IoT ????????? Activity Monitoring ???????????? ??????? ?????? ?????? ????????? ???????????? ???????????? ???????

?????? ?????? ?????? ??????????????? ?????? ?????? ?????? ?????? ??????????????? ?????? ???????????? ????????? ??????????????? ?????? ????????? Internet of Things (IoT) ?????? ???????????? ????????? ?????????????????? ??????, ?????? ?????? ?????? ????????? ????????? IoT ?????? ??????????????? ?????? ??????????????? ?????? ???????????? ?????? ????????? ?????? ???????????? Smart Home, office, hospital, ?????? ???????????? ?????? ?????? ???????????? ??????????????? factories ????????? ?????? ???????????? ???????????? ?????? ?????? ????????? ?????????

??????????????? Activity Monitoring ?????? ?????? ???????????? ????????? ?????? ?????????????????????????????? ?????????????????? ????????? ??????, Activity Monitoring, IoT ????????? ???????????? ?????? ?????????????????? ?????? ?????????????????? ?????? activity ?????? ??????????????? ?????? analyze ???????????? ????????? ?????????????????? ???????????? ?????????

????????? ?????? ?????? Activity Monitoring in IoT ?????? ????????? ?????? ???????????? ???????????? ????????? ??????????????? ??????????????? ??????, ?????? ?????? ?????? ??????????????? ?????? ???????????? ???????????? ????????? ?????????????????? ?????? ??????????????? ????????? ?????? ?????? ??????????????? ???????????? ?????? ?????? Activity Monitoring ???????????? ???????????? ???????, Activity Monitoring ????????? ???????????? ???????????? ??????, ?????? ????????? ?????? ?????? ?????? ?????? ????????????????????? ?????? ?????? ?????? ????????? ????????? Activity Monitoring ?????? Popular Devices ????????? - ????????? ?????? ????????? ?????? ????????? ???????????? Activity Monitoring ?????? case study ???????????? ?????? ?????? ?????? ??????????????? ?????? ???????????? ???????????? ????????????

What Activity Monitoring in IoT in Hindi - Activity Monitoring ???????????? ???????

IoT ????????? Activity Monitoring ?????? ????????? ???????????? ?????? ??????????????????, sensor ?????? ????????? ???????????? ????????????????????? ?????? activities ?????? ????????? ????????????, record ???????????? ?????? ????????? ?????????????????? analyze ???????????? ???????????? ?????????

IoT ?????????????????? ????????? Activity Monitoring ?????? ????????? ????????? ???????????????, cameras, GPS trackers ?????? ????????????????????? ?????????????????? ?????? ?????????????????? ?????? ????????? ???????????? ??????, Activity Monitoring ?????? ?????????????????? ?????? real-time ???????????? ?????????????????? ???????????? ????????? ?????????????????? ??????????????? ?????????

?????? ?????? ????????? ????????? ?????? security, factory automation, healthcare ?????? traffic control ????????? ???????????? ?????? ???????????? ???????????????????????? ????????? ??????????????? ???????????? ?????? ????????? ?????????

????????? ?????? ?????????????????? AI (Artificial Intelligence) ?????? ML (Machine Learning) ?????? ??????????????? ???????????? ?????? ?????? ???????????? ?????????????????? ?????? unusual activities ?????? ?????? ????????? ????????? ???????????? ??????, ?????? fraud detection ?????? risk management ????????? ???????????? ?????????????????? ?????????????????? ???????????? ?????????

Cyber security ????????? ?????? ???????????? ??????????????? ???????????? ???????????? ??????????????? ???????????? ?????????????????? ?????? unauthorized access ?????? ???????????? ?????? ???????????? ???????????? ?????? ?????? ??????????????? ?????????

How does activity monitoring work in IoT in Hindi?

