?? ?? ??????? ??????? ???? ????? ???? ?? ???? ????? ?? ???????? ???????

?? ???? ????? ?????? ????????? ????????? ????? ???? ???????? ?????? (DO) ????? ???? ??????? ???? ???? ??????? ???? ?????? ???????? ?????????? ?????????? ????????. ??? ?????? ????? ????????? ????? ?? ???????? ?????? ?????? ?????? ???? ?? ????? ???????????? ???? ?????? ????? ???? ??? ??????? ?????? ??????? ???????. ?? ????? ??? ?????????? ??? ????? ????? ?????? ????? ?? ????? ???? ????? ?? ????? ????? ???????? ???????? ?? ?????? ???????? ?????? ????????. ??? ??? ?????? ?????? ???? ???????? ???? ????? ????? ???? ????? ?? ???????? ??????? ??? ?? ???????? ????? ??????? ??????? ??? ????? ?????????? ?? ??? ?????? ?? ????? ??? ???? ?? ????? ???????.

?? ????????? ??????? ?? ???? ??????????? ??????? ??? ????? ????????? ???????? ???? ???? ????? ?? ???????? ?????? ?????? ??????. ?????? ??? ??????? ????? ?? ???? ???????? ??????? ??????? ???? ????? ???? ????? ?? ??? ??????. ?? ???? ?????? ?? ????? ??? ??? ????????? ??????????? ???????? ??? ?????? ??????? ????? ?? ????? ?????? ?????? ??? ????? ??????? ???????? ?????? ???? ????? ??????? ???? ???????? ??????.

????? ????????? ??????: ???? ????? ?? ????? ?? ???????? ??????

????? ????? ?????????? ??????? ?????? ???????? ???? ????? ????? ???????? ??????? ??????? ????? ?? ????? ?????? ??????? ????????? ?????? ??????? ???????? ?? ?????. ??? ??? ?????????? ?????????????? ?????????? ???? ????? ??? ??? ???? ?????? ????????? ?? ????????? ???? ????? ????? ?????? ??????? ?????? ?????????? ??????? ?????? ????? ?????? ????? ?????? ???????? ?? ???? ?????? ?? ??? ?????. ??? ???????? ??????? ???? ?????????? ??????? ?????? ?? ??????? ??????? ???? ?????? ????? ??????? ????? ?? ?????????.

????? ????? ??????? ???????? ?????? ??????? ???? ????? ??? ???? ????? ??????. ???? ?????? ???????? ??????? ????? ??????? ??? ?????? ?? ??? ?????? ?? ?????? ??????? ??????? ?? ???? ???????? ?? ???? ?????. ???? ??? ?????? ??????? ??????? ?????? ????? ?????? ???????? ??? ??????? ???????? ????? ??????? ??? ???? ??? ?????? ??? ???????? ???????. ????? ?????? ?? ??????? ????????? ???? ????? ????????? ??????? ????? ??????? ???? ??????? ???? ?????????? ??? ?? ??????? ?????? ????????? ??? ???? ???? ??????? ??????? ??????? ??????? ?? ???? ????????? ???????.

?? ??? ????? ?????????? ??????? ?????? ??????? ???????. ??????? ?? ????? ???????? ???????? ?????? ?????????????? ????????? ?????? ??????? ???????? ???????? ?????? ????? ??????? ????????????? ??? ?? ?? ???? ?????? ??????? ????? ??????. ??? ?????????? ???????? ?????? ?????? ?? ??? ???????? ???? ??????? ????? ???? ?????? ??? ???? ???????? ?????????. ?????? ??? ???? ??? ????? ???????? ?? ??????? ?????????? ??? ???? ????? ??????? ?? ?????? ???????? ?? ??????? ??????? ??? ???? ??????? ??????????????? ?? ???? ??? ?????? ?????????? ??????????????.

????? ????? ??????? ???????? ?????? ??????? ?????? ?? ?????? ??????. ??? ????? ?????? ???? ????? ?????? ????? ??? ??????? ?????? ??????? ???????? ???? ????? ??????? ??? ?????? ????? ??????? ?????? ??????? ??????. ??? ?????? ????? ??????? ??????? ?? ?????? ??? ??? ????? ??? ?????? ?????? ?????? ?????? ?? ????? ??????? ???????. ????? ??? ???? ???? ?????? ??? ????? ??????? ??????????? ????????? ?????? ??????? ??????? ??? ??????? ????? ????????? ??????? ??????? ?????? ?????? ????????? ??? ????? ?? ???? ????? ?????? ?? ???????? ??? ??? ?????? ?????? ???????.

