Tao Jiang

Multi-Agent Deep Reinforcement Learning for HVAC Control in Commercial Buildings

In commercial buildings, about 40 is attributed to Heating, Ventilation,...
06/25/2020 ∙ by Liang Yu, et al. ∙ 0 ∙ share

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On identifying clusters from sum-of-norms clustering computation

Sum-of-norms clustering is a clustering formulation based on convex opti...
06/19/2020 ∙ by Tao Jiang, et al. ∙ 0 ∙ share

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Robot-assisted Backscatter Localization for IoT Applications

Recent years have witnessed the rapid proliferation of backscatter techn...
05/21/2020 ∙ by Shengkai Zhang, et al. ∙ 0 ∙ share

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Authenticating On-Body IoT Devices: An Adversarial Learning Approach

By adding users as a new dimension to connectivity, on-body Internet-of-...
05/21/2020 ∙ by Yong Huang, et al. ∙ 0 ∙ share

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A Comprehensive Review for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks

Breast cancer is one of the most common and deadliest cancers among wome...
03/27/2020 ∙ by Xiaomin Zhou, et al. ∙ 0 ∙ share

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WiFi-Inertial Indoor Pose Estimation for Micro Aerial Vehicles

This paper presents an indoor pose estimation system for micro aerial ve...
03/16/2020 ∙ by Shengkai Zhang, et al. ∙ 0 ∙ share

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A Multi-scale CNN-CRF Framework for Environmental Microorganism Image Segmentation

In order to assist researchers to identify Environmental Microorganisms ...
03/08/2020 ∙ by Jinghua Zhang, et al. ∙ 4 ∙ share

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Communication-Efficient Edge AI: Algorithms and Systems

Artificial intelligence (AI) has achieved remarkable breakthroughs in a ...
02/22/2020 ∙ by Yuanming Shi, et al. ∙ 0 ∙ share

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Knockoff Boosted Tree for Model-Free Variable Selection

In this article, we propose a novel strategy for conducting variable sel...
02/20/2020 ∙ by Tao Jiang, et al. ∙ 0 ∙ share

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Enabling Low-Power OFDM for IoT by Exploiting Asymmetric Clock Rates

The conventional high-speed Wi-Fi has recently become a contender for lo...
02/16/2020 ∙ by Wei Wang, et al. ∙ 0 ∙ share

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Utilizing BERT Intermediate Layers for Aspect Based Sentiment Analysis and Natural Language Inference

Aspect based sentiment analysis aims to identify the sentimental tendenc...
02/12/2020 ∙ by Youwei Song, et al. ∙ 0 ∙ share

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Higher Criticism Tuned Regression For Weak And Sparse Signals

Here we propose a novel searching scheme for a tuning parameter in high-...
02/01/2020 ∙ by Tao Jiang, et al. ∙ 0 ∙ share

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VerSe: A Vertebrae Labelling and Segmentation Benchmark

In this paper we report the challenge set-up and results of the Large Sc...
01/24/2020 ∙ by Anjany Sekuboyina, et al. ∙ 0 ∙ share

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RF Backscatter-based State Estimation for Micro Aerial Vehicles

The advances in compact and agile micro aerial vehicles (MAVs) have show...
12/18/2019 ∙ by Shengkai Zhang, et al. ∙ 0 ∙ share

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Reliable Wide-Area Backscatter via Channel Polarization

A long-standing vision of backscatter communications is to provide long-...
12/12/2019 ∙ by Guochao Song, et al. ∙ 0 ∙ share

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Lightweight Sybil-Resilient Multi-Robot Networks by Multipath Manipulation

Wireless networking opens up many opportunities to facilitate miniaturiz...
12/10/2019 ∙ by Yong Huang, et al. ∙ 0 ∙ share

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State-Aware Rate Adaptation for UAVs by Incorporating On-Board Sensors

Nowadays unmanned aerial vehicles (UAVs) are being widely applied to a w...
10/21/2019 ∙ by Shiyue He, et al. ∙ 0 ∙ share

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Sensor-Augmented Neural Adaptive Bitrate Video Streaming on UAVs

Recent advances in unmanned aerial vehicle (UAV) technology have revolut...
09/23/2019 ∙ by Xuedou Xiao, et al. ∙ 0 ∙ share

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Localizing Backscatters by a Single Robot With Zero Start-up Cost

Recent years have witnessed the rapid proliferation of low-power backsca...
08/09/2019 ∙ by Shengkai Zhang, et al. ∙ 0 ∙ share

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Spatial Modulation for Ambient Backscatter Communications: Modeling and Analysis

Multiple-antenna backscatter is emerging as a promising approach to offe...
07/30/2019 ∙ by Zhiang Niu, et al. ∙ 0 ∙ share

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Energy Beamforming for Wireless Information and Power Transfer in Backscatter Multiuser Networks

Wirelessly powered backscatter communication (WPBC) has been identified ...
07/27/2019 ∙ by Wenyuan Ma, et al. ∙ 0 ∙ share

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Automated Steel Bar Counting and Center Localization with Convolutional Neural Networks

