Fault Tolerant Design of IGZO-based Binary Search ADCs
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arXiv
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| Format: | Preprint |
| Publié: |
2026
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| _version_ | 1866910018985525248 |
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| author | Duarte, Paula Carolina Lozano Ozev, Sule Tahoori, Mehdi |
| author_facet | Duarte, Paula Carolina Lozano Ozev, Sule Tahoori, Mehdi |
| contents | Thin-film technologies such as Indium Gallium Zinc Oxide (IGZO) enable Flexible Electronics (FE) for emerging applications in wearable sensing, personal health monitoring, and large-area systems. Analog-to-digital converters (ADCs) serve as critical sensor interfaces in these systems. Yet, their vulnerability to manufacturing defects remains poorly understood despite unipolar technologies' inherently high defect densities and process variations compared to mature CMOS technologies. We present a hierarchical fault injection framework to characterize defect sensitivity in Binary Search ADCs implemented in n-type only technologies. Our methodology combines transistor-level defect characterization with system-level fault propagation analysis, enabling efficient exploration of both single and multiple fault scenarios across the conversion hierarchy. The framework identifies critical fault-sensitive circuit components and enables selective redundancy strategies targeting only the most sensitive components. The resulting defect-tolerant designs improve fault coverage from 60% to 92% under single-fault injections and from 34% to 77.6% under multi-fault injection, while incurring only 4.2% area overhead and 6% power increase. While validated on IGZO-TFTs, the methodology applies to all emerging unipolar technologies. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2602_10790 |
| institution | arXiv |
| publishDate | 2026 |
| record_format | arxiv |
| spellingShingle | Fault Tolerant Design of IGZO-based Binary Search ADCs Duarte, Paula Carolina Lozano Ozev, Sule Tahoori, Mehdi Hardware Architecture Emerging Technologies Thin-film technologies such as Indium Gallium Zinc Oxide (IGZO) enable Flexible Electronics (FE) for emerging applications in wearable sensing, personal health monitoring, and large-area systems. Analog-to-digital converters (ADCs) serve as critical sensor interfaces in these systems. Yet, their vulnerability to manufacturing defects remains poorly understood despite unipolar technologies' inherently high defect densities and process variations compared to mature CMOS technologies. We present a hierarchical fault injection framework to characterize defect sensitivity in Binary Search ADCs implemented in n-type only technologies. Our methodology combines transistor-level defect characterization with system-level fault propagation analysis, enabling efficient exploration of both single and multiple fault scenarios across the conversion hierarchy. The framework identifies critical fault-sensitive circuit components and enables selective redundancy strategies targeting only the most sensitive components. The resulting defect-tolerant designs improve fault coverage from 60% to 92% under single-fault injections and from 34% to 77.6% under multi-fault injection, while incurring only 4.2% area overhead and 6% power increase. While validated on IGZO-TFTs, the methodology applies to all emerging unipolar technologies. |
| title | Fault Tolerant Design of IGZO-based Binary Search ADCs |
| topic | Hardware Architecture Emerging Technologies |
| url | https://arxiv.org/abs/2602.10790 |