34 research outputs found
High Efficiency Power Side-Channel Attack Immunity using Noise Injection in Attenuated Signature Domain
With the advancement of technology in the last few decades, leading to the
widespread availability of miniaturized sensors and internet-connected things
(IoT), security of electronic devices has become a top priority. Side-channel
attack (SCA) is one of the prominent methods to break the security of an
encryption system by exploiting the information leaked from the physical
devices. Correlational power attack (CPA) is an efficient power side-channel
attack technique, which analyses the correlation between the estimated and
measured supply current traces to extract the secret key. The existing
countermeasures to the power attacks are mainly based on reducing the SNR of
the leaked data, or introducing large overhead using techniques like power
balancing. This paper presents an attenuated signature AES (AS-AES), which
resists SCA with minimal noise current overhead. AS-AES uses a shunt
low-drop-out (LDO) regulator to suppress the AES current signature by 400x in
the supply current traces. The shunt LDO has been fabricated and validated in
130 nm CMOS technology. System-level implementation of the AS-AES along with
noise injection, shows that the system remains secure even after 50K
encryptions, with 10x reduction in power overhead compared to that of noise
addition alone.Comment: IEEE International Symposium on Hardware Oriented Security and Trust
(HOST) 201
Design methodology for reliable and energy efficient self-tuned on-chip voltage regulators
The energy-efficiency needs in computing systems, ranging from high performance processors to low-power devices is steadily on the rise, resulting in increasing popularity of on-chip voltage regulators (VR). The high-frequency and high bandwidth on-chip voltage regulators such as Inductive voltage regulators (IVR) and Digital Low Dropout regulators (DLDO) significantly enhance the energy-efficiency of a SoC by reducing supply noise and enabling faster voltage transitions. However, IVRs and DLDOs need to cope with the higher variability that exists in the deep nanometer digital nodes since they are fabricated on the same die as the digital core affecting performance of both the VR and digital core. Moreover, in most modern SoCs where multiple power domains are preferred, each VR needs to be designed and optimized for a target load demand which significantly increases the design time and time to market for VR assisted SoCs. This thesis investigates a performance-based auto-tuning algorithm utilizing performance of digital core to tune VRs against variations and improve performance of both VR and the core. We further propose a fully synthesizable VR architecture and an auto-generation tool flow that can be used to design and optimize a VR for given target specifications and auto-generate a GDS layout. This would reduce the design time drastically. And finally, a flexible precision IVR architecture is also explored to further improve transient performance and tolerance to process variations. The proposed IVR and DLDO designs with an AES core and auto-tuning circuits are prototyped in two testchips in 130nm CMOS process and one test chip in 65nm CMOS process. The measurements demonstrate improved performance of IVR and AES core due to performance-based auto-tuning. Moreover, the synthesizable architectures of IVR and DLDO implemented using auto-generation tool flow showed competitive performance with state of art full custom designs with orders of magnitude reduction in design time. Additional improvement in transient performance of IVR is also observed due to the flexible precision feedback loop design.Ph.D
Integrated Circuits for Programming Flash Memories in Portable Applications
Smart devices such as smart grids, smart home devices, etc. are infrastructure systems that connect the world around us more than before. These devices can communicate with each other and help us manage our environment. This concept is called the Internet of Things (IoT). Not many smart nodes exist that are both low-power and programmable. Floating-gate (FG) transistors could be used to create adaptive sensor nodes by providing programmable bias currents. FG transistors are mostly used in digital applications like Flash memories. However, FG transistors can be used in analog applications, too. Unfortunately, due to the expensive infrastructure required for programming these transistors, they have not been economical to be used in portable applications. In this work, we present low-power approaches to programming FG transistors which make them a good candidate to be employed in future wireless sensor nodes and portable systems. First, we focus on the design of low-power circuits which can be used in programming the FG transistors such as high-voltage charge pumps, low-drop-out regulators, and voltage reference cells. Then, to achieve the goal of reducing the power consumption in programmable sensor nodes and reducing the programming infrastructure, we present a method to program FG transistors using negative voltages. We also present charge-pump structures to generate the necessary negative voltages for programming in this new configuration
