Volume 3, Issue 1February 2022Current IssueIssue-in-Progress
research-article
Design and Deployment of Expressive and Correct Web of Things Applications
Consumer Internet of Things (IoT) applications are largely built through end-user programming in the form of event-action rules. Although end-user tools help simplify the building of IoT applications to a large extent, there are still challenges in ...
research-article
Multi-scale Features Fusion for the Detection of Tiny Bleeding in Wireless Capsule Endoscopy Images
- Feng Lu,
- Wei Li,
- Song Lin,
- Chengwangli Peng,
- Zhiyong Wang,
- Bin Qian,
- Rajiv Ranjan,
- Hai Jin,
- Albert Y. Zomaya
Wireless capsule endoscopy is a modern non-invasive Internet of Medical Imaging Things
that has been increasingly used in gastrointestinal tract examination. With about
one gigabyte image data generated for a patient in each examination, automatic lesion
...
research-article
IoT Notary: Attestable Sensor Data Capture in IoT Environments
- Nisha Panwar,
- Shantanu Sharma,
- Guoxi Wang,
- Sharad Mehrotra,
- Nalini Venkatasubramanian,
- Mamadou H. Diallo,
- Ardalan Amiri Sani
Contemporary IoT environments, such as smart buildings, require end-users to trust data-capturing rules published by the systems. There are several reasons why such a trust is misplaced—IoT systems may violate the rules deliberately or IoT devices may ...
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Adaptive Anomaly Detection for Internet of Things in Hierarchical Edge Computing: A Contextual-Bandit Approach
The advances in deep neural networks (DNN) have significantly enhanced real-time detection of anomalous data in IoT applications. However, the complexity-accuracy-delay dilemma persists: Complex DNN models offer higher accuracy, but typical IoT devices ...
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Non-Intrusive Distributed Tracing of Wireless IoT Devices with the FlockLab 2 Testbed
Testbeds for wireless IoT devices facilitate testing and validation of distributed target nodes. A testbed usually provides methods to control, observe, and log the execution of the software. However, most of the methods used for tracing the execution ...
research-article
Vibration Edge Computing in Maritime IoT
IoT and the Cloud are among the most disruptive changes in the way we use data today.
These changes have not significantly influenced practices in condition monitoring
for shipping. This is partly due to the cost of continuous data transmission. Several
...
research-article
MGait: Model-Based Gait Analysis Using Wearable Bend and Inertial Sensors
Movement disorders, such as Parkinson’s disease, affect more than 10 million people worldwide. Gait analysis is a critical step in the diagnosis and rehabilitation of these disorders. Specifically, step and stride lengths provide valuable insights into ...
research-article
Anonymizing Sensor Data on the Edge: A Representation Learning and Transformation Approach
The abundance of data collected by sensors in Internet of Things devices and the success of deep neural networks in uncovering hidden patterns in time series data have led to mounting privacy concerns. This is because private and sensitive information can ...