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07/19/2022
Rethinking IoU-based Optimization for Single-stage 3D Object Detection
Since Intersection-over-Union (IoU) based optimization maintains the con...
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04/26/2022
Fast Successive-Cancellation Decoding of Polar Codes with Sequence Nodes
Due to the sequential nature of the successive-cancellation (SC) algorit...
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08/23/2021
Improving 3D Object Detection with Channel-wise Transformer
Though 3D object detection from point clouds has achieved rapid progress...
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05/05/2021
Two-Stage Stochastic Optimization via Primal-Dual Decomposition and Deep Unrolling
We consider a two-stage stochastic optimization problem, in which a long...
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01/09/2021
Channel Estimation for IRS-aided Multiuser Communications with Reduced Error Propagation
Intelligent reflecting surface (IRS) has emerged as a promising paradigm...
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06/24/2020
Stochastic Transceiver Optimization in Multi-Tags Symbiotic Radio Systems
Symbiotic radio (SR) is emerging as a spectrum- and energy-efficient com...
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06/11/2020
A PDD Decoder for Binary Linear Codes With Neural Check Polytope Projection
Linear Programming (LP) is an important decoding technique for binary li...
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05/14/2020
Exploiting Amplitude Control in Intelligent Reflecting Surface Aided Wireless Communication with Imperfect CSI
Intelligent reflecting surface (IRS) is a promising new paradigm to achi...
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02/14/2020
ADMM-based Decoder for Binary Linear Codes Aided by Deep Learning
Inspired by the recent advances in deep learning (DL), this work present...
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12/26/2019
Efficiency Maximization for UAV-Enabled Mobile Relaying Systems with Laser Charging
This work studies the joint problem of power and trajectory optimization...
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12/21/2019
Power Control for Massive MIMO Systems with Nonorthogonal Pilots
This letter shows that optimizing the transmit powers along with optimal...
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12/04/2019
Intelligent Reflecting Surface Enhanced Wireless Network: Two-timescale Beamforming Optimization
Intelligent reflecting surface (IRS) has drawn a lot of attention recent...
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09/01/2019
Efficient Resource Allocation for Relay-Assisted Computation Offloading in Mobile Edge Computing
In this article, we consider the problem of relay assisted computation o...
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08/20/2019
Mixed-Timescale Beamforming and Power Splitting for Massive MIMO Aided SWIPT IoT Network
Traditional simultaneous wireless information and power transfer (SWIPT)...
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06/10/2019
Learned Conjugate Gradient Descent Network for Massive MIMO Detection
In this work, we consider the use of model-driven deep learning techniqu...
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03/12/2019
Two-Timescale Hybrid Compression and Forward for Massive MIMO Aided C-RAN
We consider the uplink of a cloud radio access network (C-RAN), where ma...
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01/25/2018