I am also having this problem, and it seems to be firmware related.
I have two of these sensors in my garden. One has been in place since April, and has been updated to the latest firmware. It averages ~-65 dBm RX power. Randomly, it seems to go to sleep as the others have mentioned - no updates published, values remain static, etc. Firmware is reported by HA as 0×00000026.
Meanwhile, I have another sensor that is further away in the garden. It averages about -85 dBm RX power and remains active. Firmware is reported by HA as 0×0000001f. Both are connected to the same Zigbee router. Hence, I doubt it is a connection quality issue since I should be seeing this with the sensor with a lower LQI, but instead I am seeing this issue with the closer/stronger RX power unit.
See comparison screenshot here.