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https://ieeexplore.ieee.org/document/5483527/
Apr 15, 2010 · Optimizing the performance of adaptive modulation and coding (AMC) in practice has proven challenging. Prior research has struggled to find link quality me Online adaptive modulation and coding with support vector machines - IEEE Conference PublicationCited by: 28
http://users.ece.utexas.edu/~rheath/papers/2010/EWC/paper.pdf
ONLINE ADAPTIVE MODULATION AND CODING WITH SUPPORT VECTOR MACHINES Robert Daniels and Robert W. Heath, Jr. Wireless Networking and Communication Group, Dept. of Computer and Electrical Engineering The University of Texas at Austin, 1 …
https://www.researchgate.net/publication/224145036_Online_adaptive_modulation_and_coding_with_support_vector_machines
Some indicative machine learning techniques that have been applied for adaptive modulation and coding (AMC) in wireless radio are: neural networks [8], [9], support vector machines [10], decision ...
http://users.ece.utexas.edu/~rheath/papers/2010/EWC/
Online Adaptive Modulation and Coding with Support Vector Machines. Authors: Robert C. Daniels and Robert W. Heath, Jr. ... Optimizing the performance of link adaptation or, more specifically, adaptive modulation and coding (AMC) for MIMO-OFDM in practice has proven challenging. Prior research has struggled to find link quality metrics that are ...
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.303.150
Online Adaptive Modulation and Coding with Support Vector Machines (2010) Cached. ... {Online Adaptive Modulation and Coding with Support Vector Machines}, booktitle = {in Proceedings of the IEEE European Wireless Conference}, year = {2010}} Share. OpenURL . Abstract. Optimizing the performance of adaptive modulation and coding (AMC) in ...
http://core.ac.uk/display/22648587
Online Adaptive Modulation and Coding with Support Vector Machines . By Robert Daniels and Robert W. Heath. Abstract. Optimizing the performance of adaptive modulation and coding (AMC) in practice has proven challenging. Prior research has struggled to find link quality metrics that are suitable for look-up-tables and simultaneously provide an ...Author: Robert Daniels and Robert W. Heath
https://www.infona.pl/resource/bwmeta1.element.ieee-art-000005483527
wireless LAN adaptive codes adaptive modulation radio links support vector machines telecommunication computing IEEE 802.11n online adaptive modulation support vector machine adaptive coding look-up-tables injective mapping wireless links feature selective channels hardware nonlinearities nonGaussian noise effects multidimensional link quality ...
https://ieeexplore.ieee.org/document/6934549
Sep 10, 2014 · Automatic Modulation Classification for adaptive Power Control in cognitive satellite communications ... User (PU) operating based on an Adaptive Coding and Modulation (ACM) protocol. The suggested SS technique considers Higher Order Statistical (HOS) features of the signal and an efficient Machine Learning (ML) detector, the Support Vector ...
https://www.researchgate.net/publication/329065365_Deep_Convolutional_Neural_Networks_for_Link_Adaptations_in_MIMO-OFDM_Wireless_Systems
Deep Convolutional Neural Networks for Link Adaptations in MIMO-OFDM Wireless Systems ... Online adaptive modulation and coding with support vector machines ... This paper proposes a novel online ...
http://www.profheath.org/research/limited-feedback/machine-learning-for-mimo-link-adaptation/
R. Daniels and R. W. Heath, Jr., “Online Adaptive Modulation and Coding with Support Vector Machines,” (invited) Proc. of the IEEE European Wireless Conference , Lucca, Italy, pp. 718-724, April 12-15, 2010. This paper presents an online learning approach for rate adaptation using support vector machines.
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