Activity Monitoring ?????? ????????????????????????????????? ????????????????????? ?????? ??????????????? sensors ?????? devices ?????? ???????????? user interface ?????? ?????? ???????????? ??????????????? ??????????????? ???????????? ????????? ???????????? ????????? ?????? ?????? ??????????????? ?????? ???????????? detail ????????? ?????????????????? ??????:

1. Sensors or Devices

?????? ?????? ?????????????????? ?????? ???????????? ???????????? ???????????? ?????? ?????????????????????????????? ??????????????? Sensors ?????? devices ???????????? ?????? ?????? physical ?????? environmental ????????? ????????????????????? ????????? - ????????? ?????????????????? ?????? ???????????? ?????? ?????????????????? ???????????? ??????, ????????????:

• Motion Sensors - ???????????? ????????? ???????????? ?????? object ?????? ????????? ???????????? ??????????????? ?????? movement detect ???????????? ???????????? ????????? ????????????, PIR sensors ?????? ???????????? ???????????????????????? ??????????????? ??????????????? ??????????????? ??????????????? ?????? ????????? ?????? ????????????????????? ?????? ????????? ???????????? ???????????? ?????????
• Temperature Sensors - ?????? ??????????????? ?????? ??????????????? Temperature ?????? level ??????????????? ?????? ????????? ???????????? ???????????? ????????? ????????????: AC ?????? refrigerators ????????? ?????? sensors ??????????????? ????????? ???????????? ?????? ?????? ?????? ????????? ?????? ??????????????????????????? ??????????????? ?????? ???????????? ?????????
• Heart Rate Monitors - ?????? ??????????????? ?????? ??????????????? Health tracking devices ????????? ???????????? ???????????? ????????? ?????? ?????? ????????? ??????????????? ???????????? ????????? ???????????? ???????????? ??????????????????????????? ?????? ?????????????????? ???????????? ?????????
• GPS Trackers - ????????? ???????????? object, vehicle ?????? ????????? ???????????? ??????????????? ?????? location ?????? track ???????????? ?????? ?????? ???????????? ????????? GPS Trackers ?????? ??????????????? ???????????? ???????????? ?????? ?????? ?????? ????????? ?????? ??????????????? ?????? ???????????? ?????????

?????? ????????? ?????? sensors ?????? devices ?????? ?????? ?????? ????????? ?????? real-world ????????? ???????????? ???????????? activities ?????? ?????????????????? ???????????????????????? ????????? ??????????????? ?????????

2. Data Transmission

?????? ?????? sensors ?????? devices ?????????????????? ???????????? ????????? ?????? ???????????? collect ???????????? ???????????? ??????, ?????? ???????????? ????????? ????????? ???????????? ?????? ????????????????????? ?????? ?????????????????? ?????? analysis ???????????? ?????? ????????? ??????????????? ???????????? ????????? ??????????????? ????????? Communication Protocols ?????? ??????????????? ???????????? ???????????? ??????, ????????????:

• Wi-Fi - ???????????? ??????????????? High-speed ???????????? ???????????????????????? ???????????? ?????? ????????? ???????????? ???????????? ??????, ????????????: smart cameras, smart speakers ?????? smart home devices ?????? ???????????? ???????????????????????? ???????????? ?????? ????????? ????????????????????? ?????? ??????????????? ???????????? ?????????
• Bluetooth - ?????? ?????? ???????????? Short-range ???????????? ???????????????????????? ???????????? ???????????? ?????? ?????? ???????????? ????????? ?????? ?????? Protocol ?????? ??????????????? ???????????? ??????, ????????????: smartwatches, fitness bands, ?????? wireless earphones ?????? ?????? ?????? ?????? distance ?????? ????????? nearby ????????? connect ???????????? ?????????
• Zigbee - ???????????? ??????????????? Low-power ???????????? wireless communication ?????? ????????? ???????????? ???????????? ??????, ????????????: ????????????????????? ?????????????????????, ????????????????????? ???????????????????????????????????? ?????? IoT home automation ????????? ???????????? ????????? ?????????????????? ??????????????? ???????????? ?????? ?????? power ?????? ??????????????? ???????????? ?????? ?????????????????? ?????? ????????? ??????????????? efficiently ????????? ???????????? ?????????
• LPWAN (Low-Power Wide-Area Network) - Long-range ?????? low-power communication ?????? ????????? ?????? protocol ?????? ??????????????? ???????????? ???????????? ??????, ????????????: ????????????????????? ?????????????????????????????? ??????????????????, ????????????????????????????????? ??????????????????????????? ?????????????????? ?????? industrial IoT sensors ????????? ????????? ???????????? ?????????????????? ???????????? ?????? ???????????? ??????????????? ?????? ???????????? ??????????????????????????? power consume ????????????

?????? ????????? technologies ???????????? ?????? real-time ?????? ????????? ?????????????????? ???????????? ?????? ??????????????? ????????? ?????????????????? ???????????? ?????????

