ื—ื™ื‘ื•ืจ ืžื›ืฉื™ืจื™ IoT ื‘ืขื™ืจ ื—ื›ืžื”

ื”ืื™ื ื˜ืจื ื˜ ืฉืœ ื”ื“ื‘ืจื™ื ืžื˜ื‘ืขื• ืื•ืžืจ ืฉืžื›ืฉื™ืจื™ื ืžื™ืฆืจื ื™ื ืฉื•ื ื™ื ื”ืžืฉืชืžืฉื™ื ื‘ืคืจื•ื˜ื•ืงื•ืœื™ ืชืงืฉื•ืจืช ืฉื•ื ื™ื ื™ื•ื›ืœื• ืœื”ื—ืœื™ืฃ ื ืชื•ื ื™ื. ื–ื” ื™ืืคืฉืจ ืœืš ืœื—ื‘ืจ ืžื›ืฉื™ืจื™ื ืื• ืชื”ืœื™ื›ื™ื ืฉืœืžื™ื ืฉื‘ืขื‘ืจ ืœื ื”ื™ื• ืžืกื•ื’ืœื™ื ืœืชืงืฉืจ.

ืขื™ืจ ื—ื›ืžื”, ืจืฉืช ื—ื›ืžื”, ื‘ื ื™ื™ืŸ ื—ื›ื, ื‘ื™ืช ื—ื›ื...

ืจื•ื‘ ื”ืžืขืจื›ื•ืช ื”ื—ื›ืžื•ืช ื”ื•ืคื™ืขื• ื›ืชื•ืฆืื” ืžื™ื›ื•ืœืช ืคืขื•ืœื” ื”ื“ื“ื™ืช ืื• ืฉื•ืคืจื• ื‘ืื•ืคืŸ ืžืฉืžืขื•ืชื™ ืขืœ ื™ื“ื™ ื–ื”. ื“ื•ื’ืžื” ืœื›ืš ื”ื™ื ืชื—ื–ื•ืงื” ื—ื–ื•ื™ื” ืฉืœ ืฆื™ื•ื“ ื‘ื ื™ื™ื”. ื‘ืขื•ื“ ืฉื‘ืขื‘ืจ ื ื™ืชืŸ ื”ื™ื” ืœืฆืคื•ืช ืžื‘ื—ื™ื ื” ืืžืคื™ืจื™ืช ืœืชื—ื–ื•ืงื” ืขืœ ื‘ืกื™ืก ื”ืฉื™ืžื•ืฉ ื‘ืฆื™ื•ื“, ืžื™ื“ืข ื–ื” ืžืชื•ื•ืกืฃ ื›ื™ื•ื ืขืœ ื™ื“ื™ ื ืชื•ื ื™ื ื”ืžืชืงื‘ืœื™ื ืžืžื›ืฉื™ืจื™ื ื›ื’ื•ืŸ ื—ื™ื™ืฉื ื™ ืจื˜ื˜ ืื• ื˜ืžืคืจื˜ื•ืจื” ื”ืžื•ื‘ื ื™ื ื™ืฉื™ืจื•ืช ื‘ืžื›ื•ื ื”.

ื—ื™ื‘ื•ืจ ืžื›ืฉื™ืจื™ IoT ื‘ืขื™ืจ ื—ื›ืžื”

ื”ื—ืœืคืช ื ืชื•ื ื™ื ื™ื›ื•ืœื” ืœื”ืชื‘ืฆืข ืื• ื™ืฉื™ืจื•ืช ื‘ื™ืŸ ืžืฉืชืชืคื™ ื”ืจืฉืช ืื• ื‘ืืžืฆืขื•ืช ืฉืขืจื™ื, ื›ืžื• ื‘ื”ืขื‘ืจืช ื ืชื•ื ื™ื ื‘ืืžืฆืขื•ืช ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืชืงืฉื•ืจืช ืฉื•ื ื•ืช.

