Efficient and Accurate Analysis of Single Event Transients Propagation Using SMT-Based Techniques (original) (raw)

Soft error rate estimation of digital circuits in the presence of Multiple Event Transients (METs)

2011

In this paper, we present a very fast and accurate technique to estimate the soft error rate of digital circuits in the presence of Multiple Event Transients (METs). In the proposed technique, called Multiple Event Probability Propagation (MEPP), a four-value logic and probability set are used to accurately propagate the effects of multiple erroneous values (transients) due to METs to the outputs and obtain soft error rate. MEPP considers a unified treatment of all three masking mechanisms ie, logical, electrical, and timing, while ...

Efficient Multilevel Formal Analysis and Estimation of Design Vulnerability to Single Event Transients

The progressive shrinking of device size in advanced technologies leads to miniaturization and performance improvements. However, ultra-deep sub-micron technologies are more vulnerable to soft errors. Error analysis of a complex system with a sufficiently large sample of vulnerable nodes takes a large amount of time. In this paper we propose RASVAS, a hierarchical statistical method to model, analyze, and estimate the behavior of a system in the presence of Single Event Transients (SETs) modeled at different abstraction levels. Gate level propagation tables are developed to abstract SET propagation conditions and probabilities from gate level models. At RTL, these tables are utilized to model the underlying probabilistic behavior as Markov Decision Process (MDP) models. Experimental results demonstrate that RASVAS is orders of magnitude faster than contemporary techniques and also handle designs as large as 256-bit adders while maintaining accuracy.

SOFT ERROR RATE ESTIMATION FOR COMBINATIONAL LOGIC IN PRESENCE OF SINGLE EVENT MULTIPLE TRANSIENTS

Journal of Circuits, Systems and Computers, 2014

Fast and accurate estimation of soft error rate in VLSI circuits is an essential step in a soft error tolerant ASIC design. In order to have a cost e®ective protection against radiation e®ects in combinational logics, an accurate and fast method for identi¯cation of most susceptive gates and paths is needed. In this paper, an e±cient, fast and accurate method for soft error propagation probability (SEPP) estimation is presented and its performance is evaluated. This method takes into account all three masking factors in multi cycles. It also considers multiple event transients as a new challenge in soft error tolerant VLSI circuit design. Compared with Monte Carlo (MC) simulation-based fault injection method, our SEPP estimation method has a high level of accuracy (with less than 2% di®erence) while o®ering 1000Â speedup as compared with MC-based simulation.

Modeling and Mitigating Transient Errors in Logic Circuits

IEEE Transactions on Dependable and Secure Computing, 2000

Transient or soft errors caused by various environmental effects are a growing concern in micro and nanoelectronics. We present a general framework for modeling and mitigating the logical effects of such errors in digital circuits. We observe that some errors have time-bounded effects; the system's output is corrupted for a few clock cycles, after which it recovers automatically. Since such erroneous behavior can be tolerated by some applications, i.e., it is noncritical at the system level, we define the critical soft error rate (CSER) as a more realistic alternative to the conventional SER measure. A simplified technology-independent fault model, the single transient fault (STF), is proposed for efficiently estimating the error probabilities associated with individual nodes in both combinational and sequential logic. STFs can be used to compute various other useful metrics for the faults and errors of interest, and the required computations can leverage the large body of existing methods and tools designed for (permanent) stuck-at faults. As an application of the proposed methodology, we introduce a systematic strategy for hardening logic circuits against transient faults. The goal is to achieve a desired level of CSER at minimum cost by selecting a subset of nodes for hardening against STFs. Exact and approximate algorithms to solve the node selection problem are presented. The effectiveness of this approach is demonstrated by experiments with the ISCAS-85 and -89 benchmark suites, as well as some large (multimillion-gate) industrial circuits.

Single Event Transient on Combinational Logic: An Introduction and their Mitigation

Journal of Integrated Circuits and Systems

Single event transients pose a major threat to the reliability of modern VLSI designs. Improving the robustness of combinational logic is challenging due to its complexity, masking effects, and signal dependence. This paper presents the mechanisms and concepts of SET generation, modeling, masking, and propagation in combinational logic. It also discusses design parameters and their impact on circuit robustness. An overview of automated design strategies for radiation hardening by design and their advantages and disadvantages is provided, covering gate sizing, gate duplication, gate remapping, load increase, layout spacing, and charge sharing techniques.

