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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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 |
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Engineering Analog circuit Lee, Hei Yip Nanowatt analog circuit design for AIoT sensors |
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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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1800916213046444032 |