ืฉืขืจื™ื

ืฉืขืจื™ื ื ืงืจืื™ื ืœืคืขืžื™ื ื”ืชืงื ื™ ืงืฆื”, ื›ืžื• ื—ื™ื™ืฉื ื™ื ืžื—ื•ืฅ ืœืืชืจ ืฉื™ื›ื•ืœื™ื ืœืื—ืกืŸ ื ืชื•ื ื™ื ื ื›ื ืกื™ื ื‘ืขื ืŸ ืื ื”ืชืงืฉื•ืจืช ืขื ืคืœื˜ืคื•ืจืžืช ื”-IoT ื ื›ืฉืœืช. ื‘ื ื•ืกืฃ, ื”ื ื™ื›ื•ืœื™ื ื’ื ืœืขื‘ื“ ืืช ื”ื ืชื•ื ื™ื ื›ื“ื™ ืœื”ืคื—ื™ืช ืืช ื ืคื—ื ื•ืœืฉื“ืจ ืจืง ืืช ื”ืขืจื›ื™ื ืฉืžืจืื™ื ื—ืจื™ื’ื” ืžืกื•ื™ืžืช ืื• ื—ื•ืจื’ื™ื ืžื”ืžื’ื‘ืœื•ืช ื”ืžืงื•ื‘ืœื•ืช ืœืคืœื˜ืคื•ืจืžืช ื”-IoT.

ืกื•ื’ ืžื™ื•ื—ื“ ืฉืœ ืฉืขืจ ื”ื•ื ืžื” ืฉื ืงืจื ืจื›ื– ื ืชื•ื ื™ื, ืฉืชืคืงื™ื“ื• ืœืืกื•ืฃ ื ืชื•ื ื™ื ืžื—ื™ื™ืฉื ื™ื ืžื—ื•ื‘ืจื™ื ื•ืœืื—ืจ ืžื›ืŸ ืœื”ืขื‘ื™ืจ ืื•ืชื ื“ืจืš ืกื•ื’ ืื—ืจ ืฉืœ ืชืงืฉื•ืจืช, ืœืžืฉืœ, ืขืœ ื—ื•ื˜ื™ื. ื“ื•ื’ืžื” ื˜ื™ืคื•ืกื™ืช ื”ื™ื ืฉืขืจ ืฉืื•ืกืฃ ื ืชื•ื ื™ื ืžืžืกืคืจ ืงืœื•ืจื™ื•ืช ื‘ืืžืฆืขื•ืช ื˜ื›ื ื•ืœื•ื’ื™ื™ืช IQRF ื”ืžื•ืชืงื ืช ื‘ื—ื“ืจ ื”ื“ื•ื•ื“ื™ื ืฉืœ ื‘ื ื™ื™ืŸ, ืืฉืจ ื ืฉืœื— ืœืื—ืจ ืžื›ืŸ ืœืคืœื˜ืคื•ืจืžืช IoT ื‘ืืžืฆืขื•ืช ืคืจื•ื˜ื•ืงื•ืœ IP ืกื˜ื ื“ืจื˜ื™ ื›ื’ื•ืŸ MQTT.

ืžื›ืฉื™ืจื™ื ื”ืžื‘ื•ืกืกื™ื ืขืœ ืชืงืฉื•ืจืช ื™ืฉื™ืจื” ื”ื ื‘ืขื™ืงืจ ื—ื™ื™ืฉื ื™ื ื—ื“-ืฉื™ืžื•ืฉื™ื™ื, ื›ืžื• ื—ื™ื™ืฉื ื™ ื“ื•ืคืง ื”ืžื™ื•ืขื“ื™ื ืœืžื•ื ื™ ื—ืฉืžืœ, ื”ื ื™ืชื ื™ื ืœื”ืฆื˜ื™ื™ื“ ื‘ื›ืจื˜ื™ืกื™ ืกื™ื. ืžืฆื“ ืฉื ื™, ืžื›ืฉื™ืจื™ื ื”ืžืฉืชืžืฉื™ื ื‘ืฉืขืจื™ื ื›ื•ืœืœื™ื, ืœืžืฉืœ, ื—ื™ื™ืฉื ื™ Bluetooth Low Energy ื”ืžื•ื“ื“ื™ื ืืช ืจืžื•ืช ื”ืคื—ืžืŸ ื”ื“ื• ื—ืžืฆื ื™ ื‘ื—ื“ืจ.