Design as you see FIT: System-level soft error analysis of sequential circuits

Design, Automation, and Test in Europe, 2009

Soft errors in combinational and sequential elements of digital circuits are an increasing concern as a result of technology scaling. Several techniques for gate and latch hardening have been proposed to synthesize circuits that are tolerant to soft errors. However, each such technique has associated overheads of power, area, and performance. In this paper, we present a new methodology to compute the failures in time (FIT) rate of a sequential circuit where the failures are at the system-level. System-level failures are detected by monitors derived from functional specifications. Our approach includes efficient methods to compute the FIT rate of combinational circuits (CFIT), incorporating effects of logical, timing, and electrical masking. The contribution of circuit components to the FIT rate of the overall circuit can be computed from the CFIT and probabilities of system-level failure due to soft errors in those elements. Designers can use this information to perform Pareto-optimal hardening of selected sequential and combinational components against soft errors. We present experimental results demonstrating that our analysis is efficient, accurate, and provides data that can be used to synthesize a low-overhead, low-FIT sequential circuit.

Modeling Soft Errors at the Device and Logic Levels for Combinational Circuits

IEEE Transactions on Dependable and Secure Computing, 2009

Radiation-induced soft errors in combinational logic is expected to become as important as directly induced errors on state elements. Consequently, it has become important to develop techniques to quickly and accurately predict soft-error rates (SERs) in combinational circuits. In this work, we present methodologies to model soft errors in both the device and logic levels. At the device level, a hierarchical methodology to model neutron-induced soft errors is proposed. This model is used to create a transient current library, which will be useful for circuit-level soft-error estimation. The library contains the transient current response to various different factors such as ion energies, operating voltage, substrate bias, angle, and location of impact. At the logic level, we propose a new approach to estimating the SER of logic circuits that attempts to capture electrical, logic, and latch window masking concurrently. The average error of the SER estimates using our approach, compared to the estimates obtained using circuit-level simulations, is 6.5 percent while providing an average speedup of 15,000. We have demonstrated the scalability of our approach using designs from the ISCAS-85 benchmarks.

Single-Event Transient Analysis in High Speed Circuits

2011 International Symposium on Electronic System Design, 2011

The effect of Single-Event Transients (SETs) (at a combinational node of a design) on the system reliability is becoming a big concern for ICs manufactured using advanced technologies. An SET at a node of a combinational part of a circuit may propagate as a transient pulse at the input of a flip-flop and consequently latches in the flip-flop; thus generating a soft-error. When an SET is combined with a transition at a node (i.e., dynamic behavior of that node) along a critical path of the combinational part of a design, a transient delay fault may occur at the input of a circuit flip-flop. Using the Probability Density Function (PDF) of an SET, this paper proposes a statistical method to compute the probability of soft-errors caused by SETs considering dynamic behavior of a circuit.

SET Pulse Characterization and SER Estimation in Combinational Logic with Placement and Multiple Transient Faults Considerations

Technologies, 2020

Integrated circuit susceptibility to radiation-induced faults remains a major reliability concern. The continuous downscaling of device feature size and the reduction in supply voltage in CMOS technology tend to worsen the problem. Thus, the evaluation of Soft Error Rate (SER) in the presence of multiple transient faults is necessary, since it remains an open research field. In this work, a Monte-Carlo simulation-based methodology is presented taking into consideration the masking mechanisms and placement information. The proposed SER estimation tool exploits the results of a Single Event Transient (SET) pulse characterization process with HSPICE to obtain an accurate assessment of circuit vulnerability to radiation. A new metric, called Glitch Latching Probability, which represents the impact of the masking effects on a SET, is introduced to identify gate sensitivity and, finally, experimental results on a set of ISCAS’ 89 benchmarks are presented.

An accurate Single Event Effect digital design flow for reliable system level design

2012

Abstract Similar to local variations and signal integrity problems, Single Event Effects (SEEs) are a new design concern for digital system design that arises in deep sub-micron technologies. In order to design reliable digital systems in such technologies, it is mandatory to precisely model and take into account SEEs. This paper proposes a new accurate design flow to model non-permanent SEE effects that can be applied at system level for reliable digital circuit design.