학술논문

Reliability of Error Correction Codes Against Multiple Events by Accumulation
Document Type
Periodical
Source
IEEE Transactions on Nuclear Science IEEE Trans. Nucl. Sci. Nuclear Science, IEEE Transactions on. 69(2):169-180 Feb, 2022
Subject
Nuclear Engineering
Bioengineering
Error correction codes
Error correction
Estimation
Very large scale integration
Protons
Probability
Physics
Error correction codes (ECCs)
multiple bit upsets (MBUs)
single event effects (SEEs)
SRAM
Language
ISSN
0018-9499
1558-1578
Abstract
Modern nanoscale devices with storage capacity typically implement error correction codes (ECCs) in order to cope with the effects of natural radiation. Thus, different state-of-the-art ECC techniques aim at preventing data corruption when different numbers of errors (or bitflips) occur in the same logical memory word. However, even though bit interleaving prevents a single particle (such as a proton or a neutron) from flipping several cells in the same word, it cannot be discarded that two independent events may affect nearby cells in the same word and, therefore, would provoke a multiple bit upset (MBU) or equivalent. This article studies the reliability of various state-of-the-art ECC techniques designed for memories to maintain their data integrity under radiation or any other hazardous conditions, where said event accumulation is likely to occur. For this purpose, a set of easy-to-use equations will be provided to estimate the probability of error occurrence in a memory that implements different ECCs, as a function of the number of accumulated bitflips, size of the memory, and word size.