Everything about Virtual sensor network
Collaborative wireless sensor network
A virtual sensor network (VSN) in computing and telecommunications is an emerging form of collaborative wireless sensor networks. In contrast to early wireless sensor networks that were dedicated to a specific application, VSNs enable multi-purpose, collaborative, and resource efficient WSNs. The key idea difference of VSNs is the collaboration and resource sharing. By doing so nodes achieve application objectives in a more resource efficient way. These networks may further involve dynamically varying subset of sensor nodes and/or users . A VSN can be formed by providing logical connectivity among collaborative sensors. Nodes can be grouped into different VSNs based on the phenomenon they track or the task they perform. VSNs are expected to provide the protocol support for formation, usage, adaptation, and maintenance of subset of sensors collaborating on a specific task(s). Even the nodes that do not sense the particular event/phenomenon could be part of a VSN as far as they are willing to allow sensing nodes to communicate through them. Thus, VSNs make use of intermediate nodes, networks, or other VSNs to efficiently deliver messages across members of a VSN. Wikipedia →
🧠Start here: a 6-step reading path
- Read the overview: Virtual sensor networkA 5-minute orientation
- Skim a recent paper: Physics-informed neural network-based surrogate model for a virtual thermal sensor with real-time simulationInfluential work since 2022
- Pick up a classic book: Data Communications Networking (McGraw-Hill Forouzan Networking)The most-reprinted book on the subject
- Read the landmark paper: Joint Application Admission Control and Network Slicing in Virtual Sensor NetworksCited 46 times
- Go sideways: Wireless sensor networkA closely related topic
- Go sideways: Mobile wireless sensor networkA closely related topic
đź“– Definitions
No dictionary entry for this exact phrase.
🗂️ The subject at a glance
🏆 Landmark papers (most cited)
Joint Application Admission Control and Network Slicing in Virtual Sensor Networks
A virtual square grid-based coverage algorithm of redundant node for wireless sensor network
Virtual Network Embedding for Wireless Sensor Networks Time-Efficient QoS/QoI-Aware Approach
Prediction of engine NOx for virtual sensor using deep neural network and genetic algorithm
Fault-Tolerant Virtual Backbone in Heterogeneous Wireless Sensor Network
Design and Implementation of a Virtual Sensor Network for Smart Waste Water Monitoring
Virtual Private Network Flow Detection in Wireless Sensor Networks Using Machine Learning Techniques
Developing wireless sensor network applications in a virtual environment
🆕 Influential since 2022
Physics-informed neural network-based surrogate model for a virtual thermal sensor with real-time simulation
Virtual sensor-based imputed graph attention network for anomaly detection of equipment with incomplete data
A Nonuniform Clustering Routing Algorithm Based on a Virtual Gravitational Potential Field in Underwater Acoustic Sensor Network
DEEP NEURAL NETWORK BASED DATA-DRIVEN VIRTUAL SENSOR IN VEHICLE SEMI-ACTIVE SUSPENSION REAL-TIME CONTROL
Convolutional neural network based multi-input multi-output model for multi-sensor multivariate virtual metrology in semiconductor manufacturing
đź“š Books worth reading
Data Communications Networking (McGraw-Hill Forouzan Networking)Behrouz A. Forouzan · 2006
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
đź”— Related topics
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