Choosing power supply with sensor
You are making assumptions about your sensor that may not be valid. If you reduce the input voltage it is possible that the input current could go up, so that the power consumption remains relatively constant. So, no, based on the information you have provided we can't say that your proposed arrangement will work. We can't say how the sensor current will change or why it is changing in a particular way. Just not enough information.