Low-Power ADCs for Secure AIoT Devices: Design and Implementation Challenges

Authors

  • Ayesha Bhattacharya Department of Electrical Engineering, University of Middleshire
  • Jatin Rao School of Computing and Engineering, University of Burnley

Keywords:

Low-power ADCs, AIoT, Secure Devices, Design Challenges, Implementation, Security, Power Consumption, Analog-to-Digital Conversion

Abstract

In the rapidly evolving landscape of the Internet of Things (IoT), devices that rely on Artificial Intelligence (AI) have emerged as central components in a variety of applications. Security, energy efficiency, and processing capability are among the key aspects that determine the viability of these devices. Low-power Analog-to-Digital Converters (ADCs) play an essential role in ensuring the reliability and longevity of AIoT (Artificial Intelligence of Things) systems, where sensors and processors often operate in power-constrained environments. However, the integration of security features in low-power ADCs presents a complex challenge due to trade-offs between performance, power consumption, and security. This paper delves into the design and implementation challenges of low-power ADCs for secure AIoT devices. The discussion focuses on the unique requirements for low power consumption, enhanced security features, and efficient data conversion in AIoT systems. The work also explores various design methodologies and the constraints that influence the implementation of ADCs in this domain, offering insights into the state of the art and future research directions.

References

In the rapidly evolving landscape of the Internet of Things (IoT), devices that rely on Artificial Intelligence (AI) have emerged as central components in a variety of applications. Security, energy efficiency, and processing capability are among the key aspects that determine the viability of these devices. Low-power Analog-to-Digital Converters (ADCs) play an essential role in ensuring the reliability and longevity of AIoT (Artificial Intelligence of Things) systems, where sensors and processors often operate in power-constrained environments. However, the integration of security features in low-power ADCs presents a complex challenge due to trade-offs between performance, power consumption, and security. This paper delves into the design and implementation challenges of low-power ADCs for secure AIoT devices. The discussion focuses on the unique requirements for low power consumption, enhanced security features, and efficient data conversion in AIoT systems. The work also explores various design methodologies and the constraints that influence the implementation of ADCs in this domain, offering insights into the state of the art and future research directions.

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Published

2024-12-23

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