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Situational Awareness: Techniques, Challenges, and Prospects

https://doi.org/10.3390/ai3010005
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-319-28971-7openalex-snapshot
Context-Enhanced Information Fusion
inferredcites →https://doi.org/10.1007/978-3-319-95504-9openalex-snapshot
Handbook of Dynamic Data Driven Applications Systems
inferredcites →https://doi.org/10.1016/s0166-4115(08)62386-9openalex-snapshot
Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research
inferredcites →https://doi.org/10.1080/001401398186144openalex-snapshot
Cognitive task analyses for decision centred design and training
inferredcites →https://doi.org/10.1109/access.2021.3102598openalex-snapshot
FogSurv: A Fog-Assisted Architecture for Urban Surveillance Using Artificial Intelligence and Data Fusion
inferredcites →https://doi.org/10.1109/ccaa.2017.8230010openalex-snapshot
A combination of Internet of Things (IoT) and graph database for future battlefield systems
inferredcites →https://doi.org/10.1109/ccst.2013.6922061openalex-snapshot
Gunshot location systems the transfer of the sniper detection technology from military to civilian applications
inferredcites →https://doi.org/10.1109/cts.2008.4543913openalex-snapshot
Layered sensing to enhance situational awareness
inferredcites →https://doi.org/10.1109/isvlsi.2018.00130openalex-snapshot
A Two-Tiered Heterogeneous and Reconfigurable Application Processor for Future Internet of Things
inferredcites →https://doi.org/10.1109/itsc.2018.8569918openalex-snapshot
Ubiquitous Sensing for Enhanced Road Situational Awareness: A Target-Tracking Approach
inferredcites →https://doi.org/10.1109/jsyst.2018.2817191openalex-snapshot
Proactive UAVs for Cognitive Contextual Awareness
inferredcites →https://doi.org/10.1109/jsyst.2019.2918283openalex-snapshot
A Review of Situation Awareness Assessment Approaches in Aviation Environments
inferredcites →https://doi.org/10.1109/maes.2020.3043072openalex-snapshot
Artificial Intelligence and Data Fusion at the Edge
inferredcites →https://doi.org/10.1109/mcc.2018.1081072openalex-snapshot
Context Aware Ubiquitous Biometrics in Edge of Military Things
inferredcites →https://doi.org/10.1109/mce.2017.2684981openalex-snapshot
IFCIoT: Integrated Fog Cloud IoT: A novel architectural paradigm for the future Internet of Things
inferredcites →https://doi.org/10.1109/milcom.2003.1290097openalex-snapshot
Overview of the small unit operations situational awareness system
inferredcites →https://doi.org/10.1109/milcom.2005.1605920openalex-snapshot
Automatic Event Recognition for Enhanced Situational Awareness in UAV Video
inferredcites →https://doi.org/10.1109/mis.2019.2942836openalex-snapshot
Research on Road Traffic Situation Awareness System Based on Image Big Data
inferredcites →https://doi.org/10.1109/naecon.1988.195097openalex-snapshot
Situation awareness global assessment technique (SAGAT)
inferredcites →https://doi.org/10.1109/naecon.2011.6183083openalex-snapshot
Measuring the worthiness of situation assessment
inferredcites →https://doi.org/10.1109/tits.2021.3097064openalex-snapshot
Train Time Delay Prediction for High-Speed Train Dispatching Based on Spatio-Temporal Graph Convolutional Network
inferredcites →https://doi.org/10.1109/vr.2017.7892294openalex-snapshot
Using augmented reality to improve dismounted operators' situation awareness
inferredcites →https://doi.org/10.1117/12.2177539openalex-snapshot
Multi-intelligence critical rating assessment of fusion techniques (MiCRAFT)
inferredcites →https://doi.org/10.1177/0018720820969071openalex-snapshot
Physiological Measurements of Situation Awareness: A Systematic Review
inferredcites →https://doi.org/10.1177/1555343419874248openalex-snapshot
The Divergence of Objective and Subjective Situation Awareness: A Meta-Analysis
inferredcites →https://doi.org/10.1518/001872095779049543openalex-snapshot
Toward a Theory of Situation Awareness in Dynamic Systems
inferredcites →https://doi.org/10.4324/9781315087924-8openalex-snapshot
Situational Awareness Rating Technique (Sart): The Development of a Tool for Aircrew Systems Design

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inferred← citeshttps://doi.org/10.1109/naecon61878.2024.10670654openalex-snapshot
Dynamic Digital Twins for Situation Awareness
inferred← citeshttps://doi.org/10.1109/naecon61878.2024.10670686openalex-snapshot
