Machine Learning and Intelligent Communications
5th International Conference, MLICOM 2020, Shenzhen, China, September 26-27, 2020, Proceedings
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Article
Research on anti-interference based on particle swarm optimization algorithm in high altitude platform stations
The future communication network will be composed of ground-based, sea based, air-based and space-based networks to build a distributed air, space and sea integrated global intelligent network across regions, ...
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Article
Research on intelligent scheduling algorithm of high altitude platform system for wide area internet of things
Internet of things technology can not only improve people’s lives, but also bring great changes and innovations to the industry and promote the rapid development of economy. The future communication system wil...
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Article
High-Speed VLSI Implementation of an Improved Parallel Delayed LMS Algorithm
Motivated by improvement of convergence rate and throughput performance, this work develops a systematic high-speed VLSI implementation of the adaptive filter based on the improved 2-parallel delayed LMS (PDLM...
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Article
Noise Robust Automatic Scoring Based on Deep Neural Network Acoustic Models with Lattice-Free MMI and Factorized Adaptation
Automatic scoring based on Automatic Speech Recognition (ASR) has been widely used in L2 (second language) speaking tests. In this paper, novel noise robust automatic scoring methods for L2 speaking tests base...
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Article
Research on Anti-Jamming Algorithm of Massive MIMO Communication System Based on Multi-User Game Theory
Massive MIMO(Multiple-Input Multiple-Output) technology is one of the most important physical layer technologies in 5 g and even 6G. In the process of wireless transmission, due to the complexity of the propag...
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Book and Conference Proceedings
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Chapter and Conference Paper
Automatic Scoring of L2 English Speech Based on DNN Acoustic Models with Lattice-Free MMI
This paper proposed improved automatic scoring methods for L2 English speaking tests based on acoustic models with lattice-free Maximum Mutual Information (MMI). Deep Neural Network (DNN) acoustic modeling wit...
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Chapter and Conference Paper
Research on Fair Scheduling Algorithm of 5G Intelligent Wireless System Based on Machine Learning
In the multi-user scenario of 5G intelligent wireless system, the users can’t get the fair transmission opportunity because of the different service packet length, transmission delay and channel environment of...
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Chapter and Conference Paper
Smart Beamformer Based on Artificial Intelligence
A decentralized smart beamformer based on artificial intelligence is proposed. Transmission weights adjustment of different users are described as a multi-users game. The existence and uniqueness of the Nash e...
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Chapter and Conference Paper
Kinoform Generated Combined with the Error Diffusion Method and the Dynamic Random Phase
A computer generated kinoform combined with error diffusion and the dynamic random phase is presented. In order to compensate the error generated in the reconstructed image from the phase only hologram, the Fl...
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Chapter and Conference Paper
Attention-Based Bidirectional Long Short-Term Memory Neural Network for Short Answer Scoring
The automatic short answer scoring by using computational approaches has been considered the best way to release the workload of human answer raters. In this paper, we designed a novel neural network architect...
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Chapter and Conference Paper
Research on Anti-jamming Algorithm of Multi-antenna System Based on Artificial Intelligence Technology
In order to solve the system interference problem caused by beamforming technology of multi-antenna system, an anti-jamming solution based on artificial intelligence technology is proposed, and a multi antenna...
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Article
Clustered-NOMA Based Resource Allocation in Wireless Powered Communication Networks
Wireless Powered Communication (WPC) provides an effective solution to the contradiction between information transmission and energy consumption for Internet of Things (IoT) terminals. In this paper, a cluster...
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Article
Open AccessMulti-beam coverage and beamforming technology for high altitude platform station communication system
Multi-beam antenna technology can effectively mitigate the impact of deep fading caused by multipath propagation on communication quality through spatial diversity and increase the reliability of wireless mobi...
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Article
Open AccessAn intelligent wireless channel allocation in HAPS 5G communication system based on reinforcement learning
Channel allocation is the prerequisite for the HAPS (high-altitude platform station) 5G communication network to transmit information. An intelligent wireless channel allocation algorithm for HAPS 5G massive M...
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Article
Adaptive Separation of Subcarrier for Wireless Link of Satellite Communication
Currently, the subcarrier on the satellite communication wireless link has uncertain signal number and bandwidth and non-overlapped frequency spectra of mixed signals, and thus can hardly be separated and iden...
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Chapter and Conference Paper
A Novel Computational Method for Predicting Disease Genes Based on Functional Similarity
Identifying disease genes is essential for elucidating pathogenesis and develo** diagnosis and prevention measures. We have developed a computational tool, named DGFinder, to assess candidate genes in intere...