ืจืฉืชื•ืช ืืœื—ื•ื˜ื™ื•ืช

ื‘ื ื•ืกืฃ ืœื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืชืงืฉื•ืจืช ืฆื™ื‘ื•ืจื™ื•ืช ืงื ื™ื™ื ื™ื•ืช ืกื˜ื ื“ืจื˜ื™ื•ืช ื•ื ืคื•ืฆื•ืช ื›ื’ื•ืŸ SigFox ืื• ืจืฉืชื•ืช ืกืœื•ืœืจื™ื•ืช 3G/4G/5G, ืžื›ืฉื™ืจื™ IoT ืžืฉืชืžืฉื™ื ื’ื ื‘ืจืฉืชื•ืช ืืœื—ื•ื˜ื™ื•ืช ืžืงื•ืžื™ื•ืช ืฉื ื‘ื ื• ืขื‘ื•ืจ ืžืฉื™ืžื” ืžืกื•ื™ืžืช, ื›ื’ื•ืŸ ืื™ืกื•ืฃ ื ืชื•ื ื™ื ืžื—ื™ื™ืฉื ื™ ื–ื™ื”ื•ื ืื•ื•ื™ืจ. ืœื“ื•ื’ืžื”, LoRaWAN. ื›ืœ ืื—ื“ ื™ื›ื•ืœ ืœื‘ื ื•ืช ืืช ื”ืจืฉืช ืฉืœื•, ืื‘ืœ ื—ืฉื•ื‘ ืœื–ื›ื•ืจ ืฉื”ื•ื ื’ื ืื—ืจืื™ ืœืชื—ื–ื•ืงื” ื•ืœืชื—ื–ื•ืงื”, ืžื” ืฉื™ื›ื•ืœ ืœื”ื™ื•ืช ืžืฉื™ืžื” ืงืฉื” ื‘ื”ืชื—ืฉื‘ ื‘ื›ืš ืฉืจืฉืชื•ืช ืืœื• ืคื•ืขืœื•ืช ื‘ืœื”ืงื•ืช ืœืœื ืจื™ืฉื™ื•ืŸ.

ื™ืชืจื•ื ื•ืช ื”ืฉื™ืžื•ืฉ ื‘ืจืฉืชื•ืช ืฆื™ื‘ื•ืจื™ื•ืช:

  • ื˜ื•ืคื•ืœื•ื’ื™ื™ืช ืจืฉืช ืคืฉื•ื˜ื” ื‘ื›ืœ ื”ื ื•ื’ืข ืœืคืจื™ืกืช ื”ืชืงื ื™ IoT;
  • ืคื™ืฉื•ื˜ ืชื—ื–ื•ืงืช ื”ื—ื™ื‘ื•ืจ;
  • ื”ืžืคืขื™ืœ ืื—ืจืื™ ืขืœ ื”ืคื•ื ืงืฆื™ื•ื ืœื™ื•ืช ืฉืœ ื”ืจืฉืช.

ื—ืกืจื•ื ื•ืช ื”ืฉื™ืžื•ืฉ ื‘ืจืฉืชื•ืช ืฆื™ื‘ื•ืจื™ื•ืช:

  • ื”ืชืœื•ืช ื‘ืžืคืขื™ืœ ื”ืจืฉืช ืœื ืžืืคืฉืจืช ืœืžืฆื•ื ืฉื’ื™ืื•ืช ืชืงืฉื•ืจืช ื•ืœืชืงืŸ ืื•ืชืŸ ื‘ื–ืžืŸ;
  • ืชืœื•ืช ื‘ืื–ื•ืจ ื›ื™ืกื•ื™ ื”ืื•ืช, ืืฉืจ ื ืงื‘ืข ืขืœ ื™ื“ื™ ื”ืžืคืขื™ืœ.