Insights into Heterogenous Sensor Fusion and Passive RF Feature Extraction for xAI
inferred← citeshttps://doi.org/10.1109/ntms65597.2025.11076705openalex-snapshot
Towards a Situational Aware-Based Cybersecurity Remediation
inferred← citeshttps://doi.org/10.1109/sbr/wre63066.2024.10837749openalex-snapshot
Deep Reinforcement Learning Applied for Threat Engagement by Loyal Wingmen Drones
inferred← citeshttps://doi.org/10.1109/sera57763.2023.10197772openalex-snapshot
The Strategy of Digital Twin Convergence Service based on Metavers
inferred← citeshttps://doi.org/10.1109/techdefense63521.2024.10863367openalex-snapshot
Methodological framework design for prediction of swarm movement
inferred← citeshttps://doi.org/10.1109/tim.2024.3390203openalex-snapshot
A Real-Time Faint Space Debris Detector With Learning-Based LCM
inferred← citeshttps://doi.org/10.1109/tits.2023.3300871openalex-snapshot
A Novel Distributed Situation Awareness Consensus Approach for UAV Swarm Systems
inferred← citeshttps://doi.org/10.1109/tsmc.2025.3612496openalex-snapshot
Evaluating Variable Autonomy for a Teleoperated Navigation Task in a Habituated Environment
inferred← citeshttps://doi.org/10.1109/vnc69225.2026.11629145openalex-snapshot
End-to-End Latency Measurement Methodology for Connected and Autonomous Vehicle Teleoperation
inferred← citeshttps://doi.org/10.1109/wconf61366.2024.10692108openalex-snapshot
AlertWrist-An Effective Emergency Communication Wrist Band
inferred← citeshttps://doi.org/10.1111/1468-5973.12576openalex-snapshot
Evaluating the mismatch between user requirements and existing situation display tools in administrative crisis management
inferred← citeshttps://doi.org/10.1111/inm.70364openalex-snapshot
De‐Escalation in United Kingdom Inpatient Mental Health Care: A Structured Critical Narrative Synthesis of People, Capability and Context
inferred← citeshttps://doi.org/10.1117/12.2664157openalex-snapshot
Human-machine cooperative AI decision-making with heterogeneous data
inferred← citeshttps://doi.org/10.1117/12.3014177openalex-snapshot
Value-based sensor and information fusion
inferred← citeshttps://doi.org/10.1117/12.3014996openalex-snapshot
Digital twin meets information fusion: panel summary
inferred← citeshttps://doi.org/10.1117/12.3023840openalex-snapshot
Requirements modeling of resilience-aware human-on-the-loop PNT of multiple UASs
inferred← citeshttps://doi.org/10.1117/12.3030947openalex-snapshot
Enhancing mobile robot surveillance in restricted areas: an optimal visual perception methodology for preventive security
inferred← citeshttps://doi.org/10.1117/12.3031545openalex-snapshot
Adversarial AI image perturbation attack invariant to object scale and type
inferred← citeshttps://doi.org/10.1145/3664476.3670921openalex-snapshot
Evaluation of Cyber Situation Awareness - Theory, Techniques and Applications
inferred← citeshttps://doi.org/10.1145/3688006openalex-snapshot
Exploring the Effects of Self-Correction Behavior of an Intelligent Virtual Character during a Jigsaw Puzzle Co-Solving Task
inferred← citeshttps://doi.org/10.1145/3689236.3696754openalex-snapshot
Research on Network Security Situation Prediction and Visualization based on Security Situation Awareness
inferred← citeshttps://doi.org/10.1145/3706598.3714005openalex-snapshot
"Put Your Hands Up": How Joint Attention Is Initiated Between Blind Children And Their Sighted Peers
inferred← citeshttps://doi.org/10.1145/3716489.3728447openalex-snapshot
How Human Behavior Can Mitigate AI-Generated Cybersecurity Threats
inferred← citeshttps://doi.org/10.1145/3778534.3778606openalex-snapshot
The impact of various in-vehicle human-machine interface (HMI) information on automated driver takeover performance in scenarios where straight driving encounters obstacles
inferred← citeshttps://doi.org/10.1145/3800645.3812927openalex-snapshot
Affective Explanations for Autonomous Vehicles: From Framework to Scenario-Based Design Guidelines
inferred← citeshttps://doi.org/10.1155/jonm/7654712openalex-snapshot
Improving Nursing Team Collaboration Through Nurses’ Digital Literacy: A Variable‐Centered and Person‐Centered Perspective
inferred← citeshttps://doi.org/10.1177/10711813251358809openalex-snapshot
Modeling Adaptive Autonomy at the Team Level: Understanding Team-Wide Autonomy and its Impact on Situation Awareness in Human-Autonomy Teams
