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    • Venusian: Rapid Wireless Baseband Validation via High-Level Programming and FPGA-Based RISC-V Accelerator Co-Design
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    • SimuNN: A Pre-RTL Inference, Simulation and Evaluation Framework for Neural Networks
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    • A Real-Time Network Traffic Identifier for Open 5G/B5G Networks via Prototype Analysis
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    • Energy-Efficient Subchannel and Power Allocation for HetNets Based on Convolutional Neural Network
    • Exploiting Moving Intelligence: Delay-optimized Computation Offloading in Vehicular Fog Networks
    • Exploiting Wireless Channel State Information Structures beyond Linear Correlations: A Deep Learning Approach
    • Fingerprint-Based Localization Using Commercial LTE Signals: A Field-Trial Study
    • Finite Blocklength Allocation towards Robust Age-of-Information Optimization
    • Intermittent CSI Update for Massive MIMO Systems with Heterogeneous User Mobility
    • Joint Compressed Sensing and Enhanced Whale Optimization Algorithm for Pilot Allocation in Underwater Acoustic OFDM Systems
    • Learning Attentive Representations for Environmental Sound Classification
    • Learning-Based Remote Channel Inference: Feasibility Analysis and Case Study
    • Only Those Requested Count: Proactive Scheduling Policies for Minimizing Effective Age-of-Information
    • Optimal Blocklength Allocation towards Reduced Age of Information in Wireless Sensor Networks
    • Optimizing Information Freshness in Broadcast Network with Unreliable Links and Random Arrivals: An Approximate Index Policy
    • Passive TCP Identification for Wired and Wireless Networks: A Long-Short Term Memory Approach
    • Robust Sub-Meter Level Indoor Localization with a Single WiFi Access Point---Regression versus Classification
    • Robust Sub-Meter Level Indoor Localization-a Logistic Regression Approach
    • Scalable Multi-Agent Learning for Situationally-Aware Multiple-Access and Grant-Free Transmissions
    • Speed-Oriented Architecture for Binary Field Point Multiplication on Elliptic Curves
    • Status from a Random Field: How Densely Should One Update?
    • Sub-Spectrogram Segmentation for Environmental Sound Classification via Convolutional Recurrent Neural Network and Score Level Fusion
    • Timely Status Update in Wireless Uplinks: Analytical Solutions with Asymptotic Optimality
    • Fast Intra Coding Based on CU Size Decision and Direction Mode Decision for HEVC
    • A Fast Modular Inversion FPGA Implementation over GF (2 m) Using Modified x 2n Unit
    • A Prototype Performance Analysis for V2V Communications Using USRP-based Software Defined Radio Platform
    • A Reconfigurable Pipelined Architecture for Convolutional Neural Network Acceleration
    • A Two-Step Learning and Interpolation Method for Location-Based Channel Database Construction
    • A Unified Deep Learning Based Polar-LDPC Decoder for 5G Communication Systems
    • A Unified Reconfigurable Datapath for 5G Compatible LDPC Decoding
    • Can Decentralized Status Update Achieve Universally Near-Optimal Age-of-Information in Wireless Multiaccess Channels?
    • Decentralized Status Update for Age-of-Information Optimization in Wireless Multiaccess Channels.
    • Deep Convolutional Neural Network with Mixup for Environmental Sound Classification
    • Discrete Spatial Compression beyond Beamspace Channel Sparsity Based on Branch-and-Bound
    • Distributed Reinforcement Learning for Quality-of-Service Routing in Wireless Device-to-Device Networks
    • Dynamic Carrier and Power Amplifier Mapping for Energy Efficient Multi-Carrier Wireless Communications
    • Grey Correlation Degree Analysis on Pilot Pattern Optimization for OFDM Channel Estimation
    • Improved Scaling Law for Status Update Timeliness in Massive IoT by Elastic Spatial Multiplexing
    • Inferring Remote Channel State Information: Cramér-Rae Lower Bound and Deep Learning Implementation
    • Joint User Scheduling and Beam Selection Optimization for Beam-Based Massive MIMO Downlinks
    • Learning-Based Task Offloading for Vehicular Cloud Computing Systems
    • Optimal Discrete Spatial Compression for Beamspace Massive MIMO Signals
    • Origin of Symmetry Breaking in the Seed-Mediated Growth of Bi-Metal Nano-Heterostructures
    • Performance Evaluation for LTE-V Based Vehicle-to-Vehicle Platooning Communication
    • Time-Sequence Channel Inference for Beam Alignment in Vehicular Networks
    • A Block Coordinated Update Method for Beam-Based Massive MIMO Downlink Scheduling Based on Statistical CSI
    • A Two-Stage Variation-Aware Task Mapping Scheme for Fault-Tolerant Multi-Core Network-on-Chips
    • Antenna-Beam Spatial Transformation in C-RAN with Large Antenna Arrays
    • Augmented Nested Arrays with Enhanced DOF and Reduced Mutual Coupling
    • DOA Estimation Based on the Difference and Sum Coarray for Coprime Arrays
    • Elastic Local Breakout Strategy and Implementation for Delay-Sensitive Packets with Local Significance
    • How Often Should CSI Be Updated for Massive MIMO Systems with Massive Connectivity?
    • Modeling and Analyzing of Underwater Acoustic Channels with Curvilinear Boundaries in Shallow Ocean
    • Optimal Sleeping Mechanism for Multiple Servers with MMPP-based Bursty Traffic Arrival
    • Pilot-Data Superposition for Beam-Based FDD Massive MIMO Downlinks
    • Proactive Content Push in Heterogeneous Networks with Multiple Energy Harvesting Small Cells
    • Remote Channel Inference for Beamforming in Ultra-Dense Hyper-Cellular Network
    • System Design and Software-Defined Implementation for Hyper-Cellular Network
    • Task Replication for Deadline-Constrained Vehicular Cloud Computing: Optimal Policy, Performance Analysis, and Implications on Road Traffic
    • 利用信道学习获取超蜂窝网络休眠基站的信道信息
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    • A Novel TLS-based Antenna Reciprocity Calibration Scheme in TDD MIMO Systems
    • A Phase Difference Detection Method Implementation Based on DFT in Multi-Band SAR System
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SMART: Situationally-aware Multi-Agent Reinforcement Learning-Based Transmissions

1月 1, 2021·
Zhiyuan Jiang
Zhiyuan Jiang
,
Yan Liu
,
Jernej Hribar
,
Luiz A. DaSilva
,
Sheng Zhou
,
Zhisheng Niu
· 0 分钟阅读时长
DOI
最近更新于 1月 1, 2021
Zhiyuan Jiang
Authors
Zhiyuan Jiang
Professor
← Slicing Framework for Service Level Agreement Guarantee in Heterogeneous Networks---A Deep Reinforcement Learning Approach 1月 1, 2021
Tracking Based Semi-Automatic Annotation for Scene Text Videos 1月 1, 2021 →

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