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- research-articleDecember 2024JUST ACCEPTED
WiSleep: Smartphone-driven Sleep Population Monitoring with Unsupervised Learning
ACM Journal on Computing and Sustainable Societies (ACMJCSS), Just Accepted https://doi.org/10.1145/3705722With sleep deprivation being a public health concern, sleep-monitoring technology, mainly through consumer-grade wearables, has shown value among users to better understand their most fundamental measure of health. Unfortunately, utilizing wearable ...
- research-articleDecember 2024
SiWiS: Fine-grained Human Detection Using Single WiFi Device
ACM MobiCom '24: Proceedings of the 30th Annual International Conference on Mobile Computing and NetworkingPages 1439–1454https://doi.org/10.1145/3636534.3690703Sub-6GHz radio sensing offers several compelling advantages, such as resilience to poor lighting conditions, privacy preservation, and the ability to see through walls. However, in indoor environments, the sub-6GHz ISM spectrum is heavily occupied by ...
- short-paperNovember 2024
PairSonic: Helping Groups Securely Exchange Contact Information
CSCW Companion '24: Companion Publication of the 2024 Conference on Computer-Supported Cooperative Work and Social ComputingPages 69–71https://doi.org/10.1145/3678884.3681818Securely exchanging contact information is essential for establishing trustworthy communication channels that facilitate effective online collaboration. However, current methods are neither user-friendly nor scalable for large groups of users. In ...
- research-articleNovember 2024
Bleach: From WiFi probe-request signatures to MAC association
AbstractSmartphones or similar WiFi-enabled devices regularly discover nearby access points by broadcasting management frames known as probe-requests. Probe-request frames relay, as information, the MAC addresses of sending devices, which act as the ...
- research-articleNovember 2024
Inverse distance weight-assisted particle swarm optimized indoor localization
- Jingxue Bi,
- Jianhui Wang,
- Hongji Cao,
- Guobiao Yao,
- Yunjia Wang,
- Zengke Li,
- Meng Sun,
- Hongchao Yang,
- Jie Zhen,
- Guoqiang Zheng
AbstractIndoor localization using wireless fidelity (WiFi) fingerprint has attracted considerable attention due to its extensive deployment and low cost. Most indoor fingerprint localization methods could be computationally inefficient and behave with ...
Highlights- A particle swarm optimized indoor positioning in the online stage is proposed.
- The fitness function is the sum of standard deviations between two fingerprints.
- The testing fingerprint compares with generated one by IDW, not the ...
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- research-articleNovember 2024
ASAP: IEEE 802.11ax-based seamless access point handover for moving vehicles
AbstractThe increasing number of connected and automated vehicles has led to a sharp increase in the demand for network access of moving vehicles. Although 5G networks support terminals with high mobility, the traffic load is too heavy to bear if all the ...
- ArticleOctober 2024
WiMANS: A Benchmark Dataset for WiFi-Based Multi-user Activity Sensing
AbstractWiFi-based human sensing has exhibited remarkable potential to analyze user behaviors in a non-intrusive and device-free manner, benefiting applications as diverse as smart homes and healthcare. However, most previous works focus on single-user ...
- research-articleNovember 2024
Privacy-preserving WiFi fingerprint-based people counting for crowd management
Computer Communications (COMS), Volume 225, Issue CPages 339–349https://doi.org/10.1016/j.comcom.2024.07.010AbstractThe practice of people counting serves as an indispensable tool for meticulously monitoring crowd dynamics, enabling informed decision-making in critical situations, and optimizing the management of urban spaces, facilities, and services. Beyond ...
- research-articleOctober 2024
WiFiWave: Human Activity Recognition through Wi-Fi Sensing: WiFiWave
IC3-2024: Proceedings of the 2024 Sixteenth International Conference on Contemporary ComputingPages 446–450https://doi.org/10.1145/3675888.3676091As the global population continues to expand and age 60 and beyond. People's ability to perform routine tasks and physical activity levels decrease with age, which influences their physical and psychological well-being. Proposed research addresses the ...
- ArticleAugust 2024
SeWi: A Framework Enhancing CSI-Based Human Activity Recognition
Advanced Intelligent Computing Technology and ApplicationsPages 164–175https://doi.org/10.1007/978-981-97-5594-3_14AbstractWith the widespread application of WiFi devices, utilizing Channel State Information (CSI) for human activity recognition has garnered significant attention. However, the reliability of WiFi sensing signals is often compromised due to the ...
