2012 · 20 citations · 23 references
EngineeringComputer EngineeringComputer ScienceEmbedded SystemsMicroelectronicsSensorsDevice CharacterizationEnergy-efficient Embedded SystemsPower EstimationPower ManagementTemperature MeasurementTemperature SensorsEmbedded TestHardware MonitoringPower CharacterizationPower ConsumptionPower Modeling And EstimationProcessor ArchitectureStatistical TestingVoltage
All mobile applications require high performances with very long battery life. The speed and power consumption trade-off clearly appears as a prominent challenge to optimize the overall energy efficiency. In Multiprocessor System-On-Chip architectures, the trade-off is usually achieved by dynamically adapting the supply voltage and the operating frequency of a processor cluster or of each processor at fine grain. This requires monitoring accurately, on-chip and at runtime, the supply voltage and temperature across the die. Within this context, this paper introduces a method to estimate, from on-chip measurements, using embedded statistical tests, the supply voltage and temperature of small die area using low-cost digital sensors featuring a set of ring oscillators solely. The results obtained, considering a 32nm process, demonstrate the efficiency of the proposed method. Indeed, voltage and temperature measurement errors are kept, in average, below 5mV and 7°C, respectively.
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Razor II: In Situ Error Detection and Correction for PVT and SER Tolerance
David Blaauw, S. A. Kalaiselvan, Kevin Lai et al. · 2008 · 311 citations