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Filters
Adaptive Games for Agile Spectrum Access Based on Extended Kalman Filtering
2007
IEEE Journal on Selected Topics in Signal Processing
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Under the framework of extended Kalman filter (EKF), both the unknown CSI and the TPSD are modeled into a state vector that is to be tracked dynamically. ...
To enable DSA intelligence at affordable costs, this paper proposes novel adaptive DSA algorithms based on channel tracking. ...
ACKNOWLEDGMENT The authors thank the anonymous reviewers for their constructive comments, especially on helping with the FDKFG algorithm. ...
doi:10.1109/jstsp.2007.897050
fatcat:wn3a65dolnhdxfj47alfofvz4i
Statistical spectrum occupancy prediction for dynamic spectrum access: a classification
2018
EURASIP Journal on Wireless Communications and Networking
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This statistical background is used to analyse current techniques for spectrum occupancy prediction. This review also extends spectrum occupancy prediction to include cooperative prediction. ...
Spectrum scarcity due to inefficient utilisation has ignited a plethora of dynamic spectrum access solutions to accommodate the expanding demand for future wireless networks. ...
Akram Al-Hourani for Melbourne spectrum measurement campaign data. ...
doi:10.1186/s13638-017-1019-8
fatcat:lxdlw3lvtnfe3brsqrs5e4prem
Table of Contents
2021
IEEE Transactions on Signal Processing
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Rzepka Robust Variational-Based Kalman Filter for Outlier Rejection With Correlated Measurements . . . . . . . . . . . . . . . . . . . . . . . . ...
Luo On the Tracking Performance of Adaptive Filters and Their Combinations . . . . . . . . . . . . . R. Claser and V. H. ...
doi:10.1109/tsp.2021.3136798
fatcat:kzkdhzcz3fgx3jv6gfjofooseq
Networks and Telecommunications
[chapter]
2010
(ISC)2 Press
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A Kalman filter is used for the interference prediction. In addition, the channel gains are also predicted, in order to anticipate channel fading states. ...
association of mobiles to access points using game theory. ...
doi:10.1201/b10388-6
fatcat:iaho752lo5ba5mzrpygspfx4ra
2021 Index IEEE Transactions on Signal Processing Vol. 69
2021
IEEE Transactions on Signal Processing
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The Author Index contains the primary entry for each item, listed under the first author's name. ...
Song, J., +, TSP 2021 2555-2568 K Kalman filters An Efficient and Effective Second-Order Training Algorithm for LSTM-Based Adaptive Learning. ...
., +, TSP 2021 5784-5800 Kalman Filtering Based Combining for MIMO Systems With Hybrid ARQ. ...
doi:10.1109/tsp.2022.3162899
fatcat:kcubj566gzb4zkj7xb5r5we3ri
Table of Contents
2021
IEEE Transactions on Signal Processing
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Astolfi On the Tracking Performance of Adaptive Filters and Their Combinations . . . . . . . . . . . . . R. Claser and V. H. ...
Shan Protocol-Based Tobit Kalman Filter Under Integral Measurements and Probabilistic Sensor Failures . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . ...
doi:10.1109/tsp.2021.3136800
fatcat:zhf46mb3rbdlnnh3u2xizgxof4
RF Sounding: Generating Sounds from Radio Frequencies
[chapter]
2012
Management of Technological Innovation in Developing and Developed Countries
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This procedure is based on 3 main algorithms: • outlier rejection: it eliminates bad distance samples; • extended Kalman filter (EKF): it maintains the current and predicted device states and corrects ...
For example, (11) presents an experimental application for individualized adaptive music for games. ...
doi:10.5772/37213
fatcat:muduhkk6gnhijevd4q5jgy54me
Implementation of Fog computing for reliable E-health applications
2015
2015 49th Asilomar Conference on Signals, Systems and Computers
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In this paper we compare one-stage and two-stage radio access protocol options tailored for sporadic transmissions of small data packets in uplink with respect to throughput and delay requirements. ...
In this paper we follow-up on recent massive MTC concepts combining advanced MAC protocols with Compressed Sensing (CS) based multiuser detection. ...
This scheme is incorporated into a Kalman filter, suitably modified to account for the nonlinearity and spatial agility of the sensor. ...
doi:10.1109/acssc.2015.7421170
dblp:conf/acssc/CraciunescuMMKP15
fatcat:qm6mki5z6bcvrfimkmqjyrxaxm
Issues, Challenges, and Research Trends in Spectrum Management: A Comprehensive Overview and New Vision for Designing 6G Networks
2020
Electronics
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It must simultaneously utilize various new techniques and technologies, such as Carrier Aggregation (CA), Cognitive Radio (CR), and small cell-based Heterogeneous Networks (HetNet), high-spectrum access ...