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Reducing Power Loss, Cost and Complexity of SoC Power Delivery Using Integrated 3-Level Voltage Regulators
Traditional methods of system-on-chip (SoC) power management based on dynamic voltage and frequency scaling (DVFS) is limited by 1) cores/IP blocks sharing a voltage domain provided by off-chip voltage regulators (VR) and 2) slow voltage scaling time . This global, slow DVFS cannot track the increasingly heterogeneous, fluctuating performance requirements of individual microprocessor cores and SoC components. Furthermore, traditional off-chip VRs add significant area overhead and component cost on the board. This thesis explores replacing a large portion of existing off-chip VRs with integrated voltage regulators (IVR) that can scale the voltage at a 50 mV/ns rate, which is 500 times faster than microsecond-scale voltage scaling with existing off-chip VRs. IVRs occupy 10 times smaller footprint than off-chip VRs, making it easy to duplicate them to provide per-core or per-IP-block voltage control. This thesis starts by summarizing the benefits of using IVRs to deliver power to SoCs. Based on a simulation study targeting a 1.6W, 4-core SoC, I show that greater than 20% energy savings is possible with fast, per-core DVFS enabled by IVRs. Next, I present two stand-alone IVR test-chips converting 1.8V and 2.4V to 0.4-1.4V while delivering maximum 1W to the output. Both test-chips incorporate a 3-level VR topology, which is suitable for integration because the topology allows for much smaller inductors (1nH) than existing inductor-based buck VRs. I also discuss reasons behind lower-than-simulated efficiencies in the test-chips and ways to improve. Finally, I conclude with future process technologies that can boost IVR conversion efficiencies and power densities.Engineering and Applied Science
Doctor of Philosophy
dissertationHigh speed wireless communication systems (e.g., long-term evolution (LTE), Wi-Fi) operate with high bandwidth and large peak-to-average power ratios (PAPRs). This is largely due to the use of orthogonal frequency division multiplexing (OFDM) modulation that is prevalent to maximize the spectral efficiency of the communication system. The power amplifier (PA) in the transmitter is the dominant energy consumer in the radio, largely because of the PAPR of the input signal. To reduce the energy consumption of the PA an amplifier that simultaneously achieves high efficiency and high linearity. Furthermore, to lower the cost for high volume production, it is desirable to achieve a complete System-on-Chip (SoC) integration. Linear amplifiers (e.g., Class-A, -B, -AB) are inefficient when amplifying signals with large PAPR that is associated by high peak-to-average modulation techniques such as LTE. OFDM. Switching amplifiers (e.g., Class-D, -E, -F) are very promising due to their high efficiency when compared to their linear amplifier counterparts. Linearization techniques for switching amplifiers have been intensively investigated due to their limited sensitivity to the input amplitude of the signal. Deep-submicron CMOS technology is mostly utilized for logic circuitry, and the Moore's law scaling of CMOS optimizes transistors to operate as high-speed and low-loss switches rather than high gain transistors. Hence, it is advantageous to use transistors in switching mode as switching amplifies and use high-speed digital logic circuitry to implement linearization systems and circuitry. In this work, several linearization architectures are investigated and demonstrated. An envelope elimination and restoration (EER) transmitter that comprises a class-E power amplifier and a 10-bit digital-to-analog converter (DAC) controlled current modulator is investigated. A pipelined switched-capacitor DAC is designed to control an open-loop transconductor that operates as a current modulator, modulating the amplitude of the current supplied to a class-E PA. Such a topology allows for increased filtering of the quantization noise that is problematic in most digital PAs (DPA). The proposed quadrature and multiphase architecture can avoid the bandwidth expansion and delay mismatch associated with polar PAs. The multiphase switched capacitor power amplifier (SCPA) was proposed after the quadrature SCPA and it significantly improves the power efficiency
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Voltage and Time-Domain Analog Circuit Techniques for Scaled CMOS Technologies
CMOS technology scaling has resulted in reduced supply voltage and intrinsic voltage gain of the transistor. This presents challenges to the analog circuit designers due to lower signal swing and achievable signal to noise ratio (SNR), leading to increased power consumption. At the same time, device speed has increased in lower design nodes, which has not been directly beneficial for analog circuit design. This thesis presents voltage-domain and time-domain circuit scaling friendly circuit architectures that minimize the power consumption and benefit from the increasing transistor speeds.