??????? ????? ????? ??? ????? ????????? ???????? ????????? ?? ???????? ??????? ????????? ?????? ???? ????? ????????? ??????. ?????? ??? ??????? ?? ???????? ?? ???? ??? ????? ?????? ???????? ??????? ??? ?????? ??? ??????? ??? ?????? ?????? ??????? ????????? ?????? ?????????. ??? ??????? ??? ??????????? ??????? ??????? ??????? (IoT) ???? ?? ?????? ???????? ?????? ????? ???? ????? ?? ?????? ????? ????? ?????? ??????? ?? ?? ??? ???.

???????? ?? ????? ????? ????????? ?????? ???? ???? ?????? ?? ???? ???? ????? ?? ???? ????? ?? ???????? ??????. ?????? ???????? ????????? ?????? ?????? ???????? ????????? ???????? ??? ?? ???? ?? ?????? ??? ???? ?????? ??????? ?????????? ??? ?????? ?????? ???? ????? ???????? ??????.

??? ????? ?????? ?? ????? ????? ??????? ???????? ??????

???? ????? ??????? ???? ????? ??????? ?????? ???????? ??? ??????? ????? ?? ???????? ?????? ????? ?? ???? ????? ?? ???????? ??????. ??? ???? ????? ??????? ??????? ?????? ????????? ???? ???????? ??? ????? ????? ??????? ???? ?????? ????????? ?????? ?? ??????? ?????????. ?????? ????? ?????? ?????? ?? ?????? ????????? ???????? ??????? ????? ??? ????? ????? ?????? ????? ??????????? ???????? ?? ??????? ???????.

?? ???? ????? ?????? ???????? ????? ????? ??????? ??????? ??????. ???? ????? ?? ????? ??????? ???????? ??????? ???? ???????? ???????? ?? ??????? ???????? ????? ???? ??????? ???? ???? ?????? ????????. ???? ?????? ???? ???????? ??? ??? ??? ???????? ?? ??????? ????????? ??? ????? ??????? ????????? ???? ????? ?????? ????? ????????? ??? ????? ??????? ??????? ???? ??????? ??????? ?? ???? ??????? ???????? ?? ??????? ???????.

????? ?????? ??????? ????????? ?????????? ???????? ???????? ??????? ??????? ?? ??? ???? ?????? ???????? ????????? ?? ????? ???????? ???????? ??????. ????? ???????? ?????????? ???????? ?????????? ????????? ????? ??? ??????????? ?????? ???????? ?? ?????????? ??????????????. ???? ???? ??????? ????? ???? ????? ???????? ?? ???? ??????? ?????????? ????? ????? ????? ???????????? ??? ?????? ????? ??????? ???????? ??????? ???????? ??? ??? ???? ??????? ???????? ??????? ????????.

???? ????? ????? ?????? ???????? ??????? ????? ????? ???? ??????? ????????? ??????? ??? ???? ?? ??? ????? ????????? ?? ????? ?????? ???????. ????? ??? ?????? ???? ??? ?? ?????? ??????? ?? ?????? ????????? ??? ???? ?? ???? ?????? ????????? ??? ??? ????????. ?????? ?????? ???????? ????????? ?? ?????? ????? ??????? "????" ?????? ??????? ?????? ????? ??? ??? ??? ????????.

??? ???? ????? ????? ????????? ????????? ?????? ????? ?????? ????? ????? ??????? ???? ???????. ????? ??? ????? ????????? ???????? ?? ????? ????? ???????? ?? ?????? ??? ???? ?????? ???????? ?????? ????? ?? ????????? ?????? ???????? ??? ?????? ????? ??????? ?? ??????? ??????????. ????? ??? ???? ?????? ????? ????????? ???????? ???????? ?? ????? ??????? ???????? ???? ???? ?? ????? ???????? ???????? ?? ?????? ?????? ?????? ?????? ????? ??????? ???????.

????? ??? ???? ????? ???????? ?? ?????? ??????? ???????? ??? ?? ??? ??????? ?????? ?? ?????? ??? ?????? ?????? ???????????? ?? ??? ?????? ??????? ?????? ????? ????? ????????? ??????? ??? ?????? ????????. ?????? ??? ???????? ?????? ?????? ????????? ??? ???? ???? ??????? ????????.

