[PDF][PDF] An Insight Survey on Sensor Errors and Fault Detection Techniques in Smart Spaces.

S Sharma, K Gupta, D Gupta, S Rani… - … -Computer Modeling in …, 2024 - cdn.techscience.cn
The widespread adoption of the Internet of Things (IoT) has transformed various sectors
globally, making them more intelligent and connected. However, this advancement comes …

Detecting sensor faults, anomalies and outliers in the internet of things: A survey on the challenges and solutions

A Gaddam, T Wilkin, M Angelova, J Gaddam - Electronics, 2020 - mdpi.com
The Internet of Things (IoT) has gained significant recognition to become a novel sensing
paradigm to interact with the physical world in this Industry 4.0 era. The IoTs are being used …

Prediction and classification of IoT sensor faults using hybrid deep learning model

AM Seba, KA Gemeda, PJ Ramulu - Discover Applied Sciences, 2024 - Springer
The quality and reliability of internet of thing (IoT) ecosystems heavily rely on accurate and
dependable sensor data. However, resource limited sensors are prone to failure due to …

A taxonomy of faults for wireless sensor networks

D Raposo, A Rodrigues, JS Silva, F Boavida - Journal of Network and …, 2017 - Springer
Over the last decade, Wireless Sensor Networks (WSN) went from being a promising
technology to the main enabler of countless Internet of Things applications in all types of …

On the prevalence of sensor faults in real-world deployments

A Sharma, L Golubchik… - 2007 4th Annual IEEE …, 2007 - ieeexplore.ieee.org
Various sensor network measurement studies have reported instances of transient faults in
sensor readings. In this work, we seek to answer a simple question: How often are such …

An energy aware intelligent fault detection scheme for IoT-enabled WSNs

G Kaur, P Chanak - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
Recent years have seen an explosion in the demand for the Internet of Things (IoT). IoT
makes any physical object smart by providing sensing capability. The physical objects are …

An analysis of fault detection strategies in wireless sensor networks

T Muhammed, RA Shaikh - Journal of Network and Computer Applications, 2017 - Elsevier
Wireless sensor networks have emerged as a key technology which is used in many safety
critical applications. The sensors in wireless sensor network have to be deployed in hostile …

Investigation of faults, errors and failures in wireless sensor network: A systematical survey

KMK Raghunath, N Rengarajan - International Journal of …, 2013 - search.proquest.com
This article addresses the behavioral characteristics of faults, errors and failures in wireless
sensor network. Viable usage of compact limited resource constrained microsensors for …

An energy‐aware software fault detection system based on hierarchical rule approach for enhancing quality of service in internet of things‐enabled wireless sensor …

L Balraj, A Prasanth - Transactions on Emerging …, 2024 - Wiley Online Library
Of late, the Internet of Things (IoT) has progressed in its pervasiveness across the globe for
diverse applications. Wireless Sensor Network (WSN) is one of the prominent technologies …

Fall-curve: A novel primitive for IoT Fault Detection and Isolation

T Chakraborty, AU Nambi, R Chandra… - Proceedings of the 16th …, 2018 - dl.acm.org
The proliferation of Internet of Things (IoT) devices has led to the deployment of various
types of sensors in the homes, offices, buildings, lawns, cities, and even in agricultural farms …