Reference health
A Very Brief Introduction to Machine Learning With Applications to Communication Systems
42/42 checkable references clean · checked 2026-07-21
Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.
38 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.
The 42 checked references that resolve
resolves10.1109/TW.2014.011614.131163
Clustering and Resource Allocation for Dense Femtocells in a Two-Tier Cellular OFDMA Network
resolves10.1109/GLOCOM.2017.8254811
Scaling Deep Learning-Based Decoding of Polar Codes via Partitioning
resolves10.1145/1132983.1132997
A supervised learning approach for routing optimizations in wireless sensor networks
resolves10.3233/SCC-1999-207
Equalisation of satellite mobile channels with neural network techniques
resolves10.1109/TSP.2016.2601299
Majorization-Minimization Algorithms in Signal Processing, Communications, and Machine Learning
resolves10.1016/S0165-1684(00)00030-X
Applications of neural networks to digital communications – a survey
resolves10.1109/MSP.2012.2205597
Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups
resolves10.1109/GLOCOM.2016.7841821
Estimating the Number of Receiving Nodes in 802.11 Networks via Machine Learning Techniques
resolves10.1109/SURV.2008.080406
A survey of techniques for internet traffic classification using machine learning
resolves10.1109/MWC.2017.1700244
On Removing Routing Protocol from Future Wireless Networks: A Real-time Deep Learning Approach for Intelligent Traffic Control
resolves10.1109/ACCESS.2015.2471178
Cognition-Based Networks: A New Perspective on Network Optimization Using Learning and Distributed Intelligence
resolves10.1109/TWC.2017.2683482
Echo State Networks for Proactive Caching in Cloud-Based Radio Access Networks With Mobile Users
resolves10.1111/j.2517-6161.1977.tb01600.x
Maximum Likelihood from Incomplete Data Via the
<i>EM</i>
Algorithm
resolves10.1109/ICC.2010.5502348
A Neural Network Based Spectrum Prediction Scheme for Cognitive Radio
resolves10.1109/COMST.2014.2320099
Machine Learning in Wireless Sensor Networks: Algorithms, Strategies, and Applications
resolves10.1109/TNN.2008.2005494
Indoor Location System Based on Discriminant-Adaptive Neural Network in IEEE 802.11 Environments
resolves10.1109/ACSSC.2011.6190354
Modulation classification of MIMO-OFDM signals by Independent Component Analysis and Support Vector Machines
resolves10.1109/SPAWC.2017.8227766
Learning to optimize: Training deep neural networks for wireless resource management
The 38 references without a DOI — listed, not checked
no DOI — not checkedTowards optimal power control via ensembling deep neural networks
no DOI — not checkedChannel agnostic end-to-end learning based communication systems with conditional gan
no DOI — not checkedApproximating the void: Learning stochastic channel models from observation with variational generative adversarial networks
no DOI — not checkedOnline label recovery for deep learning-based communication through error correcting codes
no DOI — not checkedExact recovery in the stochastic block model
no DOI — not checkedThe PageRank citation ranking: Bringing order to the Web
no DOI — not checkedAn introduction to machine learning communications systems
no DOI — not checkedDeep learning detection networks in MIMO decode-forward relay channels
no DOI — not checkedNeural variational inference and learning in belief networks
no DOI — not checkedref63
no DOI — not checkedA statistical learning approach to ultra-reliable low latency communication
no DOI — not checkedNIPS 2016 tutorial: Generative adversarial networks
no DOI — not checkedMachine learning for wireless networks with artificial intelligence: A tutorial on neural networks
no DOI — not checkedDeepCode: Feedback codes via deep learning
no DOI — not checkedref29
no DOI — not checkedDeep joint source-channel coding for wireless image transmission
no DOI — not checkedDeep learning and information theory: An emerging interface
no DOI — not checkedLearning to explain: An information-theoretic perspective on model interpretation
no DOI — not checkedTraining probabilistic spiking neural networks with first-to-spike decoding
no DOI — not checkedMachine learning at the edge: A data-driven architecture with applications to 5G cellular networks
no DOI — not checkedMachine-learning-based future received signal strength prediction using depth images for mmWave communications
no DOI — not checkedref59
no DOI — not checkedref58
no DOI — not checkedref57
no DOI — not checkedA survey on application of machine learning techniques in optical networks
no DOI — not checkedDeep learning in physical layer communications
no DOI — not checkedref12
no DOI — not checkedA closer look at memorization in deep networks
no DOI — not checkedref17
no DOI — not checkedRedundancy techniques for straggler mitigation in distributed optimization and learning
no DOI — not checkedLearning form delayed rewards
no DOI — not checkedref8
no DOI — not checkedref7
no DOI — not checkedSmall sample learning in big data era
no DOI — not checkedModel-aided wireless artificial intelligence: Embedding expert knowledge in deep neural networks towards wireless systems optimization
no DOI — not checkedEnhanced machine learning techniques for early HARQ feedback prediction in 5G
no DOI — not checkedNon-linear digital self-interference cancellation for in-band full-duplex radios using neural networks
no DOI — not checkedSupervised and semi-supervised deep neural networks for CSI-based authentication
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