?? ??????? ?????? ????? ?????? ????? ???? ?? ????? ????? ????? ??????? ???????? ??????. ??? ????? ????????? ??? ????????? ??????? ????? ?? ????? ????? ????? ?????? ????? ?????? ???? ????? ?? ????????. ??? ??????? ???? ?????? ???????? ????????? ??? ?????? ?????? ?? ?????? ????? ?? ????? ???? ?? ?????? ???????? ??????? ??? ???? ??????? ???? ????? ??????? ??? ?????? ????? ????? ?????? ???? ????? ?? ?????? ????? ????????? ??????????.

?????? ????????? ??????? ????? ?? ????? ?????? DO

?? ??? ???? ????????? ????????? ????? ????????? ?????? ????? ??? ?????? ????????? ??????? ????? ?? ????? ????? ?? ???????? ?????? ????? ?? ????? ???????? ?????? ????????. ????? ??? ???????? ??????? ?????? ????????? ?? ?????? ???????? ?????? ?? ???? ??? ??????? ???????? ??????? ??????????? ?????? ???????? ??????????? ?? ????? ????? ?????? ?????? ???? ??? ????????.

????? ??????? ???????? ?????? ?? ??????? ???????? ????????? ?????? ?????? ???????? ??? ???? ??????? ??????? ?????? ??????? ????????? ????????? ??????????. ?????? ?? ????? ?????? ????? ???????? ????????? ????? ?? ??????? ??? ???????? ??? ?? ???? ??? ????? ???????? ??????? ?? ???????? ??????? ????????? ??????.

????? ????????? ?????? ????????? ??????? ????? ?? ????? ?????????? ?????? ???????? ??? ?????? ?? ??????? ???????? ??????. ???? ??????? ??? ??????? ???????? ?????????? ?????? ????? ??????? ???????? ?????? ????????? ???? ???? ???????? ????? ????? ????? ??????? ???????? ??????????? ????? ?? ??????? ??????? ????? ???????? ???????. ??? ???? ??????? ?? ????? ??????? ???????? ???? ??????? ???????? ??????? ????????? ?????? ?????? ??? ????????? ??? ???? ???????? ???? ??????? ?????? ???? ????? ??????? ?? ??????.

????? ??? ???? ???? ??????? ???????? ??????? ????????? ??? ?????? ???????? ?????? ?? ?????? ????? ???? ??? ???? ???????? ????????? ???????? ????????? ??? ???? ???? ????? ????? ??????. ???? ??? ??????? ????? ??????? ?????? ???? ????? ??????? ????????? ??????? ?? ???? ?? ??????? ??????? ??????.

?????? ??????? ????? ????? ?????? ????? ????????? ????????. ?? ?????? ??????????? ???????? ???? ????? ????????? ?????? ??????? ??????? ????? ?? ?? ?????? ?? ???? ?? ??? ?? ????? ????????? ??? ?? ???? ??? ??? ???? ????????. ?????? ??? ??????? ???????? ?? ??? ?????? ?? ????? ??????? ???????? ?? ?????? ??? ????????? ???????? ???????? ???????? ???????.

????? ?????? ??????? ???????? ??????? ????????? ?????? ??? ??????? ????? ???? ?? ???? ????? ????????? ?????? ?????? ???????? ??????????. ????? ?????? ????????? ??????? ?????? ?????? ????????? ??? ????? ??????? ???????? ????? ????????? ????? ?? ????? ??????? ??????? ?? ?????? ????? ??? ????? ??????? ??????.

????? ??? ???? ??? ??? ?????? ???? ????????? ?????? ??? ???????? ???? ????? ??????? ???????? ?? ?????? ????????? ?? ?????? ??? ?????????. ??? ??????????? ?????? ????? ???? ?? ????? ??????? - ?? ?????? ????????? ??????? ??? ????? ??????? - ?? ????????? ?? ?????? ???????? ?????? ??????? ??? ?????? ??? ???? ??????.

?? ???? ?????? ?? ????? ??? ?????? ????????? ??????? ????? ??? ????? ??????? ????????? ?? ????? ?? ???????? ?????? ????? ?? ?????? ???????? ??? ??????? ????? ???????? ??? ???? ?? ??? ?????? ???????? ?????? ?? ???? ???? ???? ??? ????? ????? ????? ?????? ????????.

??????? ??????? ???????? ?????????: ????? ???? ???????? ?????? ??? ???????

?????? ?? ????? ????? ????????? ????? ???????? ?????? ??????? ????? ????? ?? ????? ??????? ??????? ??? ??? ?? ???? ?????? ??? ????????. ?? ???? ????? ???????? ??????? ??????? ??????? ???????? ????????? ??????? ????? ???????? ?? ???????? ?????? ??? ????? ???? ?????? ??? ???? ???????? ????????? ????????? ?? ??????? ???? ???? ????? ??? ??????.

