andy
3606944190
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
1.8 KiB
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
- Nodes can
- 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
- Density of network can vary
- 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
- Another sensor node
- 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