Nanowatt analog circuit design for AIoT sensors

The tremendous development of Artificial Intelligence (AI) and Internet of Things (IoT) has been flourishing and propelled our society to an advanced platform. One of the practical applications that integrates AI into IoT technologies is Artificial Intelligence of Things (AIoT) sensor. It is an a...

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Main Author: Lee, Hei Yip
Other Authors: Goh Wang Ling
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2024
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Online Access:https://hdl.handle.net/10356/177011
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Institution: Nanyang Technological University
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spelling sg-ntu-dr.10356-1770112024-05-24T15:45:57Z Nanowatt analog circuit design for AIoT sensors Lee, Hei Yip Goh Wang Ling School of Electrical and Electronic Engineering EWLGOH@ntu.edu.sg Engineering Analog circuit The tremendous development of Artificial Intelligence (AI) and Internet of Things (IoT) has been flourishing and propelled our society to an advanced platform. One of the practical applications that integrates AI into IoT technologies is Artificial Intelligence of Things (AIoT) sensor. It is an always-on sensor device installed at remote areas that monitors external surrounding factors. Consequently, it is expected to work with low power consumption to ensure its stable operation for any possible event detection. The comparator circuit block working in AIoT sensor plays a pivotal role of filtering any input signal to produce a reliable output. Therefore, the comparator only triggers the operation of AIoT sensor when there is true event detected. The design of a nanowatt comparator for AIoT sensors is presented in this final year project. The comparator core block is designed in Cadence Virtuoso EDA environment by employing advanced CMOS technology process node. It operates under subthreshold region to achieve energy efficiency. Additionally, it encompasses preamplifier, decision-making and output buffer stages to generate a reliable rail-to-rail output signal. The implementation of hysteresis window in comparator circuit blocks can effectively prevent erroneous switching states of comparator output due to external interferences. Moreover, the current reference circuit is employed to provide a constant DC biasing current source for stable operation of comparator core block across various conditions. Hence, the total power consumption of the circuit blocks is 10.308nW, when setting supply voltage as 1V. Bachelor's degree 2024-05-24T06:57:58Z 2024-05-24T06:57:58Z 2024 Final Year Project (FYP) Lee, H. Y. (2024). Nanowatt analog circuit design for AIoT sensors. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/177011 https://hdl.handle.net/10356/177011 en B2299-231 application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering
Analog circuit
spellingShingle Engineering
Analog circuit
Lee, Hei Yip
Nanowatt analog circuit design for AIoT sensors
description The tremendous development of Artificial Intelligence (AI) and Internet of Things (IoT) has been flourishing and propelled our society to an advanced platform. One of the practical applications that integrates AI into IoT technologies is Artificial Intelligence of Things (AIoT) sensor. It is an always-on sensor device installed at remote areas that monitors external surrounding factors. Consequently, it is expected to work with low power consumption to ensure its stable operation for any possible event detection. The comparator circuit block working in AIoT sensor plays a pivotal role of filtering any input signal to produce a reliable output. Therefore, the comparator only triggers the operation of AIoT sensor when there is true event detected. The design of a nanowatt comparator for AIoT sensors is presented in this final year project. The comparator core block is designed in Cadence Virtuoso EDA environment by employing advanced CMOS technology process node. It operates under subthreshold region to achieve energy efficiency. Additionally, it encompasses preamplifier, decision-making and output buffer stages to generate a reliable rail-to-rail output signal. The implementation of hysteresis window in comparator circuit blocks can effectively prevent erroneous switching states of comparator output due to external interferences. Moreover, the current reference circuit is employed to provide a constant DC biasing current source for stable operation of comparator core block across various conditions. Hence, the total power consumption of the circuit blocks is 10.308nW, when setting supply voltage as 1V.
author2 Goh Wang Ling
author_facet Goh Wang Ling
Lee, Hei Yip
format Final Year Project
author Lee, Hei Yip
author_sort Lee, Hei Yip
title Nanowatt analog circuit design for AIoT sensors
title_short Nanowatt analog circuit design for AIoT sensors
title_full Nanowatt analog circuit design for AIoT sensors
title_fullStr Nanowatt analog circuit design for AIoT sensors
title_full_unstemmed Nanowatt analog circuit design for AIoT sensors
title_sort nanowatt analog circuit design for aiot sensors
publisher Nanyang Technological University
publishDate 2024
url https://hdl.handle.net/10356/177011
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