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. 2022 May 19;22(10):3838. doi: 10.3390/s22103838

Table 1.

Summary of recent related works.

Work OBD-II Reader Edge Computing TinyML Observed Sensors
This work Freematics ONE+ Yes Yes MAP, MAF, IAT, RPM
[28] ELM-327 * Mobile App No MAP, Speed
[29] ELM-327 * No
Offline computing
No MAP, MAF, IAT, RPM
[30] ELM-327 * No
Offline computing
No MAP, Speed, AP
[31] Freematics ONE+ No
Offline computing
No MAP, Speed, RPM, MAF, IAT
[32] OBD-II reader not specified +
Raspberry Pi 
No
Offline computing
No MAP, Speed, RPM, MAF, IAT

* ELM-327 has an ATMega644 microcontroller internally, but it is not used for computing in the cited works.