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The Promise of Radio Analytics: A Future Paradigm of Wireless Positioning, Tracking, and Sensing

Beibei Wang, Qinyi Xu, Chen Chen, Feng Zhang, K.J. Ray Liu
2018 IEEE Signal Processing Magazine  
In addition, human activities affect wireless signal propagation, so understanding and analyzing how these signals react to human activities can reveal rich information about the activities around us.  ...  Inspired by the high-resolution spatial-temporal resonance of the time reversal (TR) phenomenon, one can develop various types of radio analytics based on the multipath channel profiles.  ...  However, because the RSSI is coarse-grained and can be easily corrupted by the multipath effect, RSS-based sensing systems often require an LOS transmission, resulting in limited accuracy in indoor activity  ... 
doi:10.1109/msp.2018.2806300 fatcat:pffib6pqurgdhmtomgeiw6gomu

Ubiquitous keyboard for small mobile devices

Junjue Wang, Kaichen Zhao, Xinyu Zhang, Chunyi Peng
2014 Proceedings of the 12th annual international conference on Mobile systems, applications, and services - MobiSys '14  
To achieve fine-grained, centimeter scale granularity, UbiK extracts and optimizes the location-dependent multipath fading features from the audio signals, and takes advantage of the dual-microphone interface  ...  RELATED WORK Fine-grained wireless localization.  ...  In contrast to these wireless location solutions, UbiK represents the first work to achieve ultra fine-grained, centimeter scale localization.  ... 
doi:10.1145/2594368.2594384 dblp:conf/mobisys/WangZZP14 fatcat:vyltw3ohgba4nc33n4jbjfzuyy

Ultra Low-Latency Backscatter for Fast-Moving Location Tracking

Jingxian Wang, Vaishnavi Ranganathan, Jonathan Lester, Swarun Kumar
2022 Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies  
It simultaneously uses the sensed optical information modulated on the backscatter signals to enable fine-grained location estimation within the coarse region.  ...  A detailed experimental evaluation of FastLoc shows a median accuracy of 0.7 cm in tag localization with a 0.51 ms effective localization latency.  ...  Optical Fine Localization: Next, we perform fine-grained localization by leveraging the color hues detected by the tag to uniquely map to a fine-grained location within a coarse region, that is defined  ... 
doi:10.1145/3517242 fatcat:icez4rbwgve3njbetzeoyggkqi

Physical characteristics of wireless communication channels for secret key establishment: A survey of the research

Mirko Bottarelli, Gregory Epiphaniou, Dhouha Kbaier Ben Ismail, Petros Karadimas, Haider Al-Khateeb
2018 Computers & security  
Physical layer security protocols have recently been deployed in the context of Wireless communications.  ...  The exact way(s) in which these metrics are duly influenced by quantisation schemes is also discussed, by means of a comprehensive critical narrative of both existing and future developments in the field  ...  To further boost the key generation rate, both the multipath and frequency diversities of the wireless medium are further explored through the channel impulse response CIR, responsible for extracting fine-grained  ... 
doi:10.1016/j.cose.2018.08.001 fatcat:o3omsqut6rhyjhgkofbl2oiyee

Authenticating On-Body IoT Devices: An Adversarial Learning Approach [article]

Yong Huang, Wei Wang, Hao Wang, Tao Jiang, Qian Zhang
2020 arXiv   pre-print
This paper overcomes these limitations with a general authentication solution by integrating wireless physical layer (PHY) signatures with upper-layer protocols.  ...  Once hearing a suspicious transmission, our system triggers a PHY-based challenge-response protocol to defend in depth against active attacks.  ...  Therefore, it is crucial to extract fine-grained radio features from raw signals.  ... 
arXiv:2005.11170v1 fatcat:twtvl3nq2jamfewr2jcj3l5zpq

COREnect D3.3. Initial COREnect industry roadmap [article]

AUSTRALO
2021 Zenodo  
or fine-grained) accelerators for the compute-intensive parts of 5G/6G layers.  ...  and use programmable or reconfigurable (coarse-grained or fine-grained) accelerators;  adaptive resource management approaches at system level, including power and thermal constraints at run-time during  ...  Appendix The COREnect roadmap activities strongly rely on interactions with experts in the field.  ... 
doi:10.5281/zenodo.5075317 fatcat:ww7icphzfjcdjlxbsbo2qekghy

2021 Index IEEE Internet of Things Journal Vol. 8

2021 IEEE Internet of Things Journal  
The primary entry includes the coauthors' names, the title of the paper or other item, and its location, specified by the publication abbreviation, year, month, and inclusive pagination.  ...  ., +, JIoT April 1, 2021 5973-5984 Efficient and Fine-Grained Signature for IIoT With Resistance to Key Exposure.  ...  ., +, JIoT Sept. 15, 2021 14287-14298 FallViewer: A Fine-Grained Indoor Fall Detection System With Ubiquitous Wi-Fi Devices.  ... 
doi:10.1109/jiot.2022.3141840 fatcat:42a2qzt4jnbwxihxp6rzosha3y

Exploratory Research Opportunities Of Computing In Life Sciences

Guest Editor Dr.Vignesh Ramamoorthy H
2022 International Journal of Life Science and Pharma Research  
software, devices and algorithms, and are able to create social and technological solutions that are truly engaging for those who use them, apply those solutions to real problems, and evaluate their effectiveness  ...  To ensure patient-centric privacy control over their PHRs, it is essential to have fine-grained data access control mechanisms that work with semi-trusted servers.  ...  In addition, this phase concentrates on enhancing the dyslexia dataset by imputing the missing values using boosted decision tree 10 .  ... 
doi:10.22376/ijpbs/ijlpr/sp20/march.2022.5-200 fatcat:vowymyh3mzc6nmm4im4dvlpm7a