Then, the problems involved in the concurrent operations of various technologies for the spectrum management of the current 5G network are highlighted. ...
The authors would also like to thank the Editor and the anonymous reviewers for their valuable comments and suggestions.
Conflicts of Interest: The authors declare no conflict of interest. ...
doi:10.3390/electronics9091416
fatcat:olb3cazvevc2zklsru5l5hnjh4
Artificial intelligence in computer networks
2022
Periodicals of Engineering and Natural Sciences (PEN)
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Using the AI-based approaches has been researched at first in the applications that are associated with the optic transmissions, beginning by characterizing and operating the additives of the network for ...
Ultimately, this study has provided as well a summary of advantages and issues in the optical networks in which artificial intelligence is expected to have an important impact on near future and which ...
The KB has been utilized by the vendors while developing business plans on the ways to access the decision making process and may be updated for adapting to the varying circumstances. ...
doi:10.21533/pen.v10i1.2616
fatcat:k7qoar55wvh5jesjza22tar4uq
Positioning Using Wireless Networks: Applications, Recent Progress and Future Challenges
[article]
2024
arXiv
pre-print
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We investigate the key performance indicators and measurements of positioning systems, followed by the review of the key enabler techniques such as artificial intelligence/large models and adaptive systems ...
Positioning has recently received considerable attention as a key enabler in emerging applications such as extended reality, unmanned aerial vehicles and smart environments. ...
Among them, the most representative ones are the extended Kalman filter (EKF) and the unscented Kalman filter (UKF). ...
arXiv:2403.11417v1
fatcat:fufa3mm2dbc5lggff75lnnqsku
Robot games for elderly
2011
Proceedings of the 6th international conference on Human-robot interaction - HRI '11
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The algorithm is based on a combination of a Kalman filter method for pose estimation of persons, a robot navigation system based on an adaptive potential field and a method for learning from run-time ...
Paper C: Pose Estimation and Adaptive Robot Behaviour from Human-Robot Interaction [251] A new Kalman filter based method for pose estimation of persons. ...
The behaviour of the robot is based on adaptive potential functions adjusted accordingly such that the persons social spaces are respected. ...
doi:10.1145/1957656.1957808
dblp:conf/hri/Hansen11
fatcat:nbai3ephijc77lia2smnnaiv7e
Ping-pong beam training for reciprocal channels with delay spread
2015
2015 49th Asilomar Conference on Signals, Systems and Computers
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Kalman filters can be used to track these drifts to maintain synchronization. A major challenge lies in the lack of precise knowledge of the process noise parameters. ...
The idea is based on estimating the norm of available samples at nodes. ...
This scheme is incorporated into a Kalman filter, suitably modified to account for the nonlinearity and spatial agility of the sensor. ...
doi:10.1109/acssc.2015.7421451
dblp:conf/acssc/CarvalhoA15
fatcat:mqokuvnh3zg45licnfbgxyvxfu
Using 5G to Bring More than just Bits to Homes
2020
2020 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)
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This paper presents a new paradigm for a 5G enabled drone delivery system based on ground-aerial integrated mobilities called TWIN that provide a highquality communication system for increased drone fleet ...
We envision that logistic services on the TWIN concept will have a high societal and economic impact for both urban and rural areas. ...
In practice, we can preload Extended Kalman Filter (EKF), Unscented Kalman Filter (UKF) and Particle Filter in the MEC at the same time in case the linear KF does not reach the performance requirement. ...
doi:10.1109/bmsb49480.2020.9379767
fatcat:6keqiozujfeozgosxv4q64ehli
Design of large polyphase filters in the Quadratic Residue Number System
2010
2010 Conference Record of the Forty Fourth Asilomar Conference on Signals, Systems and Computers
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The superior performance of the CKF over other estimators, namely, the extended Kalman filter (EKF) and unscented Kalman filter (UKF), has been demonstrated experimentally (through computer simulations ...
At each step in a discrete-time extended Kalman filter, a measurement matrix is chosen to illuminate optimally the target location response and its tangent plane in the array response manifold, based on ...
doi:10.1109/acssc.2010.5757589
fatcat:ccxnu5owr5fyrcjcqukumerueq
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