inferred← citeshttps://doi.org/10.1177/15480518251330728openalex-snapshot
Wicked Problems: A Novel Approach Using Artificial Intelligence and Scenarios
inferred← citeshttps://doi.org/10.1177/15485129261435210openalex-snapshot
A scalable ontology-driven architecture for situational awareness and decision support in multi-domain operations
inferred← citeshttps://doi.org/10.1177/15705838251389367openalex-snapshot
GFO-Based Patterns for Situation Modeling: From the Cell Tracking Ontology to Patterns Applicable in the Biomedical Domain
inferred← citeshttps://doi.org/10.1186/s12909-025-07589-7openalex-snapshot
The combined impact of AI and VR on interdisciplinary learning and patient safety in healthcare education: a narrative review
inferred← citeshttps://doi.org/10.1186/s44147-026-01112-5openalex-snapshot
Artificial intelligence and machine learning in autonomous driving: current trends and future directions: a review
inferred← citeshttps://doi.org/10.13016/m2vwf0-eujropenalex-snapshot
Enhancing Cyber Situation Awareness: Visualizing Advanced Persistent Threats as Complex Systems
inferred← citeshttps://doi.org/10.1371/journal.pone.0302037openalex-snapshot
Fabric tearing performance state perception and classification driven by multi-source data
inferred← citeshttps://doi.org/10.1371/journal.pone.0318555openalex-snapshot
Real-time assessment of triage nurse situational awareness (SA) using the situation awareness global assessment technique (SAGAT)
inferred← citeshttps://doi.org/10.15407/emodel.47.03.046openalex-snapshot
Heterogeneous Unmanned Systems in Dangerous Spaces: Classification, Use Cases Scenarios and Achieving Situational Awareness
inferred← citeshttps://doi.org/10.17770/etr2024vol4.8224openalex-snapshot
APPLYING ARTIFICIAL INTELLIGENCE FOR IMPROVING SITUATIONAL AWARENESS AND THREAT MONITORING AT SEA AS KEY FACTOR FOR SUCCESS IN NAVAL OPERATION
inferred← citeshttps://doi.org/10.17770/etr2025vol5.8491openalex-snapshot
EXAMINING THE IMPACT OF IMAGE AUGMENTATION ON OBJECT DETECTION AND CLASSIFICATION TO IMPROVE PERFORMANCE OF SITUATIONAL AWARENESS SYSTEMS
inferred← citeshttps://doi.org/10.20935/acadenergy7659openalex-snapshot
Situational awareness in electricity distribution networks in Nigeria using Micro-Phasor Measurement Units (µPMUs)
inferred← citeshttps://doi.org/10.20944/preprints202306.1982.v1openalex-snapshot
The Influence of Fatigue Levels on the Performance of Flight Cadets at Vocational Education Institutions
inferred← citeshttps://doi.org/10.20998/2522-9052.2024.1.01openalex-snapshot
THE METHOD FOR OBJECTS DETECTION ON SATELLITE IMAGERY BASED ON THE FIREFLY ALGORITHM
inferred← citeshttps://doi.org/10.21203/rs.3.rs-2063539/v1openalex-snapshot
Situational Awareness based Operational Reliability of Wind Energy System Incorporating Uncertainties
inferred← citeshttps://doi.org/10.2139/ssrn.6303244openalex-snapshot
From Tracking to Understanding: A Scoping Review of Military Space Situational Awareness and the Missing Human Dimension
inferred← citeshttps://doi.org/10.2196/81480openalex-snapshot
An Interactive Digital Dashboard for Patient Monitoring and Management in a Continuity of Care Centre: Development and Preliminary Usability Evaluation Study
inferred← citeshttps://doi.org/10.23919/cjee.2025.000129openalex-snapshot
Comprehensive Review of PMU Applications in Smart Grid: Enhancing Grid Reliability and Efficiency
inferred← citeshttps://doi.org/10.23919/fusion52260.2023.10224171openalex-snapshot
URREF Risk analysis towards Data Fusion Certification
inferred← citeshttps://doi.org/10.23939/sisn2026.19.180openalex-snapshot
Case Knowledge Organization in Intelligent Physical Security System for Residential Community
inferred← citeshttps://doi.org/10.2478/jms-2025-0007openalex-snapshot
Image partitioning with windowed and panoramic configuration for passive 360-degree camera in military unmanned ground vehicle: A machine learning-based detection framework
inferred← citeshttps://doi.org/10.24868/10703openalex-snapshot
Future of Maritime Autonomy: Cybersecurity, Trust and Mariner’s Situational Awareness
inferred← citeshttps://doi.org/10.2514/6.2024-0571openalex-snapshot
Data-driven Geospatial Modeling for Complex Airspace Environments
inferred← citeshttps://doi.org/10.26650/hfaa.2026.1867276openalex-snapshot
Cognitive and Linguistic Challenges in Controller–Pilot Communication