In the voltage-domain, an on-the-fly gain selection block is demonstrated as an alternative to the traditional MDAC architecture to enhance the input dynamic range of a medium-resolution medium-speed analog-to-digital converter (ADC) at reduced supply voltages. The proposed design also eliminates the need for a reference buffer, thus providing power savings. The measured prototype enhances the input dynamic range of a 12bit, 40MSPS ADC to 80.6dB at 1.2V supply voltage.
In the time-domain, a generic circuit design approach is presented, followed by an in-depth analysis of Voltage-Controlled-Oscillator based Operational Transconductance Amplifiers (VCO-OTAs). A discrete-time-domain small-signal model based on the zero crossings of the internal VCOs is developed to predict the stability, the step response, and the frequency response of the circuit when placed in feedback. The model accurately predicts the circuit behavior for an arbitrary input frequency, even as the VCO free-running frequency approaches the unity-gain bandwidth of the closed-loop system, where other intuitive small-signal models available in the literature fail.
Next, we present an application of VCO-OTA in designing a baseband trans-impedance amplifier (TIA) for current-mode receivers as a scaling-friendly and power-efficient alternative to the inverter-based OTA. We illustrate a design methodology for the choice of the VCO-OTA parameters in the context of a receiver design with an example of a 20MHz RF-channel-bandwidth receiver operating at 2GHz. Receiver simulation results demonstrate an improvement of up to 12dB in blocker 1dB compression point (B1dB) for slightly higher power consumption or up to 2.6x power reduction of the TIA resulting in up to 2x power reduction of the receiver for similar B1dB performance.
Next, we present some examples of VCO-OTAs. We first illustrate the benefit of a VCO-OTA in a low-dropout-voltage regulator to achieve a dropout voltage of only100mV and operating down to 0.8V input supply, compared to the prototype based on traditional OTA with a minimum dropout voltage of 150mV, operating at a minimum of 1.2V supply. Both the capacitor-less prototypes can drive up to 1nF load capacitor and provide a current of 60mA. The next prototype showcases a method to reduce the power consumption of a VCO-OTA and spurs at the VCO frequency, with an application in the design of a fourth-order Butterworth filter at 4MHz. The thesis concludes with a design example of 0.2V VCO-OTA
Design of low-dropout regulator for ultra low power on-chip applications
Low Drop Out (LDO) voltage regulators are commonly used to supply low-voltage digital circuits such as microprocessor cores. These digital circuits normally are continuously changing from one mode of operation to another. Therefore, the load demand can change rapidly resulting in large voltage transients at the output of the regulator which can adversely affect the digital circuitry. In this Master's Thesis, design topologies and challenges of very low-power fully integrated On-Chip Low-Dropout (LDO) regulators have been analyzed. Instead of conventional LDO which makes use of a large external capacitor to have better dynamic response and stability, a CapacitorLess LDO (CL-LDO) is chosen on considerations of smaller area. The most challenging part of designing this kind of regulator is achieving high current efficiency by reducing the quiescent current while ensuring good stability response as well as good regulation performance. Thus, different circuit techniques must be carefully added in order to balance the lack of the large external capacitor having the minimum impact on system efficiency. This work focuses on designing a fully integrated low-dropout regulator with good dynamic performance, high regulation performance and ultra-low power consumption. The stability is achieved by the use of two pole-splitting techniques, namely Cascode and Nested-Miller compensation. The good dynamic response with low quiescent current are achieved by the use of an adaptive biasing circuit, a gm-boost circuit and adaptive power transistor architecture
A Charge-Recycling Scheme and Ultra Low Voltage Self-Startup Charge Pump for Highly Energy Efficient Mixed Signal Systems-On-A-Chip
The advent of battery operated sensor-based electronic systems has provided a pressing need to design energy-efficient, ultra-low power integrated circuits as a means to improve the battery lifetime. This dissertation describes a scheme to lower the power requirement of a digital circuit through the use of charge-recycling and dynamic supply-voltage scaling techniques. The novel charge-recycling scheme proposed in this research demonstrates the feasibility of operating digital circuits using the charge scavenged from the leakage and dynamic load currents inherent to digital design. The proposed scheme efficiently gathers the “ground-bound” charge into storage capacitor banks. This reclaimed charge is then subsequently recycled to power the source digital circuit.