3. Cloud Storage or Processing

?????? ?????? ???????????? ????????????????????? ?????? ?????????????????? ?????? ???????????? ???????????? ???????????? ?????? ?????? ????????? store ?????? process ???????????? ?????? ????????? cloud computing ?????? ??????????????? ???????????? ???????????? ?????????

• Cloud Storage - ?????? ?????? ???????????? ???????????? ???????????? ???????????? ?????? ?????? ?????? ???????????? ?????? centralized servers ?????? ??????????????? ???????????? ?????? ???????????? ?????? access ?????? analysis ???????????? ???????????? ?????????
• Processing Tools - ?????? ??????????????? ????????? AI ?????? analytics tools ?????? ??????????????? ???????????? ???????????? ?????? ?????? meaningful information ????????? ???????????? ???????????? ?????????
• Security Measures - ??????????????? ???????????? encryption ?????? authentication ?????????????????? ?????? ??????????????? ???????????? ???????????? ?????? ???????????? ???????????? ??????????????? ???????????????????????? ????????? ????????????

Cloud computing ?????? ????????? ?????? ?????? ?????? large-scale ???????????? Activity Monitoring ??????????????? ?????? ???????????? ?????? ?????? ?????? ????????? multiple devices ?????? ???????????? ?????? ?????? ????????? ?????? ??????????????? ???????????? ?????? ???????????? ?????????

4. Data Analytics or AI

?????? ???????????? Cloud ?????? ??????????????? ?????? ???????????? ?????? ?????? ???????????? ?????????, Machine Learning (ML) ?????? AI algorithms ?????? ??????????????? ???????????? ???????????? ?????? ??????????????? ?????????????????? ?????? ???????????? ?????? analysis ???????????? ???????????? ????????? ?????? ????????????????????? ?????? ?????? ????????? ?????? ???????????? ?????? ???????????? ?????????

• Pattern Detection - ?????? ?????? AI algorithms ?????? ?????? historical ???????????? ?????? ????????????????????? ???????????? ????????? patterns identify ???????????? ??????, ???????????? ????????? ?????? ??????????????? daily walking ????????? ?????? ??????????????? ???????????????
• Anomaly Detection - ????????? ??????????????? ???????????? ????????? ?????? ????????? unusual activity ??????????????? ???????????? ?????? ?????? ?????? ?????? ?????????????????? ???????????? ?????? ?????? ???????????? detect ?????? ???????????? ??????, ???????????? ?????? ????????????????????? ?????????????????????????????? ?????????????????? ???????????? ?????? ?????????????????? ???????????? ?????? detect ?????? ???????????? ?????? ????????? ????????? ????????????
• Predictive Analysis - ??????????????? ????????? ???????????? future events ?????? ?????????????????? ??????????????? ???????????? ?????? ?????? ???????????? ????????? ?????? ?????????????????? ???????????? ?????? ?????????????????? ???????????? ????????? ???????????? ???????????? ?????? ???????????? ?????? performance ?????? analyze ???????????? ?????? ??????????????? ?????? ?????? ???????????? ?????? maintenance ?????? ?????? ??????????????? ??????????????????

AI ?????? analytics ?????? ?????????????????? ?????? Original data ?????? ?????? Actionable data ????????? ???????????? ???????????? ??????, ?????? ???????????????????????????????????? ?????? ????????? ???????????? ?????????????????? ????????? ????????? ???????????? ?????????

5. User Interface

??????????????? ?????????, ?????? analyze ???????????? ????????? ????????????????????? ?????? ???????????? ??????, ?????? ???????????? ????????? ?????? analyzed ?????? ???????????? ?????? ????????????????????? ?????? ????????? ???????????? ????????? ?????? ?????? user-friendly interface ?????? ??????????????? ???????????? ???????????? ????????? ?????? ?????? interface ?????? ?????? ?????? ???????????? ????????? - ????????? ??????????????? ????????? ?????? ???????????? ?????????

