What are the factors that strongly limit the operation time of battery$-$operated IoT sensors$?$

a$.$ average energy consumption,

b$.$ frequency of e$-$m waves used for radio transmissions,

c$.$ frequency of radio transmissions,

d$.$ mass of the sensor$,$

e$.$ energy capacity of the battery,

f$.$ number of IoT sensors in near proximity.