Front-End Gateway System With Serial Communication Protocol Conversion and Edge Computing Platforms
This study presents a front-end gateway system with asynchronous and synchronous serial communication protocol conversion between a universal asynchronous receiver/transmitter (UART) protocol and an inter-integrated circuit (I2C) protocol. The valid data and sensing data can be integrated using the...
Main Authors: | , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
IEEE
2023-01-01
|
Series: | IEEE Access |
Subjects: | |
Online Access: | https://ieeexplore.ieee.org/document/10225735/ |
_version_ | 1797692899446489088 |
---|---|
author | Guo-Ming Sung Li-Fen Tung Chih-Jung Huang Chih-Ping Yu |
author_facet | Guo-Ming Sung Li-Fen Tung Chih-Jung Huang Chih-Ping Yu |
author_sort | Guo-Ming Sung |
collection | DOAJ |
description | This study presents a front-end gateway system with asynchronous and synchronous serial communication protocol conversion between a universal asynchronous receiver/transmitter (UART) protocol and an inter-integrated circuit (I2C) protocol. The valid data and sensing data can be integrated using the I2C protocol and sent to an edge computing platform for automated data analysis. Our system reduces the data processing time and the number of buses. The system has an edge computing platform that handles simple linear regression, base conversion, a neural network, and a text database and communicates with multiple peripheral devices. The I2C master and slave are constructed on the edge computing platform and implement arbitration by using the carrier-sense multiple access with collision avoidance protocol to prevent data collision. According to the results obtained from the Signal Tap logic analyzer in experiments conducted using a field-programmable gate array board, a completed 330-bit UART packet requires <inline-formula> <tex-math notation="LaTeX">$755.2~\mu \text{s}$ </tex-math></inline-formula> to be received, and the throughput is 436.97 kbps. By contrast, a 90-bit I2C packet requires <inline-formula> <tex-math notation="LaTeX">$184.6~\mu \text{s}$ </tex-math></inline-formula> to be received, and the throughput is 487.54 kbps. The front-end gateway sends integrated packets by using the I2C protocol, and the operating freuency (serial clock) of the I2C slave can reach up to 3.6 MHz bidirectionally. An integrated 153-bit packet requires <inline-formula> <tex-math notation="LaTeX">$42.96~\mu \text{s}$ </tex-math></inline-formula> to be received by the edge computing platform, and the throughput is 3.5614 Mbps, which is approximately 8.15 times higher than that of the UART packet. We also fabricated a front-end gateway ASIC by using the TSMC 90-nm 1P9M CMOS process. |
first_indexed | 2024-03-12T02:35:15Z |
format | Article |
id | doaj.art-d5c0b53b80364a88b571901ac926e96d |
institution | Directory Open Access Journal |
issn | 2169-3536 |
language | English |
last_indexed | 2024-03-12T02:35:15Z |
publishDate | 2023-01-01 |
publisher | IEEE |
record_format | Article |
series | IEEE Access |
spelling | doaj.art-d5c0b53b80364a88b571901ac926e96d2023-09-04T23:02:03ZengIEEEIEEE Access2169-35362023-01-0111931939320310.1109/ACCESS.2023.330763110225735Front-End Gateway System With Serial Communication Protocol Conversion and Edge Computing PlatformsGuo-Ming Sung0https://orcid.org/0000-0002-2442-2983Li-Fen Tung1Chih-Jung Huang2Chih-Ping Yu3Department of Electrical Engineering, National Taipei University of Technology, Taipei, TaiwanDepartment of Electrical Engineering, National Taipei University of Technology, Taipei, TaiwanDepartment of Electrical Engineering, National Taipei University of Technology, Taipei, TaiwanDepartment of Electrical Engineering, National Taipei University of Technology, Taipei, TaiwanThis study presents a front-end gateway system with asynchronous and synchronous serial communication protocol conversion between a universal asynchronous receiver/transmitter (UART) protocol and an inter-integrated circuit (I2C) protocol. The valid data and sensing data can be integrated using the I2C protocol and sent to an edge computing platform for automated data analysis. Our system reduces the data processing time and the number of buses. The system has an edge computing platform that handles simple linear regression, base conversion, a neural network, and a text database and communicates with multiple peripheral devices. The I2C master and slave are constructed on the edge computing platform and implement arbitration by using the carrier-sense multiple access with collision avoidance protocol to prevent data collision. According to the results obtained from the Signal Tap logic analyzer in experiments conducted using a field-programmable gate array board, a completed 330-bit UART packet requires <inline-formula> <tex-math notation="LaTeX">$755.2~\mu \text{s}$ </tex-math></inline-formula> to be received, and the throughput is 436.97 kbps. By contrast, a 90-bit I2C packet requires <inline-formula> <tex-math notation="LaTeX">$184.6~\mu \text{s}$ </tex-math></inline-formula> to be received, and the throughput is 487.54 kbps. The front-end gateway sends integrated packets by using the I2C protocol, and the operating freuency (serial clock) of the I2C slave can reach up to 3.6 MHz bidirectionally. An integrated 153-bit packet requires <inline-formula> <tex-math notation="LaTeX">$42.96~\mu \text{s}$ </tex-math></inline-formula> to be received by the edge computing platform, and the throughput is 3.5614 Mbps, which is approximately 8.15 times higher than that of the UART packet. We also fabricated a front-end gateway ASIC by using the TSMC 90-nm 1P9M CMOS process.https://ieeexplore.ieee.org/document/10225735/Universal asynchronous receiver/transmitter (UART)inter-integrated circuit (I²C)asynchronous communicationedge computingasynchronous transfer modeZigBee |
spellingShingle | Guo-Ming Sung Li-Fen Tung Chih-Jung Huang Chih-Ping Yu Front-End Gateway System With Serial Communication Protocol Conversion and Edge Computing Platforms IEEE Access Universal asynchronous receiver/transmitter (UART) inter-integrated circuit (I²C) asynchronous communication edge computing asynchronous transfer mode ZigBee |
title | Front-End Gateway System With Serial Communication Protocol Conversion and Edge Computing Platforms |
title_full | Front-End Gateway System With Serial Communication Protocol Conversion and Edge Computing Platforms |
title_fullStr | Front-End Gateway System With Serial Communication Protocol Conversion and Edge Computing Platforms |
title_full_unstemmed | Front-End Gateway System With Serial Communication Protocol Conversion and Edge Computing Platforms |
title_short | Front-End Gateway System With Serial Communication Protocol Conversion and Edge Computing Platforms |
title_sort | front end gateway system with serial communication protocol conversion and edge computing platforms |
topic | Universal asynchronous receiver/transmitter (UART) inter-integrated circuit (I²C) asynchronous communication edge computing asynchronous transfer mode ZigBee |
url | https://ieeexplore.ieee.org/document/10225735/ |
work_keys_str_mv | AT guomingsung frontendgatewaysystemwithserialcommunicationprotocolconversionandedgecomputingplatforms AT lifentung frontendgatewaysystemwithserialcommunicationprotocolconversionandedgecomputingplatforms AT chihjunghuang frontendgatewaysystemwithserialcommunicationprotocolconversionandedgecomputingplatforms AT chihpingyu frontendgatewaysystemwithserialcommunicationprotocolconversionandedgecomputingplatforms |