• Mobile Apps - ?????? apps ?????? ?????????????????? ?????? ????????? ?????? ???????????? ?????? ?????? apps ???????????????????????? ?????? ????????? ?????? ?????? ???????????? smartphone ?????? ?????? ???????????? ?????? ????????? ???????????? ?????? ?????? ?????????????????? ???????????????????????? ?????? ?????? ???????????? ??????, ???????????? fitness tracking apps ??????????????? ????????? ???????????? daily steps ?????? heart rate ?????????????????? ???????????? ?????????
• Web Dashboards - Business ?????? industrial ??????????????? ?????????????????? ?????? ????????? ?????? web-based dashboards ????????????????????? ???????????? ?????? ??????????????? ????????? ???????????? real-time reports ?????? graphs ?????????????????? ???????????? ?????????
• Smart Alerts - ????????? ????????? ?????? ???????????? ?????? setup ?????? ??????????????? ?????? ?????? ????????? ?????? ?????? ???????????? ?????? ????????? ?????? ????????? unusual activity ???????????? ?????? ?????? ?????? ??????????????? ???????????? ?????? notification ?????? alert ????????? ???????????? ??????, ???????????? smart security camera app ????????? ????????? ????????? ???????????? ????????????????????? ???????????? ?????? ?????? ???????????? ?????? alert ??????????????? ?????????

User Interface ?????? ???????????? ????????? ?????? ??????????????? ????????? ????????? ???????????? ?????? ?????? ???????????? ????????? ??????????????? ????????? ????????? ?????? ?????? ?????? ??????????????? ?????? ??????????????? ?????? actions ?????? ????????????

Popular Activity Monitoring Devices in Hindi

IoT ????????? activity monitoring ?????? ??????????????? ?????? ???????????? ????????? - ????????? ??????????????? ?????? industries ????????? ???????????? ???????????? ????????? ?????? ?????? ?????????????????????????????? ?????? ?????? ??????????????? ?????????????????? ????????? ?????? real-time data collection ?????? analysis ???????????? ????????? ?????????????????? ???????????? ????????? ???????????? processes ?????? optimize ???????????? ?????? ????????? ?????? decision-making ?????? ?????? ?????? ?????????????????? ????????? ???????????? ?????? ???????????? IoT ????????? activity ??????????????????????????? ?????? ????????? ?????????????????????????????? ??????????????? ????????? ???????????? ??????:

1. Smart Home or Security Devices:

Activity monitoring ?????? ?????????????????? ?????? ????????????????????? ???????????? ?????? ?????????????????????????????? ???????????????????????? ?????? ?????? ?????? ?????? ?????????????????? efficient ?????? ???????????????????????? ??????????????? ?????? ???????????? ?????????

CCTV Cameras:

• ?????? ?????? cameras ???????????? ?????? ?????? ?????? ?????? ????????? ?????? ?????? - ????????? ?????? ?????? ?????? angle ?????? ?????????????????? ????????????????????? ???????????? ?????? ?????? ????????? ?????? ?????????????????? footage ?????? ???????????? cloud ?????? ????????? ???????????? local storage ????????? ???????????????????????? save ?????? ???????????? ?????????
• ?????? ?????? ?????? ?????? CCTV cameras ????????? ?????? ?????? ???????????? ?????????????????? ????????????????????? ???????????? ?????? ???????????? ???????????? ???????????? normal cameras ?????? ????????????????????? ???????????? ?????????????????? advanced features ??????????????? ?????? ????????? ???????????? ?????? ???????????? night vision, motion detection, ?????? remote access ????????????
• ?????? cameras ??????????????? ?????? - ????????? ?????? ????????? ????????????????????? ?????? ??????????????? ????????? ???????????? ?????????????????? ?????????????????? ???????????? ??????, ?????? ???????????? ?????????????????? ?????? ?????? ???????????????????????? ?????? ?????? ??????????????? ?????? ????????? ???????????? ?????????
• ?????????????????? ?????? ?????????, CCTV cameras ?????? effective ?????? reliable ?????????????????????????????? ???????????? ?????????
• Example: Google Nest Cam, Arlo Security Cameras.

