resulting in the switch of the viewing angle of the LCD. The proposed structure, which has the slim outline and low-cost of the LCD, is a simple way to control the viewing angle of the LCD. Potential applications for the protection of personal privacy are emphasized.
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Study on fabrication of high performance thin film transistorChang, Yu-chuan 18 July 2006 (has links)
In recently yesrs,Thin-film transistors (TFTs) including an active layer of amorphous silicon or polycrystalline silicon have been widely employed as the pixel-driving elements of a liquid crystal display (LCD). Particularly, a-Si:H TFT is advantageous to the production of large screen displays and facilitates mass-production.
a-Si:H has high photoconductivity which results in high off-state leakage currents of a-Si:H TFT under light illumination . Particularly, the off-state leakage current under light illumination is a serious problem in the projection and/or video displays which require high intensity backlight illumination.As the resolutions is higher , the TFT¡¦s performance must be higher to achieve the short charge time each line can charge. The performance includes mobility ,on current, off current, photo leakage current, threshold voltage ,and subthrehold swing.
Furthermore, the to improve the mobility of thin-film transistors (TFT) to enable total integration of peripheral electronics in flat panel displays and imagers has led to recrystallized polycrystalline silicon (poly-Si) as the material of choice.
However, laser recrystallized polycrystalline silicon suffers from high cost , complex processing, and significant nonuniformity over a large area. Indeed, the direct deposition of good-quality low-temperature poly films is highly desirable and constitutes a promising alternative.
In this thesis, we use HDPCVD to fabricate direct deposition poly-TFT successfully.Through plasma passivation, we improve the characteristic of device. The photo-Leakage current have been reduced obviously to our device under light illumination, and is benefit to higher intensity light of large screen display. And our TFT device exhibits stable characteristics with voltage and current stress , and it¡¦s also confirmed that the device is reliable. On the characteristic of device, the direct-deposited poly TFT device exhibits higher effective carrier mobility than that of conventional one. For that reason, the high performance provides the potential of the direct-deposited poly TFT to apply for AMLCD and AMOLED technology.
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Investigation on Photo Leakage Current and Electrical Mechanism of a-Si Thin Film TransistorYang, Po-Cheng 01 August 2006 (has links)
The hydrogenated amorphous silicon thin-film transistors (a-Si:H TFTs) have been widely used as switching device for large-area electronics such as active matrix liquid crystal displays (AM-LCDs). a-Si TFT is particularly advantageous to the production of large screen displays and facilitates mass production.
When employing an a-Si:H layer, the main objectives are to enhance the field effect mobility and to reduce the off-state current under light illumination. The increase of field effect mobility results in wide application of a-Si:H TFTs in high resolution LCDs. On the other hand, a-Si:H has high photoconductivity which results in high off-state current of a-Si:H TFT under light illumination. The off-state leakage current under light illumination is, in particular, a serious problem in the projection and/or multimedia displays that require high intensity backlight illumination.
Minimizing the off-current increase by a-Si photosensitivity is an important design consideration for achieving highimage-quality LCDs. TFT off-current increase by photoillumination of a-Si decreases the charge stored on the pixel during the TFT off-time, and results in gray-scale shading, flicker, crosstalk and other display nonuniformity in the LCD.
The fluorine incorporated amorphous silicon [a-Si:H(:F)] and amorphous silicon (a-Si:H) were illuminated with backlight to investigate electrical characteristics. The effect of different [SiF4] / [ SiH4] ratio on the performance of a-Si:H(:F) TFTs was also studied. We found the density of states in the gap of a-Si:H(:F) will be modified by the introduction of F into a-Si:H and resulting the shift of the Fermi level toward the valence band edge. The density-of-states increasing cause more recombination centers for electrons and holes to increase the carrier recombination rate. The shift in the Fermi level leads to a reduction of the photoconductivity of a-Si:H(:F). Due to these two important factor, the photo leakage current decreases.
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Photo leakage current characteristic of flexible a-Si:H TFT displays.Lin, Yi-ping 10 July 2007 (has links)
The off-state leakage current under back light illumination is, in particular, a serious problem in the multimedia displays that require high intensity backlight illumination. The photo leakage current characteristic of flexible a-Si:H TFTs has been measured in this study .
The device activation energy (Ea) of a-Si:H TFTs extracted from various temperature measurements are different from those of typical a-Si:H TFTs, because the Fermi level of a-Si:H TFTs are modulate by the density of states (DOS) in the a-Si:H band gap. The information on DOS is important for understanding the physical mechanisms responsible for the device behavior. It¡¦s related to the threshold voltage,iii
subthreshold slope, field effect mobility and the stability of the TFTs.
Experimental results show the photo leakage currents of a-Si:H TFTs under tensile stress are less than that of flattened a-Si:H TFTs stemmed the weak light intensity. In addition, the small shifts of threshold voltage and subthreshold swing are resulted from the smaller Ea in a-Si:H channel material.
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Mätning av Mikroläckage i Dentala ImplantatLöfgren, Jonas, Karlsson, Maria January 2007 (has links)
Osseointegrated titanium implants have become a commonly used method in edentulous jaws and today there are success rates in the magnitude of 82 % in the lower jaw and 98 % in the upper. During first year after implantation a fully normal marginal bone loss of 1-2 mm occurs. If the bone loss continues there is a risk of implant failure. High tensions in bone and inflammation caused by bacteria are possible reasons for this problem. It has been shown that a leakage of bacterias occurs between the parts of the implant and there are theories that this has effects on the marginal bone loss. The aim of this thesis has been to increase the knowledge about microbial leakage with help of in vitro tests and virtual simulations. The goal was to create a test method to measure differences of microbial leakage in two implant systems. The developed test method includes an in vitro test of six implants and Finite Element Analysis. The test method is the product of a process with several small tests. The final test method measures leakage of a coloured fluid with a spectrophotometer. The results are then compared with the virtual simulations to draw conclusions and find explanations how the implants are functioning. The result of test on six implants, four Ospol and two Nobel Replace, indicates that there are differences in the magnitude of microleakage in different implant systems in due to the implant-abutment interface. No conclusions can be drawn before the test method is refined and more implants are tested.
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