stem/IOT/Software Services.md
andy 3606944190 vault backup: 2023-06-08 17:52:08
Affected files:
.obsidian/graph.json
.obsidian/workspace-mobile.json
.obsidian/workspace.json
Food/Meal Plan.md
Lab/Linux/Alpine.md
Lab/Linux/KDE.md
Lab/Scratch Domain.md
Lab/Windows/Active Directory.md
Languages/Spanish/README.md
Languages/Spanish/Spanish.md
Money/Accounts.md
Money/Monthly/23-04.md
Money/Monthly/23-05.md
Money/Monthly/23-06.md
Projects/Mixonomer.md
Projects/NoteCrawler.md
Projects/Projects.md
Projects/README.md
Projects/Selector.md
Projects/To Do App.md
Projects/img/selector-arch.png
STEM/AI/Classification/Supervised/SVM.md
STEM/AI/Neural Networks/CNN/FCN/Super-Resolution.md
STEM/AI/Neural Networks/CNN/GAN/GAN.md
STEM/AI/Neural Networks/CNN/GAN/cGAN.md
STEM/AI/Neural Networks/CNN/Interpretation.md
STEM/AI/Neural Networks/Deep Learning.md
STEM/AI/Neural Networks/MLP/MLP.md
STEM/AI/Neural Networks/Properties+Capabilities.md
STEM/AI/Neural Networks/RNN/Representation Learning.md
STEM/AI/Pattern Matching/Markov/Markov.md
STEM/AI/Searching/Informed.md
STEM/AI/Searching/README.md
STEM/AI/Searching/Searching.md
STEM/AI/Searching/Uninformed.md
STEM/CS/Languages/Javascript.md
STEM/CS/Languages/Python.md
STEM/CS/Languages/dotNet.md
STEM/CS/Resources.md
STEM/IOT/Cyber-Physical Systems.md
STEM/IOT/Networking/Networking.md
STEM/IOT/Networking/README.md
STEM/IOT/Software Services.md
STEM/img/cyberphysical-social-data.png
STEM/img/cyberphysical-system-types.png
STEM/img/cyberphysical-systems.png
STEM/img/depth-first-cons.png
STEM/img/depth-first.png
STEM/img/iot-mesh-network.png
STEM/img/iot-network-radar.png
STEM/img/iot-network-types 1.png
STEM/img/iot-network-types.png
STEM/img/markov-start-end-matrix.png
STEM/img/markov-start-end-probs.png
STEM/img/markov-start-end.png
STEM/img/markov-state-duration.png
STEM/img/markov-state.png
STEM/img/markov-weather.png
STEM/img/search-bidirectional.png
STEM/img/search-breadth-first.png
STEM/img/search-lim-goal.png
STEM/img/search-lim1.png
STEM/img/search-lim2.png
STEM/img/search-lim3-2.png
STEM/img/search-lim3.png
STEM/img/search-lim4.png
STEM/img/searching-graph-tree.png
STEM/img/searching-graph.png
Work/Freelancing.md
2023-06-08 17:52:09 +01:00

1.8 KiB

  • Large number of heterogeneous devices
  • Spread physically
  • Ability to join and leave
  • Process data in-network or send directly

Challenges

  • Fault tolerance
    • Nodes can
      • Get damaged
      • Run out of power
      • Lose comms
    • Redundant deployment
  • Lifetime
    • Limited energy supply
    • Replacing sometimes not practical
      • Underwater
      • Large/remote field deployments
    • Energy efficient a necessity
  • Scalability
    • WSM can have lots of nodes
    • Architectures and protocols need to scale
  • Densities
    • Density of network can vary
      • Granularity
      • Coverage
    • Different applications warrant different numbers
      • Range of nodes
      • Space and time requirement
    • Not necessarily homogenous density throughout
      • Need to handle this
  • Programmability
    • Flexible nodes with changing tasks
    • Changeable programs during operation
  • Maintainability
    • WSN and environment can change
    • Adaptable system
    • Changing operational parameters
      • To increase energy efficiency for example

Node Types

  • Sensor
    • Low power
    • Sensing, memory, processor, radio
    • Resource-constrained
  • Sink
    • Another sensor node
      • Or different wireless node
    • Normally more powerful/better resources
  • Gateway
    • Bridge IoT and internet networks
    • More powerful
    • Can have
      • Service representation
      • Cache/storage
      • Discovery

Application Types

  • Event detection
    • Reporting event occurrences
    • Reporting abnormalities
    • May need collaboration with other nodes
    • Defining events and classification difficult
  • Periodic measurements
    • Sense something and report
    • Period is application-dependent
  • Approximation and pattern detection
    • Sense messages in space and time
    • E.g. combine wind, light, heat to detect forest fires
  • Tracking
    • Source of event is mobile
    • Event updates with location information