Motion detectors:

• Motion detectors ?????? ??????????????? ????????? ???????????? ?????? - ????????? ???????????? ???????????? ???????????? ?????? ????????????????????? (movement) ?????? sense ???????????? ?????? ????????? ?????? ?????? react ???????????????
• ?????? ????????? ?????? ????????? devices ???????????? ?????? movement ?????? detect ???????????? ?????? ????????? infrared technology ?????? ????????? ultrasonic waves ?????? ??????????????? ???????????? ?????????
• ?????? ?????? ????????? ????????????????????? ?????? ???????????? ????????? ?????? object ?????? motion detector ?????? ???????????? ????????? ??? ???????????? ??????, ?????? ?????? ??????????????? ????????? ???????????? ???????????? signal ????????? ???????????? ?????????
• ?????? ?????? ?????????????????? ???????????? ?????? ???????????? ?????????????????? ?????? ?????? ???????????? ?????? ???????????? ?????? ???????????? ??????, ???????????? ???????????? ?????????????????? ?????? alarm trigger ?????? ???????????? ??????, ?????? ?????? ?????? ???????????? ????????? ????????? ???????????? ???????????? ?????? ?????? ?????? ????????? ?????? lights ????????? ?????? ???????????? ?????? ???????????? ??????, CCTV cameras ?????????????????????????????? ???????????? ?????? ???????????? ?????????
• ????????? ?????? Motion detectors ?????? ???????????? ?????? ?????? ???????????? ?????? gates, windows, ?????? sensitive ??????????????? ????????? ??????????????? ?????? ?????? ???????????? ?????????????????? ?????? ?????? ?????? extra layer ?????? ????????????????????? ?????????????????? ?????? ???????????? ?????????
• ?????? devices ?????? ?????????????????? ?????? ??????????????? security systems ?????? ?????? ?????? ?????????????????? smart ?????? efficient ???????????? ?????????
• Example: Ring Video Doorbell

Smart Home Devices:

Smart Home Devices ????????? IoT-enabled ?????????????????? ???????????? smart locks ?????? sensors ?????? ??????????????? ???????????? ?????? ???????????? ?????? ?????? ???????????? ?????? safety ?????? comfort ?????? ???????????? ?????????????????? ?????? ?????? ???????????? ??????????????? ?????? ???????????? ?????????

?????? ????????? ?????????????????? Activity Monitoring ???????????? ?????? ????????? ???????????? ??????, ???????????? ?????????????????? ?????? ???????????? ?????? ????????? ???????????? ?????? ?????? ????????? - ????????? ??????????????? ?????? ?????? ???????????? ????????? ?????? ????????? - ????????? ?????? ?????? ???????????? ???????????? ?????? ????????? ?????? ???????????? ???????????? ?????? ?????? activity ?????? real-time updates ?????? alerts ?????? ?????? ???????????? ?????? ??????????????? ???????????? ?????????

???????????? ???????????????, ?????? ????????? ?????? ?????? ?????????????????? ???????????? ?????? ?????? ???????????? ?????? ????????? ?????? ?????? ????????? ???????????????????????? ???????????? ??????????????? ???????????? ??????, ?????? ???????????? ?????? ?????????????????? ?????? ?????? ???????????? ?????? ?????? ???????????? ?????? lights, locks, ?????? ??????????????? ???????????? ????????? ?????? IoT-based ?????? ????????? ???????????? ?????? ?????? manage ?????? ???????????? ?????????

???????????? ???????????? ????????? ????????? ??????, ?????? ???????????? ?????????????????? ?????? office ????????? ???????????? ?????? ????????? ????????? ?????? ???????????? ?????? ???????????????????????? ??????????????? ?????? ?????? ?????? ???????????? ?????? ?????? ???????????? ?????? ?????? Activity Monitoring ?????? ???????????? ?????????

2. Health or Fitness Monitoring Devices:

IoT ????????? ??????????????? ?????? fitness monitoring ?????? ???????????? ?????????????????? ???????????? ?????? ???????????? ?????? ?????? smart ????????? ???????????? ??????, ??????????????? ?????????????????? ?????? ????????? ???????????? health ?????? real-time ????????? ??????????????? ?????? ???????????? ?????????

IoT-based Health Monitoring Systems, ?????? ????????? ????????????????????? ?????????????????? ???????????? ????????? ?????? Activity Monitoring ?????? ?????????????????? ?????? ?????????????????? ?????? ???????????? ????????? ???????????? ???????????? ??????????????????????????? ???????????? BP (blood pressure), ECG (electrocardiogram), ?????? glucose levels ????????? ???????????? vital signs ?????? ???????????? ?????? ??????????????? ?????? measure ???????????? ????????? ?????????????????? ???????????? ?????????