???? ????? ???? ???????? ?????? ??????? ???????? ??? ????? ??????? ????? ?????? ????? ??????? ??????? ?????? ??? ???? ?????????? ?????? ??????? ???????? ???????? ?? ????? ??????? ???????. ??? ???? ??????? ???? ?????? ??????? ????? ????? ?????? ??????? ?? ???????? ?? ??????? ??????? ???? ??? ?????? ?? ????? ?????? ??? ?????? ??? ????? ???? ?? ??? ????? ?????? ?? ??????. ?????? ?? ???? ??? ??????? ????? ??????? ?????? ????? ?????? ??????? ?? ??? ????? ??? ???? ??????? ???????? ?????????? ??? ???? ?????? ???? ?????? ?????? ????????.

??????? ????? ???? ???????? ?????? ???????? ?? ???????? ?? ?????? ????????? ??????? ?????????? ??? ??? ??? ????? ????? ????? ????? ??????? ????? ????? ??????. ????? ????? ????????? ????? ??????? ????? ????? ?????? ?? ??? ??? ?????????? ??? ???? ??????? ????? ?????? ?????????. ????? ??? ?????? ?? ??? ???????? ????? ????? ?????? ????? ?????? ??? ??? ???? ??????? ??????? ????? ??? ??????? ????? ????????? ?????? ???????.

??? ???? ????????? ???????? ????? ????? ??????? ???????? ?????? ??????? ???????? ?????? ???????? ?? ???????? ?????? ?????????. ??? ???? ??????? ??????? ????? ??????? ???? ???? ???????? ?????? ?? ??????? ?? ??????? ??????? ?? ??? ????? ????? ??????? ???????? ???? ????????. ??? ?? ???????? ????????? ??????? ????? ???? ???????? ?????? ???????? ?? ????? ?????? ???? ????? ????? ??????? ?? ?????? ???? ????? ?????? ??? ?????? ??????? ????????? ????????.

?????? ???? ??? ????? ???????? ???? ????? ???????? ?????? ???? ????? ???? ???????? ????????? ??? ?? ???????? ??????? ?? ??????? ????? ????????? ??????? ?????? ?????? ???????? ???????? ?? ???? ?? ?????? ?? ??? ????????. ???? ?????? ?????????? ???? ??? ???????? ?????? ??? ????? ?????? ???????? ?????? ????????? ??? ????? ?? ????? ???????? ????????? ?????? ??????.

????? ??? ????????? ???????? ???? ????????? ???????? ?????????? ??????? ??? ??????? ???????? ?????? ??? ????? ????? ?????? ????? ?????????. ?? ?? ??? ??????? ???? ??????? ??? ????? ????????? ????????? ????????? ????? ??????? ???????? ??? ???? ????? ???????? ??? ????? ?? ???? ??????.

???????? ???? ?????? ???? ???????? ?????? ??????? ???????? ????????? ??? ????? ??????? ??????? ???????? ?????? ?????? ??????? ?? ??? ???????? ??????. ??? ???? ????? ???????? ??????? ?????? ?????? ?? ???????? ????? ?? ????? ??? ?? ????? ????? ??????? ?? ????? ????? ?? ????? ???? ????? ?????? ?????? ?????? ?????? ??????? ???????.

?????? ?? ????? ????????? ????????? ???????? ???????? ???????? ??????

????? ????? ??????? ???????? ?????? ??????? ?????? ????? ??????? ???????? ????????? ????????? ???????? ?????? ??????? ??? ???? ?? ???? ?????? ??????? ???????? ??? ?????? ????. ??? ????? ???????? ??????? ?? ????? ????? ????????? ????????? ?? ??? ????? ??????? ??????? ???????? ??????? ???? ?????? ????? ?????? ??? ??? ????? ????? ???? ?????? ??????? ?????? ??? ???? ???? ?? ????? ????? ??????????? ???????? ?????????? ???.

????? ????? ????????? ????????? ?? ???? ????? ??????? ????? ????????? ???????? ??????? ?????? ?????? ?????? ?????? ??????. ???? ??? ?????? ?????? ???????? ??? ???? ????? ?? ???? ??????? ??? ???? ????? ???????? ?? ????? ?????? ???????? ?????? ??????. ?????? ??? ????? ?????? ?????? ????? ????? ?? ????? ??????? ???????? ?????????? ???????? ?? ???? ???????? ???????? ?????????? ??????? ??????????? ????????.

