Výsledky vyhledávání - MCS selection algorithm

End-to-end intelligent MCS selection algorithm Autor Xue, Xiaosong, Pan, Wei, Yan, Fang, Li, Na

“…In this paper, an end-to-end intelligent modulation and coding scheme (MCS) algorithm is proposed, where the reinforcement learning (RL) is exploited…”
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Deep Reinforcement Learning-Based Modulation and Coding Scheme Selection in Cognitive Heterogeneous Networks Autor Zhang, Lin, Tan, Junjie, Liang, Ying-Chang, Feng, Gang, Niyato, Dusit

“… (DRL) and propose an intelligent MCS selection algorithm for the primary transmission…”
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Investigation of different MCS selection algorithm to reduce the impact of CSI-RS on LTE legacy UEs Autor Zhao, Xiaofei, Gu, Xinyu, Zhang, Xiang, Gong, Yi, Zhang, Lin, Li, Wenyu

“…In LTE-A (Long Term Evolution-Advanced) network deployed with higher order MIMO (Multiple Input Multiple Output), CRS (Common Reference Signal) is substituted…”
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ALPACA: An Asymmetric Loss Prediction Algorithm for Channel Adaptation Based on a Convolutional-Recurrent Neural Network in URLLC Systems Autor Glinskiy, Kirill, Kureev, Aleksey Andreevich, Khorov, Evgeny

“… The MCS selection problem is extremely challenging to capture the quickly varying wireless channel effects, e.g…”
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MCS selection algorithms for a persistent allocation scheme to accommodate VoIP services in IEEE 802.16e OFDMA system Autor Changgi Cho, Hu Jin, Nah-Oak Song, Dan Keun Sung

“… However, it is difficult to use the conventional modulation and coding scheme (MCS) selection algorithms, which are based on instantaneous SINR, for the persistent allocation scheme…”
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Applied research of modulation-coding schemes selection algorithms effectiveness in 802.11 equipment Autor Uryvsky, Leonid, Moshynska, Alina, Osypchuk, Serhii

“…In modern 802.11 equipment the algorithms are implemented that control MCS (Modulation-Coding Schemes…”
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MCS: A Distributed Multi-User Channel Selection Algorithm for Cognitive Radio Networks Autor Satapathy, Shaswat, Singh, Shivani, Mishra, Debani Prasad

“…Multi-arm bandit (MAB) theory have recently been in use to plan choice issues with exploration-exploitation tradeoff. Dynamic channel assignment in cognitive…”
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MCS-HMS: A Multi-Cluster Selection Strategy for the Human Mental Search Algorithm Autor Bojnordi, Ehsan, Mousavirad, Seyed Jalaleddin, Schaefer, Gerald, Korovin, Iakov

“…Population-based metaheuristic algorithms have received significant attention in global optimisation…”
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Link Adaptation Algorithm for Optimal Modulation and Coding Selection in 5G and Beyond Systems Autor Nicolini, Andrea, Icolari, Vincenzo, Dardari, Davide

“…) controller principles and block error rate (BLER) target for modulation and coding scheme (MCS) selection applied to the latest mobile telecommunication standards…”
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Modified Cuckoo Search-Support Vector Machine (MCS-SVM) Gene Selection and Classification for Autism Spectrum Disorder (ASD) Gene Expression Autor Kalaiarasu, Dr.M., Anitha, Dr.J.

“… To overcome this issue, Modified Cuckoo Search-Support Vector Machine (MCS-SVM) based wrapper feature selection algorithm is proposed which improves the accuracy…”
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MCS-HMS: A Multi-Cluster Selection Strategy for the Human Mental Search Algorithm Autor Bojnordi, Ehsan, Mousavirad, Seyed Jalaleddin, Schaefer, Gerald, Korovin, Iakov

“…Population-based metaheuristic algorithms have received significant attention in global optimisation…”
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Deep Reinforcement Learning for Modulation and Coding Scheme Selection in Cognitive HetNets Autor Zhang, Lin, Tan, Junjie, Liang, Ying-Chang, Feng, Gang, Niyato, Dusit

“… This makes it difficult for the PR to select a proper modulation and/or coding scheme (MCS). To deal with the issue, we propose an intelligent deep reinforcement…”
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Reinforcement learning-based cell selection in sparse mobile crowdsensing Autor Liu, Wenbin, Wang, Leye, Wang, En, Yang, Yongjian, Zeghlache, Djamal, Zhang, Daqing

“…, data collection costs) for ensuring a certain level of data quality. To address this issue, this paper proposes the reinforcement learning-based cell selection algorithm for Sparse MCS…”
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A fast-convergence algorithm for reliability analysis based on the AK-MCS Autor Xiong, Yifang, Sampath, Suresh

“…•The algorithm performance of existing AK-MCS structures is sensitive to the Kriging trend and initial candidate size…”
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Hybridization of Strength Pareto Multiobjective Optimization with Modified Cuckoo Search Algorithm for Rectangular Array Autor Abdul Rani, Khairul Najmy, Abdulmalek, Mohamedfareq, A. Rahim, Hasliza, Siew Chin, Neoh, Abd Wahab, Alawiyah

“…) optimization technique in rectangular array geometry synthesis. Precisely, the MCS algorithm is proposed by incorporating the Roulette wheel selection operator to choose the initial host nests (individuals…”
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A Novel Link Adaptation Approach for URLLC: A DRL-Based Method with OLLA Autor Gao, Wei, Zheng, Paul, Hu, Yulin, Shen, Chao, Ai, Bo, Schmeink, Anke

“… Furthermore, we enhance the MCS selection process by using the Outer Loop Link Adaptation algorithm for transmission reliability improvement…”
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Location and Bid Privacy Preserving-Based Quality-Aware Worker Recruitment Scheme in MCS Autor Shi, Weifan, Deng, Qingyong, Li, Zhetao, Long, Saiqin, Liu, Haolin, Pang, Xiaoyi

“…Mobile crowd sensing (MCS) has become a prevalent large-scale and low-cost data collection paradigm by employing workers, and the location and bid privacy of both task and workers should not be leaked to the third party…”
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Modified Cuckoo Search-Cascade Forest (MCS-CF) for Attention Deficit Hyperactivity Disorder (ADHD) Diagnosis Autor Padmavathy, Dr.T.V., Vinothkumar, Dr.M., Vimal Kumar, Dr.M.N.

“…) based feature selection algorithm is suggested which helps in the accuracy improvement of the classifier used in ADHD…”
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Keeping Cell Selection Model Up-to-Date to Adapt to Time-Dependent Environment in Sparse Mobile Crowdsensing Autor Han, Lei, Yu, Zhiyong, Wang, Liang, Yu, Zhiwen, Guo, Bin

“…, which cells need to be selected to collect data) is a critical issue in Sparse MCS. Currently, state-of-the-art cell selection algorithms are implemented based on reinforcement learning…”
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Worker Selection towards High Service Quality in Mobile Crowd Sensing Autor Zou, Hong, Wang, Hongli, Cui, Yaping, He, Peng, Wu, Dapeng, Wang, Ruyan

“…In the field of mobile crowd sensing (MCS), worker selection is a key research issue and has progressively gained considerable interests in the academic community in recent years…”
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