ื™ืชืจื•ื ื•ืช ื‘ื”ืคืขืœืช ืจืฉืช ืžืฉืœืš:

  • ื ื™ืชืŸ ืœื™ื™ืขืœ ืืช ื”ืขืœื•ืช ื”ื›ื•ืœืœืช ืฉืœ ื”ื—ื™ื‘ื•ืจ ืขื‘ื•ืจ ื”ืชืงื ื™ื ืžื—ื•ื‘ืจื™ื ืกืคืฆื™ืคื™ื™ื (ืœืžืฉืœ ื—ื™ื™ืฉื ื™ื);
  • ื—ื™ื™ ืกื•ืœืœื” ืืจื•ื›ื™ื ื™ื•ืชืจ ืคื™ืจื•ืฉื ืคื—ื•ืช ื“ืจื™ืฉื•ืช ืงื™ื‘ื•ืœืช ื”ืกื•ืœืœื”.

ื—ืกืจื•ื ื•ืช ื‘ื”ืคืขืœืช ืจืฉืช ืžืฉืœืš:

  • ื”ืฆื•ืจืš ืœื™ืฆื•ืจ ืจืฉืช ืฉืœืžื” ื•ืœื”ื‘ื˜ื™ื— ืืช ื™ืฆื™ื‘ื•ืช ื”ืชืงืฉื•ืจืช ื”ืืœื—ื•ื˜ื™ืช. ืขื ื–ืืช, ืขืœื•ืœื•ืช ืœื”ื™ื•ื•ืฆืจ ื‘ืขื™ื•ืช ืื, ืœืžืฉืœ, ื”ืคื•ื ืงืฆื™ื•ืช ืื• ื”ื–ืžื™ื ื•ืช ืฉืœ ื”ื‘ื ื™ื™ืŸ ืžืฉืชื ื•ืช, ื•ื›ืชื•ืฆืื” ืžื›ืš, ื”ื—ื™ื™ืฉื ื™ื ืขืœื•ืœื™ื ืœืื‘ื“ ืืช ื”ืื•ืช ืžื›ื™ื•ื•ืŸ ืฉื‘ื“ืจืš ื›ืœืœ ื™ืฉ ืœื”ื ืคื—ื•ืช ื›ื•ื— ืฉื™ื“ื•ืจ ื ืชื•ื ื™ื.

ืœื‘ืกื•ืฃ, ื—ืฉื•ื‘ ืœืฆื™ื™ืŸ ื›ื™ ื™ื›ื•ืœืช ื”ืคืขื•ืœื” ื”ื”ื“ื“ื™ืช ืฉืœ ืžื›ืฉื™ืจื™ื ื”ื™ื ื–ื• ืฉืžืืคืฉืจืช ืœื ื• ืœืขื‘ื“ ื•ืœื ืชื— ืืช ื”ื ืชื•ื ื™ื ืฉื ืืกืคื• ื‘ืืžืฆืขื•ืช ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ื›ืžื• Machine Learning ืื• Big Data Analysis. ื‘ืขื–ืจืชื ื ื•ื›ืœ ืœืžืฆื•ื ืงืฉืจื™ื ื‘ื™ืŸ ื ืชื•ื ื™ื ืฉื‘ืขื‘ืจ ื ืจืื• ืœื ื• ืœื ื‘ืจื•ืจื™ื ืื• ื˜ืจื™ื•ื•ื™ืืœื™ื™ื, ืžื” ืฉืžืืคืฉืจ ืœื ื• ืœื”ื ื™ื— ื”ื ื—ื•ืช ืœื’ื‘ื™ ืื™ืœื• ื ืชื•ื ื™ื ื™ื™ืžื“ื“ื• ื‘ืขืชื™ื“.

ื–ื” ืžืงื“ื ื“ืจื›ื™ื ื—ื“ืฉื•ืช ืœื—ืฉื•ื‘ ืขืœ ืื™ืš ื”ืกื‘ื™ื‘ื” ืขื•ื‘ื“ืช, ื›ืžื• ืฉื™ืžื•ืฉ ื™ืขื™ืœ ื™ื•ืชืจ ื‘ืื ืจื’ื™ื” ืื• ื™ื™ืขื•ืœ ืชื”ืœื™ื›ื™ื ืฉื•ื ื™ื, ื‘ืกื•ืคื• ืฉืœ ื“ื‘ืจ ืœืฉืคืจ ืืช ืื™ื›ื•ืช ื”ื—ื™ื™ื ืฉืœื ื•.

ืžืงื•ืจ: www.habr.com

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