???? ?????? ?????????? ?? ?????????? ????????? ????????? ?????? ??????? ??? LoRaWAN ?Zigbee? ???? ??? ????????? ??? ????? ???? ????? ????? ?? ??? ????? ????????? ??? ???? ????????? ?? ????? ???? ?????? (??????? ??????? ?? ?????? ???????). ????? ??? ??????? ?????? ??????? ??????? ??????? ?? ???? ???? ?????? ?????? ??? ??????? ?????? ???????? ??????? ??????? ?? ?????? ???????? ?????? ???????.

????? ?????? ????? ?????? ???? ?????? ????. ???? ??????? ????? ????????? ????????? ??????? ???? ?????? ???? ?? ??? ????????? ??????? ??? ????? ????? ??????? ????? ????? ?????? ?? ?????? ???????? ???????? ???????. ???? ????????? ??????? ???????? ??? ????? ????? ???????? ?????? ??? ????????? ???????? ??????? ??????? ??? ??????? ?????? ??? ?? ?? ?????? ??????.

????? ??? ??????? ??????? ??? ??? ????????? ????? ?????? ???????? ?? ???? ????? ??????? ??????? ?????? ??????? ??? ??????? ??? ???????. ???? ???? ?? ??? ???????? ?????????? ??????? ????? ?????????? ????? ????????? ????????? ?? ???? ???? ???????? ???? ?? ????? ????????.

????? ????? ??? ???????? ????? ??????? ?? ????? ????????? ????????? ??????? ?????? ????? ???????? ?? ????????? ??????????? ?????? ???????. ?????? ????? ??? ??????? ?? ?????? ????? ?????? ???????? ?????? ???? ?? ????? ?? ??????? ??????? ??????????? ???????.

??? ????? ????? ????????? ????????? ?????? ??????? ?????? ?? ????? ????????? ??????? ?????? ???? ???? ?????? ??? ???? ???????? ????? ???????? ????????? ??? ????? ?? ????? ????? ????? ?????? ????? ???????. ?????? ??? ??????? ??? ????? ????????? ???????? ????? ???? ????????? ??????? ???? ????? ???? ?????? ???????? ?????? ???????.

?? ????? ??????? ????? ????? ????????? ????????? ?????? ?????? ?? ?????? ???????? ??????? ?? ?????? ?? ?????? ??? ????? ??? ????? ?????? ????? ???????. ??? ?????? ?????? ??????? ?? ?????? ??? ??????? ????? ??? ????? ????? ?????? ????????? ????? ??????? ?????? ??? ???? ?? ??? ??????? ?? ???.

?????

????? ?????? ?????? ???????? ??????? ????? ???? ????? ?? ???????? ??????? ???????? ???? ???? ????? ?????????. ????? ????? ?????????? ??????? ??????? ??? ????? ?????? ????? ?????? ???? ??????? ??????? ?? ???? ?????? ?? ???????? ??? ????? ????? ???????? ?? ????? ??????. ?????? ????? ?????? ???? ?????????? ?? ???? ????? ???????? ???????????? ??? ???? ???? ??? ??????????? ???????? ?? ??????? ???????. ??? ????? ????? ?????? ??? ?????? ????????? ??????? ????? ?????? ???????? ?????? ????? ??? ??? ????? ???????? ??? ?????? ??????? ?????? ???????? ????????.

????? ??????? ??????? ???????? ????????? ???? ????? ???? ?? ????? ?? ????? ?? ?????? ??????????? ??? ???? ???? ???????? ?????? ?????? ??? ?? ???? ?????? ?????????? ????? ???? ?????? ???????. ???????? ?????? ????? ????????? ????????? ?? ???????? ??????? ????????? ??? ?????? ??? ??????? ?????? ?????? ???????? ?????? ?????????? ???????? ?? ????? ??????? ????? ????? ????? ??????? ??????? ?????? ????????.

?? ????? ??? ???????? ??????????? ??????? ?? ????? ??? ?????? ??? ???????? ?????? ????? ?? ?????? ???????? ???????? ????? ???????? ?? ????? ?????? ???? ??????? ???? ????? ???????? ??????? ????????? ?????? ???????. ??? ??????? ????????? ?????? ?????? ??? ???????? ?????? ??? ???? ???? ????? ????????? ???????? ?? ?? ??? ???? ???????? ???? ???? ?? ????? ?????? ??????? ????????.