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Machine learning with computer networks: Techniques, datasets and models
Machine learning has found many applications in network contexts. These include solving
optimisation problems and managing network operations. Conversely, networks are …
optimisation problems and managing network operations. Conversely, networks are …
A Testbed for Context Representation in Physical Spaces
The Internet of Things (IoT) offers transformative potential when combined with Machine
Learning (ML), but labeling diverse IoT data remains challenging. To address this, we …
Learning (ML), but labeling diverse IoT data remains challenging. To address this, we …
A Case for Ultra-Wideband Concurrent Transmissions in Wireless Control
Wireless networked control systems (WNCS) are at the forefront of academic and industrial
efforts, due to the high deployment flexibility and low cost offered by their untethered …
efforts, due to the high deployment flexibility and low cost offered by their untethered …
Precise Ranging: Modeling Bias and Variance of Double-Sided Two-Way Ranging with TDoA Extraction under Multipath and NLOS Effects
Location-based services such as autonomous vehicles, drones, and indoor positioning
require precise and scalable distance estimates. The bias and variance of range estimators …
require precise and scalable distance estimates. The bias and variance of range estimators …
Link characteristics study of ultra-wideband radios
Comprehending the quality of links in diverse temporal and spatial environments is one of
the critical steps in enhancing the performance of wireless applications. The increasing …
the critical steps in enhancing the performance of wireless applications. The increasing …
[PDF][PDF] ALADIn: Autonomous Linear Antenna Delay Inference on Resource-Constrained Ultra-Wideband Devices.
Enabling precise indoor localization in a cheap and small package, Ultra-Wideband (UWB)
transceivers bring decimetre-accurate ranging to resource-constrained IoT devices. Due to …
transceivers bring decimetre-accurate ranging to resource-constrained IoT devices. Due to …
MuRa: A Scalable Mobile Ultra-wideband Testbed for Multi-node Ranging
Ultra-wideband (UWB) technology, known for its precise distance measurement capabilities,
is widely utilized in indoor localization and ranging applications. However, recent UWB …
is widely utilized in indoor localization and ranging applications. However, recent UWB …
[PDF][PDF] An Affordable and Easy-to-Setup Ground Truth System to Facilitate Localization Research
Demo: An Affordable and Easy-to-Setup Ground Truth System to Facilitate Localization
Research Page 1 Demo: An Affordable and Easy-to-Setup Ground Truth System to …
Research Page 1 Demo: An Affordable and Easy-to-Setup Ground Truth System to …
[PDF][PDF] Machine Learning With Computer Networks: Techniques, Datasets, and Models
Machine learning has found many applications in network contexts. These include solving
optimisation problems and managing network operations. Conversely, networks are …
optimisation problems and managing network operations. Conversely, networks are …
[PDF][PDF] From Contact Tracing to Coordination: Autonomy for Mobile Low-Power IoT Systems
P Rathje - 2024 - macau.uni-kiel.de
With the rapid proliferation of the Internet of Things (IoT), low-power, connected devices
have become ubiquitous due to their versatility, low cost, and ease of integration into larger …
have become ubiquitous due to their versatility, low cost, and ease of integration into larger …