- research-articleJuly 2024
End-to-End No-wait Scheduling for Time-Triggered Streams in Mixed Wired-Wireless Networks
- Gourav Prateek Sharma,
- Wouter Tavernier,
- Didier Colle,
- Mario Pickavet,
- Jetmir Haxhibeqiri,
- Jeroen Hoebeke,
- Ingrid Moerman
Journal of Network and Systems Management (JNSM), Volume 32, Issue 3https://doi.org/10.1007/s10922-024-09837-5AbstractProprietary communication technologies for time-critical communication in industrial environments are being gradually replaced by Time-sensitive Networking (TSN)-enabled Ethernet. Furthermore, attempts have been made to bring TSN features into ...
- research-articleMay 2024
- research-articleJune 2024
Accuracy Sensing Parameter Estimation and Indoor Positioning in WiFi Systems via Tensor Analysis
AIEE '24: Proceedings of the 2024 5th International Conference on Artificial Intelligence in Electronics EngineeringPages 53–58https://doi.org/10.1145/3658835.3658841In this paper, we propose a tensor-based method for sensing parameter estimation and indoor positioning in WiFi systems. In general, the number of antennas deployed on WiFi sensors is no more than three and the multipath effect is aggravated in indoor ...
- research-articleJanuary 2024
RLoc: Towards Robust Indoor Localization by Quantifying Uncertainty
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), Volume 7, Issue 4Article No.: 200, Pages 1–28https://doi.org/10.1145/3631437In recent years, decimeter-level accuracy in WiFi indoor localization has become attainable within controlled environments. However, existing methods encounter challenges in maintaining robustness in more complex indoor environments: angle-based methods ...
- research-articleJanuary 2024JUST ACCEPTED
DashReStreamer: Framework for Creation of Impaired Video Clips under Realistic Network Conditions
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), Just Accepted https://doi.org/10.1145/3640016The continuous rise of multimedia entertainment has led to an increased demand for delivering outstanding user experience of multimedia content. However, modelling user-perceived Quality of Experience (QoE) is a challenging task, resulting in efforts for ...
- ArticleDecember 2023
IndoorGNN: A Graph Neural Network Based Approach for Indoor Localization Using WiFi RSSI
AbstractIndoor localization is the process of determining the location of a person or object inside a building. Potential usage of indoor localization includes navigation, personalization, safety and security, and asset tracking. Some of the commonly used ...
- research-articleJanuary 2024
Fast Underground Positioning Method of Mine Based on ELM Algorithm Optimized by Improved QPSO
AAIA '23: Proceedings of the 2023 International Conference on Advances in Artificial Intelligence and ApplicationsPages 177–185https://doi.org/10.1145/3603273.3632225In recent years, underground positioning algorithms based on WiFi have received widespread attention. To further improve the speed and accuracy of positioning algorithms, this paper proposes an underground positioning method based on the improved quantum ...
- research-articleNovember 2023
FTM-Sense: Robust Sensor-free Occupancy Sensing Leveraging WiFi Fine Time Measurement
BuildSys '23: Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and TransportationPages 140–148https://doi.org/10.1145/3600100.3623741Occupancy detection is vital in optimizing smart building applications, such as automatic heating/cooling, lighting systems, and energy management. Conventional occupancy sensing approaches have limitations, such as inadequate performance with ...
- research-articleOctober 2023
Hybrid classical relay and advanced RISs for performance enhancement of IoT sensor networks with impaired hardware
Computer Communications (COMS), Volume 210, Issue CPages 90–101https://doi.org/10.1016/j.comcom.2023.07.038AbstractIn this paper, we propose a combination of traditional relay and advanced reconfigurable intelligent surfaces (RISs) in an Internet of things (IoT) sensor network. In particular, due to the long-range transmission from IoT sensor to receiver, a ...
- research-articleSeptember 2023
Wi-Flex: Reflex Detection with Commodity WiFi
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), Volume 7, Issue 3Article No.: 127, Pages 1–27https://doi.org/10.1145/3610930In this paper, we are interested in startle reflex detection with WiFi signals. We propose that two parameters related to the received signal bandwidth, maximum normalized bandwidth and bandwidth-intense duration, can successfully detect reflexes and ...