Same Ground when running multiple Power Sources

If you supply 12-24V to the sensors and 5V to the Arduino and use a common GND then, as long as the sensors really do only output a 5V signal then you will be OK

Without a common GND connection the Arduino has no reference against which to measure the voltage of the sensor output

You can say that again.
What application are you using them for ?

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