inferred← citeshttps://doi.org/10.31374/sjms.489openalex-snapshot
Situational Awareness in the Third Nuclear Age
inferred← citeshttps://doi.org/10.3168/jds.2025-27876openalex-snapshot
Invited review: Defining cattle handler skill-A systematic review and conceptual framework
inferred← citeshttps://doi.org/10.31891/2307-5732-2025-347-26openalex-snapshot
КОНЦЕПТУАЛЬНЕ МОДЕЛЮВАННЯ СИСТЕМИ ВІДЕОСПОСТЕРЕЖЕННЯ З СИТУАЦІЙНОЮ ОБІЗНАНІСТЮ
inferred← citeshttps://doi.org/10.33411/ijist/1029openalex-snapshot
The Emergence of the Internet of Things in Military Defense: A Comprehensive Review
inferred← citeshttps://doi.org/10.3389/fpubh.2022.1053298openalex-snapshot
Using the ISM-ANP-SD combination model to explore the mechanism and intervention strategies of influencing factors of coal mine safety system
inferred← citeshttps://doi.org/10.3390/aerospace12060472openalex-snapshot
Synergies in the Skies: Situation Awareness and Shared Mental Model in Digital-Human Air Traffic Control Teams
inferred← citeshttps://doi.org/10.3390/aerospace9120816openalex-snapshot
Numerical and Experimental Analysis of Drag and Lift Forces on a Bullet Head
inferred← citeshttps://doi.org/10.3390/app13042331openalex-snapshot
Study on Cyber Common Operational Picture Framework for Cyber Situational Awareness
inferred← citeshttps://doi.org/10.3390/batteries12080283openalex-snapshot
Three-Dimensional Physics-Based Circuit Modeling of Battery Incipient Faults in Microgrid Applications
inferred← citeshttps://doi.org/10.3390/blockchains2020009openalex-snapshot
Situ-Oracle: A Learning-Based Situation Analysis Framework for Blockchain-Based IoT Systems
inferred← citeshttps://doi.org/10.3390/brainsci14111156openalex-snapshot
Impact of Situation Awareness Variations on Multimodal Physiological Responses in High-Speed Train Driving
inferred← citeshttps://doi.org/10.3390/drones7090565openalex-snapshot
Data Fusion Analysis and Synthesis Framework for Improving Disaster Situation Awareness
inferred← citeshttps://doi.org/10.3390/electronics14132621openalex-snapshot
Towards a Gated Graph Neural Network with an Attention Mechanism for Audio Features with a Situation Awareness Application
inferred← citeshttps://doi.org/10.3390/engproc2025088036openalex-snapshot
Assessment of Situational Awareness in Relation to Advanced Navigation Systems Using Ship Handling Simulators
inferred← citeshttps://doi.org/10.3390/fi16100379openalex-snapshot
A Survey of the Real-Time Metaverse: Challenges and Opportunities
inferred← citeshttps://doi.org/10.3390/jcp4020011openalex-snapshot
Trustworthiness of Situational Awareness: Significance and Quantification
inferred← citeshttps://doi.org/10.3390/jsan14040068openalex-snapshot
Graphene–PLA Printed Sensor Combined with XR and the IoT for Enhanced Temperature Monitoring: A Case Study
inferred← citeshttps://doi.org/10.3390/machines12120873openalex-snapshot
Smart In-Process Inspection in Human–Cyber–Physical Manufacturing Systems: A Research Proposal on Human–Automation Symbiosis and Its Prospects
inferred← citeshttps://doi.org/10.3390/rs17142379openalex-snapshot
Sensitive Object Trigger-Based Fragile Watermarking for Integrity Verification of Remote Sensing Object Detection Models
inferred← citeshttps://doi.org/10.3390/s23104849openalex-snapshot
From SLAM to Situational Awareness: Challenges and Survey
inferred← citeshttps://doi.org/10.3390/s23104922openalex-snapshot
Application of Multitemporal Change Detection in Radar Satellite Imagery Using REACTIV-Based Method for Geospatial Intelligence
inferred← citeshttps://doi.org/10.3390/s24113688openalex-snapshot
Factors Affecting the Situational Awareness of Armored Vehicle Occupants
inferred← citeshttps://doi.org/10.3390/s25061655openalex-snapshot
Leveraging Federated Satellite Systems for Unmanned Medical Evacuation on the Battlefield
inferred← citeshttps://doi.org/10.3390/s26123782openalex-snapshot
AIS-Based Radar Error Correction Using a Vision Transformer Variant for Range and Azimuth Error Reduction
inferred← citeshttps://doi.org/10.3390/safety9030054openalex-snapshot
Mega Sporting Event Scenario Analysis and Drone Camera Surveillance Impacts on Command-and-Control Centre Situational Awareness for Dynamic Decision-Making
inferred← citeshttps://doi.org/10.3390/su151411097openalex-snapshot
Optimizing Human Performance to Enhance Safety: A Case Study in an Automotive Plant
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