local sensing

USAGE SUMMARY

The phrase "local sensing" is correct and usable in written English.
It can be used in contexts related to technology, environmental monitoring, or data collection where information is gathered from a specific, nearby area. Example: "The device utilizes local sensing to monitor temperature changes in real-time."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

The coalition head combines the local sensing decisions (including its own sensing decision) using an OR decision fusion rule.

EURASIP Journal on Wireless Communications and Networking

It is well assumed in the literature that approaches for the localization of vacant spectrum bands based exclusively on local sensing and learning do not offer satisfactory results [3,4].

EURASIP Journal on Information Security

We represent the conditional dependence relation between local sensing results, actions, and belief of the global localization using a Bayesian network.

Robotics and Autonomous Systems

In fact, local sensing capabilities are complemented with global information, thus extending the field of view of each AGV.

Mechatronics

Controlling remote vibration using only local sensing and actuation is an important concept to resolve this remote vibration control problem.

Journal of Sound and Vibration

In multi-robot manipulation, we show that local sensing of the payload's state of motion can acquire enough information for global coordination.

Stanford University

The local sensing time is 50 μ s.

EURASIP Journal on Wireless Communications and Networking

Fig. 10 Shadow analysis with local sensing mesh refinement.

Open Geospatial Data, Software and Standards

Cooperative spectrum sensing is a two-stage process composed of (1) local sensing and (2) fusion of local sensing results.

EURASIP Journal on Advances in Signal Processing

Attackers should be able to exploit their local sensing results to implement effective attacks, and the imperfection of the local sensing results should also be considered.

EURASIP Journal on Advances in Signal Processing

In the local sensing slot, all the SUs sense the activation of the PU in L subchannels and obtain the local sensing information.

EURASIP Journal on Wireless Communications and Networking

Expert writing Tips

Best practice

When describing sensor networks, clarify whether "local sensing" refers to individual node measurements or a collective, coordinated effort.

Common error

Avoid ambiguity by specifying the area covered by "local sensing". Is it a single point, a small zone, or a broader region?

Linguistic Context

The phrase "local sensing" functions as a noun phrase, typically used to describe the process or capability of detecting or measuring phenomena in a localized area. Examples from Ludwig indicate its use in various scientific contexts.

Expression frequency: Very common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Ludwig's WRAP-UP

In summary, "local sensing" is a grammatically sound and frequently used term, particularly within scientific and technical fields. Ludwig AI analysis indicates that it primarily functions as a noun phrase, specifying data acquisition within a limited area. The phrase is most commonly found in scientific publications, emphasizing its relevance in those contexts. As Ludwig AI confirms, it is important to clarify scope when using the term to avoid ambiguity.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

nearby detection

Simple, direct way to describe sensing in the immediate vicinity.

proximity detection

Focuses on detecting the presence of an object or event within a limited range.

local data acquisition

Emphasizes gathering data from the immediate vicinity.

on-site monitoring

Emphasizes continuous observation and data collection at a specific location.

in situ detection

Highlights that the detection is happening at the location without moving the sample.

localized measurement

Highlights the act of obtaining specific data points within a defined area.

field sensing

Refers to sensing performed in a real-world environment or operational area.

close-range surveillance

Implies monitoring activities or objects from a short distance.

regional monitoring

Focuses on monitoring a limited geographic area.

immediate environment assessment

Focuses on evaluating conditions in the immediate surroundings.

FAQs

How is "local sensing" used in cognitive radio networks?

In cognitive radio networks, "local sensing" refers to individual secondary users sensing the radio spectrum in their vicinity to detect available channels. This information can then be used for opportunistic spectrum access or shared in "cooperative spectrum sensing".

What are common techniques used in "local sensing" for spectrum detection?

Common techniques include energy detection, matched filter detection, and cyclostationary detection. Energy detection is often preferred due to its simplicity, but other techniques may offer better performance in specific scenarios.

What is the difference between "local sensing" and "cooperative sensing"?

"Local sensing" involves individual nodes making decisions based on their own measurements. "Cooperative sensing" combines data from multiple nodes to improve accuracy and robustness.

Why is it important to improve "local sensing" in wireless sensor networks?

Improving "local sensing" enhances the accuracy and reliability of the data collected by individual sensor nodes, leading to better overall network performance and more informed decision-making.