Deep Learning in Mobile and Wireless Networking: A Survey [article]

Chaoyun Zhang, Paul Patras, Hamed Haddadi
2019 arXiv   pre-print
Upcoming 5G systems are evolving to support exploding mobile traffic volumes, agile management of network resource to maximize user experience, and extraction of fine-grained real-time analytics.  ...  Subsequently, we provide an encyclopedic review of mobile and wireless networking research based on deep learning, which we categorize by different domains.  ...  More recently, Zhang et al. propose an original Mobile Traffic Super-Resolution (MTSR) technique to infer networkwide fine-grained mobile traffic consumption given coarsegrained counterparts obtained by  ... 
arXiv:1803.04311v3 fatcat:awuvyviarvbr5kd5ilqndpfsde

Survey on Terahertz Nanocommunication and Networking: A Top-Down Perspective

Filip Lemic, Sergi Abadal, Wouter Tavernier, Pieter Stroobant, Didier Colle, Eduard Alarcon, Johann Marquez-Barja, Jeroen Famaey
2021 IEEE Journal on Selected Areas in Communications  
Specifically, we discuss the applications envisioned to be supported by nanonetworks operating in the THz band, together with the requirements that such applications pose on the underlying nanonetworks  ...  By controlling the reflection and scattering profiles at selected spots, both propagation loss and multipath effects can be mitigated in any wireless channel.  ...  For example, as body-centric applications obviously assume in-body communication, hence fine-grained models of human mobility are needed, as well as models for blood stream and various other in-body mobility  ... 
doi:10.1109/jsac.2021.3071837 fatcat:tvcbvr7u3jeqbh2yoaygywjelq

Survey on Terahertz Nanocommunication and Networking: A Top-Down Perspective [article]

Filip Lemic, Sergi Abadal, Wouter Tavernier, Pieter Stroobant, Didier Colle, Eduard Alarcón, Johann Marquez-Barja, Jeroen Famaey
2021 arXiv   pre-print
Specifically, we discuss the applications envisioned to be supported by nanonetworks operating in the THz band, together with the requirements such applications pose on the underlying nanonetworks.  ...  By controlling the reflection and scattering profiles at selected spots, both propagation loss and multipath effects can be mitigated in any wireless channel.  ...  For example, as body-centric applications obviously assume in-body communication, hence fine-grained models of human mobility are needed, as well as models for blood stream and various other in-body mobility  ... 
arXiv:1909.05703v3 fatcat:wbc5fggjvngojfbxqv24p4kp6i

Toward Integrated Large-Scale Environmental Monitoring Using WSN/UAV/Crowdsensing: A Review of Applications, Signal Processing, and Future Perspectives

Alessio Fascista
2022 Sensors  
By outlining the available solutions and current limitations, we identify in the cooperation among terrestrial (WSN/crowdsensing) and aerial (UAVs) sensing, coupled with the adoption of advanced signal  ...  In this paper, we take the research on integrated and large-scale environmental monitoring a step further by providing a comprehensive review that covers transversally all the main applications of wireless  ...  In this respect, a paradigm shift is necessary where pervasive and fine-grained environmental monitoring is performed by means of a larger number of low-cost sensing units which, by providing a more capillary  ... 
doi:10.3390/s22051824 pmid:35270970 pmcid:PMC8914857 fatcat:xqcgx676mbckfpc2a6rurbfooq

Deep Learning in Mobile and Wireless Networking: A Survey

Chaoyun Zhang, Paul Patras, Hamed Haddadi
2019 IEEE Communications Surveys and Tutorials  
Upcoming 5G systems are evolving to support exploding mobile traffic volumes, real-time extraction of fine-grained analytics, and agile management of network resources, so as to maximize user experience  ...  Subsequently, we provide an encyclopedic review of mobile and wireless networking research based on deep learning, which we categorize by different domains.  ...  More recently, Zhang et al. propose an original Mobile Traffic Super-Resolution (MTSR) technique to infer networkwide fine-grained mobile traffic consumption given coarsegrained counterparts obtained by  ... 
doi:10.1109/comst.2019.2904897 fatcat:xmmrndjbsfdetpa5ef5e3v4xda

AI-Assisted Framework for Green-Routing and Load Balancing in Hybrid Software-Defined Networking: Proposal, Challenges and Future Perspective

Richard Etengu, Saw Chin Tan, Ching Kwang Lee, Fouad Mohammed Abbou, Teong Che Chuah
2020 IEEE Access  
the status of wireless channels.  ...  First, various research works have indicated the massive devastating effect of Green House Gases (GHG) emissions and their ramifications on climate change [5] .  ...  With the popularity of SDN paradigm, network operators can now leverage the centralized characteristic of SDN to capture traffic statics from the network switches in a fine-grained (port by port and  ... 
doi:10.1109/access.2020.3022291 fatcat:ebznmgl4gfde3kbrewuiphgtme

Monitoring the Application [chapter]

Adam Shackelford
2015 Beginning Amazon Web Services with Node.js  
The Spotlight project aims to develop an affordable, easy-to-use resource monitoring system that monitors fine-grained resource consumption in buildings.  ...  PART 07.5 Future Directions One problem of fine-grained resource monitoring is the vast amount of data. Unlike multi-media data, the data is in plain time-series.  ...  These activities included both programmatic and research components.  ... 
doi:10.1007/978-1-4842-0653-9_7 fatcat:b6s3wv3jcvf6xiniouokdhwtba
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