The charge-recycling methodology has been implemented on a 12-bit Gray-code counter operating at frequencies of less than 50 MHz. The circuit has been designed in a 90-nm process and measurement results reveal more than 41% reduction in the average energy consumption of the counter. The total energy savings including the power consumed for the generation of control signals aggregates to an average of 23%. The proposed methodology can be applied to an existing digital path without any design change to the circuit but with only small loss to the performance. Potential applications of this scheme are described, specifically in wide-temperature dynamic power reduction and as a source for energy harvesters.
The second part of this dissertation deals with the design and development of a self-starting, ultra-low voltage, switched-capacitor (SC) DC-DC converter that is essential to an energy harvesting system. The proposed charge-pump based SC-converter operates from 125-mV input and thus enables battery-less operation in ultra-low voltage energy harvesters. The charge pump does not require any external components or expensive post-fabrication processing to enable low-voltage operation. This design has been implemented in a 130-nm CMOS process. While the proposed charge pump provides significant efficiency enhancement in energy harvesters, it can also be incorporated within charge recycling systems to facilitate adaptable charge-recycling levels.
In total, this dissertation provides key components needed for highly energy-efficient mixed signal systems-on-a-chip
Power management systems based on switched-capacitor DC-DC converter for low-power wearable applications
The highly efficient ultra-low-power management unit is essential in powering low-power wearable electronics. Such devices are powered by a single input source, either by a battery or with the help of a renewable energy source. Thus, there is a demand for an energy conversion unit, in this case, a DC-DC converter, which can perform either step-up or step-down conversions to provide the required voltage at the load. Energy scavenging with a boost converter is an intriguing choice since it removes the necessity of bulky batteries and considerably extends the battery life.
Wearable devices are typically powered by a monolithic battery. The commonly available battery such as Alkaline or Lithium-ion, degrade over time due to their life spans as it is limited by the number of charge cycles- which depend highly on the environmental and loading condition. Thus, once it reaches the maximum number of life cycles, the battery needs to be replaced. The operation of the wearable devices is limited by usable duration, which depends on the energy density of the battery. Once the stored energy is depleted, the operation of wearable devices is also affected, and hence it needs to be recharged. The energy harvesters- which gather the available energy from the surroundings, however, have no limitation on operating life. The application can become battery-less given that harvestable energy is sufficiently powering the low-power devices. Although the energy harvester may not completely replace the battery source, it ensures the maximum duration of use and assists to become autonomous and self-sustain devices.
The photovoltaic (PV) cell is a promising candidate as a hypothetical input supply source among the energy harvesters due to its smaller area and high power density over other harvesters. Solar energy use PV harvester can convert ambient light energy into electrical energy and keep it in the storage device. The harvested output of PV cannot directly connect to wearable loads for two main reasons. Depending on the incoming light, the harvested current result in varying open-circuit voltage. It requires the power management circuit to deal with unregulated input variation. Second, depending on the PV cell's material type and an effective area, the I-V characteristic's performance varies, resulting in a variation of the output power. There are several works of maximum power point tracking (MPPT) methods that allow the solar energy harvester to achieve optimal harvested power. Therefore, the harvested power depends on the size and usually small area cell is sufficient for micro-watt loads low-powered applications. The available harvested voltage, however, is generally very low-voltage range between 0.4-0.6 V. The voltage ratings of electronics in standard wearable applications operate in 1.8-3 V voltages as described in introduction’s application example section. It is higher than the supply source can offer. The overcome the mismatch voltage between source and supply circuit, a DC-DC boost converter is necessary.