?????? ????????? ?????????????????? real-time ???????????? ?????????????????? ???????????? ??????, ??????????????? ???????????? ?????? doctors ?????? ??????????????? ????????? ????????? updates ??????????????? ???????????? ????????? ?????? ????????? ?????? medical intervention ??????????????? ?????? ???????????? ?????????

Activity Monitoring ?????? ????????? ?????? ?????????????????? ?????? ??????????????? ?????? ?????????????????? ???????????? ?????? ????????? ????????? ????????? ?????? ???????????? ??????, ??????????????? ??????????????????????????? ?????? ??????????????? ????????? ???????????? ?????? ????????? ????????? ?????? ???????????? ???????????? ???????????? ????????? ?????????????????? ??????????????? ?????????

Example: Smart BP Monitors, ECG Tracking Devices, Continuous Glucose Monitors (CGM) ???????????? IoT-enabled healthcare gadgets ????????????

Wearable Devices:

Wearable devices, ????????? ?????????????????? ???????????? ?????? ??????????????? ?????????????????? ?????? ????????? ???????????? ??????????????? ?????????, ???????????? ???????????????, calories burned ?????? sleep patterns ?????? ??????????????? ?????? track ?????? ???????????? ?????????

?????? ????????? ?????????????????? ?????? ???????????? ?????? ?????? ??????????????? high accuracy ?????? ????????? real-time ???????????? ???????????? ??????, ?????? ???????????? ?????? fitness improve ????????????, daily activity monitor ???????????? ?????? health goals achieve ???????????? ????????? ?????????????????? ???????????? ?????????

Example: Fitbit, Apple Watch, Samsung Galaxy Watch ?????? Garmin, ????????????

3. Smart Cities or Traffic Monitoring Devices:

Smart Cities, ?????? ????????? ????????? ???????????? ?????? ?????? ???????????? ?????????????????? advanced ???????????? ????????? ???????????? ?????? ?????????????????????????????? ?????? ??????????????? ???????????? infrastructure ?????? public services ?????? ???????????? ?????????????????? smart ?????? ???????????? ??????????????? ???????????? ?????????

Smart Cities ????????? ????????????????????? cameras ?????? GPS tracking ?????? ??????????????? ????????? ?????? ???????????? ???????????? ?????? ?????? ??????????????????????????? ???????????? ????????? - ????????? ?????? ?????? ?????? vehicles ?????? movement ?????? ?????????????????? ???????????? ?????? ????????? ???????????? ???????????? ?????????

?????? ?????????????????? ????????? ?????? traffic ?????? control ????????? ????????? ???????????? ?????? ?????? ??????????????? ?????? reduce ???????????? ????????? ?????????????????? ???????????? ?????? ??????????????? ???????????? ?????? ????????? ???????????? ???????????? ?????? smooth ?????? ???????????? ?????????

???????????? ???????????????, IoT sensors ?????? ?????????????????? ?????? ????????????????????? ????????????????????? ?????????????????? ?????? ?????? automatically ?????????????????? ???????????? ?????? ???????????? ??????, ?????? workers ?????? ?????????????????? ?????? ??????????????? ?????? security ??????????????? ????????? ?????????????????? ???????????? ?????????

Example: AI-based Traffic Cameras, GPS Tracking Systems, Smart Streetlights ?????? IoT-enabled Parking Systems, ????????????

4. Industrial Monitoring Devices:

Factories ????????? IoT ?????? ?????? ????????? ?????? ?????????????????????????????? ?????? ??????????????? ?????????????????? ?????? ??????????????? ?????? ?????? ?????? activity ?????? ??????????????? ???????????? ???????????? ?????? ?????? ???????????? performance ?????? ?????? monitor ???????????? ???????????? ?????????

?????? ?????? ?????????????????? ???????????? ?????? ?????? ??????????????? high accuracy ?????? ????????? real-time ???????????? ?????????????????? ???????????? ??????, ?????? ?????????????????????????????? ?????? machines ?????? efficiency ???????????????, ???????????? ???????????? ???????????????, ?????? ???????????? ?????? production ?????? smooth ??????????????? ????????? ?????????????????? ???????????? ?????????

?????? IoT-based ????????????????????????????????? ??????????????????????????? ?????????????????? ???????????? ?????? ???????????? ?????? ???????????? ???????????? ?????? ???????????? ?????? ??????????????? ????????? ???????????? ??????, ??????????????? ?????? ??????????????? ?????? ????????? ?????? repair ???????????? ?????? ???????????? ?????? ?????? ???????????? production ????????? ????????? ???????????? ?????????????????? ?????? ?????? ???????????? ?????? ???????????? ?????????

