Does the cell phone battery affect network signal?

Yes, if the cellular battery is critically low, the mobile phone processor would not be able to perform at its best to draw maximum possible wireless signal strength from the nearest cellphone tower or transmitter. Therefore, the cell phone battery does affect network signal capture capability of a smartphone. We recommend maintaining a minimum 25% battery charge on your smartphone for optimal network signal strength.