The switch-mode converters are favoured over the linear converters due to their highly efficient and small area overhead. The inductive converter in the switch-mode converter is common due to its high-efficiency performance. However, the integration of the inductor in the miniaturised integrated on-chip design tends to be bulky. Therefore, the switched-capacitor approach DC-DC converters will be explored in this research. In the switched-capacitor converter universe, there is plenty of work for single-output designs for various topologies. Most converters are reconfigurable to the different DC voltage levels apart from Dickson and cross-coupled charge pump topologies due to their boosting power stage architecture through a number of stages. However, existing multi-output converters are limited to the fixed gain ratio. This work explores the reconfigurable dual-output converter with adjustable gain to compromise the research gap.
The thesis's primary focus is to present the inductor-less, switched-capacitor-based DC-DC converter power management system (PMS) supplied by a varying input of PV energy harvester input source. The PMS should deliver highly efficient regulated voltage conversion ratio (VCR) outputs to low-power wearable electronic devices that constitute multi-function building blocks
Design and Implementation of Switching Voltage Integrated Circuits Based on Sliding Mode Control
The need for high performance circuits in systems with low-voltage and low-power
requirements has exponentially increased during the few last years due to the sophistication
and miniaturization of electronic components. Most of these circuits are required to have a
very good efficiency behavior in order to extend the battery life of the device.
This dissertation addresses two important topics concerning very high efficiency
circuits with very high performance specifications. The first topic is the design and
implementation of class D audio power amplifiers, keeping their inherent high efficiency
characteristic while improving their linearity performance, reducing their quiescent power
consumption, and minimizing the silicon area. The second topic is the design and
implementation of switching voltage regulators and their controllers, to provide a low-cost,
compact, high efficient and reliable power conversion for integrated circuits.
The first part of this dissertation includes a short, although deep, analysis on class
D amplifiers, their history, principles of operation, architectures, performance metrics,
practical design considerations, and their present and future market distribution. Moreover,
the harmonic distortion of open-loop class D amplifiers based on pulse-width modulation
(PWM) is analyzed by applying the duty cycle variation technique for the most popular
carrier waveforms giving an easy and practical analytic method to evaluate the class
D amplifier distortion and determine its specifications for a given linearity requirement.
Additionally, three class D amplifiers, with an architecture based on sliding mode control, are proposed, designed, fabricated and tested. The amplifiers make use of a hysteretic
controller to avoid the need of complex overhead circuitry typically needed in other
architectures to compensate non-idealities of practical implementations. The design of the
amplifiers based on this technique is compact, small, reliable, and provides a performance
comparable to the state-of-the-art class D amplifiers, but consumes only one tenth of
quiescent power. This characteristic gives to the proposed amplifiers an advantage for
applications with minimal power consumption and very high performance requirements.
The second part of this dissertation presents the design, implementation, and testing
of switching voltage regulators. It starts with a description and brief analysis on the power
converters architectures. It outlines the advantages and drawbacks of the main topologies,
discusses practical design considerations, and compares their current and future market
distribution. Then, two different buck converters are proposed to overcome the most critical
issue in switching voltage regulators: to provide a stable voltage supply for electronic
devices, with good regulation voltage, high efficiency performance, and, most important,
a minimum number of components. The first buck converter, which has been designed,
fabricated and tested, is an integrated dual-output voltage regulator based on sliding mode
control that provides a power efficiency comparable to the conventional solutions, but
potentially saves silicon area and input filter components. The design is based on the idea of
stacking traditional buck converters to provide multiple output voltages with the minimum
number of switches. Finally, a fully integrated buck converter based on sliding mode
control is proposed. The architecture integrates the external passive components to deliver
a complete monolithic solution with minimal silicon area. The buck converter employs
a poly-phase structure to minimize the output current ripple and a hysteretic controller
to avoid the generation of an additional high frequency carrier waveform needed in
conventional solutions. The simulated results are comparable to the state-of-the-art works
even with no additional post-fabrication process to improve the converter performance