Example: Smart Sensors, Industrial IoT Platforms (IIoT), Predictive Maintenance Tools ???????????? Siemens Mind Sphere, GE Predix, IBM Maximo, ????????????

5. Agriculture or Environmental Monitoring

Agriculture monitoring Devices:

Agriculture monitoring ???????????????????????? ?????? ?????????????????? ?????? ??????????????? ???????????? ???????????? ????????? ????????????????????? ?????????????????????????????? ?????? ??????????????? ???????????? ???????????? ?????? ???????????? ??????????????? ????????? IoT sensors ?????? AI-based devices ?????? ????????? ?????? ??????????????? soil moisture, ???????????????????????????, humidity ?????? crop health ???????????? ?????????????????????????????? ???????????????????????? ?????? ??????????????? ?????? ???????????? ?????????

???????????? ?????????????????? fertilizers, irrigation ?????? pesticides ?????? ????????? ??????????????? ?????? ??????????????? ???????????? ????????? ?????????????????? ??????????????? ??????, ?????? ????????? ?????? quality ?????? production ??????????????? ?????? ??????????????? ????????? ?????????????????? ???????????? ?????????

Example: John Deere Precision Agriculture, Netafim, CropX, DJI Agras, Parrot Bluegrass.

Environmental Monitoring Devices:

Environmental monitoring ?????? ???????????? ????????? ?????? ??????????????? ???????????????????????? pollution levels, air quality, water quality ?????? weather conditions ?????? ??????????????? ???????????? ?????? ????????? ???????????? ???????????? ?????????

IoT-based ????????????????????? ????????????????????? ????????? ?????? ???????????? ????????? ????????????????????? harmful gases, toxins ?????? pollutants ?????? ????????? ???????????? ????????? ?????????????????? ???????????? ????????? ?????? ?????????????????? factories, industries ?????? urban ???????????????????????? ????????? pollution ?????? ???????????????????????? ???????????? ?????? ????????? ???????????? ?????????????????? ?????????????????? ???????????? ?????????

Smart cities ????????? ????????? ???????????????????????? ?????? ?????????????????? ?????? real-time ???????????? ?????? ?????????????????? ???????????? ???????????? ??????, ??????????????? ?????????????????? ?????? pollution control measures ????????? ?????? ???????????? ?????????

????????? ??????, IoT-based weather monitoring ?????????????????? ?????? ???????????? ?????? ???????????? ?????????????????? ?????? ???????????????, ????????????, ??????????????? ?????? ???????????? ?????? ???????????? ????????? prediction ???????????? ???????????? ??????, ?????? ?????? disaster management ?????? climate change ????????? ???????????? studies ?????? ????????? ???????????? ?????????????????? ?????????????????????????????? (important) ???????????? ?????????

Example: IQAir, Clarity Node-S, Davis Instruments, Ambient Weather, Libelium, YSI EXO Sonde.

???????????????????????? (Conclusion)

?????? ?????? ???????????? ?????? ??????????????? ?????? ?????????????????? ?????? Activity Monitoring in IoT ?????? ???????????????????????? ????????? ?????????????????? ????????????????????? ?????? ???????????? Activity Monitoring ???????????? ???????????? ???????, Activity Monitoring ????????? ???????????? ???????????? ??????, ?????? ????????? ?????? ?????? ?????? ?????? ????????????????????? ?????? ?????? ?????? ????????? ????????? Activity Monitoring ?????? Popular Devices ????????? - ????????? ?????? ?????????

?????? ????????? ???????????? ?????? ??????????????? ???????????? ?????? ?????? ?????? ???????????? ??????????????? ?????? ?????????????????? ?????? ???????????? ????????? ???????????? ???????????? ???????????? ??????????????? ???????????? ???????????? ?????? ??????????????? ?????? ???????????????????????? ????????????????????? ???????????? ?????? ???????????? ???????????? ????????? ?????? ?????? ??????????????? ????????? ????????? ???????????? ?????? ?????? ????????? ?????? ???????????? ???????????????????????? Email ?????? ?????? ???????????? ????????? ????????? ???????????? ????????????????????? ?????? ????????? ???????????? ???????????? ??? ??????????????? Thank You!