Automated steel bar counting and center localization plays an important ...
06/03/2019 ∙ by Zhun Fan, et al. ∙ 0 ∙ share

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Over-the-Air Computation via Intelligent Reflecting Surfaces

Over-the-air computation (AirComp) becomes a promising approach for fast...
04/29/2019 ∙ by Tao Jiang, et al. ∙ 0 ∙ share

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KPI/KQI-Driven Coordinated Multi-Point in 5G: Measurements, Field Trials, and Technical Solutions

The fifth generation (5G) systems are expected to be able to support mas...
04/16/2019 ∙ by Guochao Song, et al. ∙ 0 ∙ share

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Towards Motion Invariant Authentication for On-Body IoT Devices

As the rapid proliferation of on-body Internet of Things (IoT) devices, ...
04/08/2019 ∙ by Yong Huang, et al. ∙ 0 ∙ share

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Large-Scale Beamforming for Massive MIMO via Randomized Sketching

Massive MIMO system yields significant improvements in spectral and ener...
03/14/2019 ∙ by Hayoung Choi, et al. ∙ 0 ∙ share

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Attentional Encoder Network for Targeted Sentiment Classification

Targeted sentiment classification aims at determining the sentimental te...
02/25/2019 ∙ by Youwei Song, et al. ∙ 0 ∙ share

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Recovery of a mixture of Gaussians by sum-of-norms clustering

Sum-of-norms clustering is a method for assigning n points in R^d to K c...
02/19/2019 ∙ by Tao Jiang, et al. ∙ 0 ∙ share

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A Covariance-Based Hybrid Channel Feedback in FDD Massive MIMO Systems

In this paper, a novel covariance-based channel feedback mechanism is in...
02/14/2019 ∙ by Shuang Qiu, et al. ∙ 0 ∙ share

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Federated Learning via Over-the-Air Computation

The stringent requirements for low-latency and privacy of the emerging h...
12/31/2018 ∙ by Kai Yang, et al. ∙ 22 ∙ share

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Double Neural Counterfactual Regret Minimization

Counterfactual Regret Minimization (CRF) is a fundamental and effective ...
12/27/2018 ∙ by Hui Li, et al. ∙ 0 ∙ share

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Cross-Technology Communications for Heterogeneous IoT Devices Through Artificial Doppler Shifts

Recent years have seen major innovations in developing energy-efficient ...
11/27/2018 ∙ by Wei Wang, et al. ∙ 0 ∙ share

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Training Multi-Task Adversarial Network For Extracting Noise-Robust Speaker Embedding

Under noisy environments, to achieve the robust performance of speaker r...
11/23/2018 ∙ by Jianfeng Zhou, et al. ∙ 0 ∙ share

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SVM-Based Sea-Surface Small Target Detection: A False-Alarm-Rate-Controllable Approach

In this letter, we consider the varying detection environments to addres...
11/13/2018 ∙ by Yuzhou Li, et al. ∙ 0 ∙ share

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ShieldScatter: Improving IoT Security with Backscatter Assistance

The lightweight protocols and low-power radio technologies open up many ...
10/16/2018 ∙ by Zhiqing Luo, et al. ∙ 0 ∙ share

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Cluster Pairwise Error Probability and Construction of Parity-Check-Concatenated Polar Codes

A successive cancellation list (SCL) decoder with limited list size for ...
10/10/2018 ∙ by Tao Wang, et al. ∙ 0 ∙ share

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Underwater Anchor-AUV Localization Geometries with an Isogradient Sound Speed Profile: A CRLB-Based Optimality Analysis

Existing works have explored the anchor deployment for autonomous underw...
10/07/2018 ∙ by Yixin Zhang, et al. ∙ 0 ∙ share

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Joint Activity Detection and Channel Estimation for IoT Networks: Phase Transition and Computation-Estimation Tradeoff

Massive device connectivity is a crucial communication challenge for Int...
10/01/2018 ∙ by Tao Jiang, et al. ∙ 0 ∙ share

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Multiple Preambles for High Success Rate of Grant-Free Random Access with Massive MIMO

Grant-free random access (RA) with massive MIMO is a promising RA techni...
09/20/2018 ∙ by Hao Jiang, et al. ∙ 0 ∙ share

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Sea Clutter Distribution Modeling: A Kernel Density Estimation Approach

An accurate sea clutter distribution is crucial for decision region dete...
09/03/2018 ∙ by Hongkuan Zhou, et al. ∙ 0 ∙ share

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Spectral Efficiency Analysis of Multi-Cell Massive MIMO Systems with Ricean Fading

This paper investigates the spectral efficiency of multi-cell massive mu...
08/26/2018 ∙ by Pei Liu, et al. ∙ 0 ∙ share

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Authenticating On-Body Backscatter by Exploiting Propagation Signatures

The vision of battery-free communication has made backscatter a compelli...
08/20/2018 ∙ by Zhiqing Luo, et al. ∙ 0 ∙ share

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On Secure Transmission Design: An Information Leakage Perspective

Information leakage rate is an intuitive metric that reflects the level ...
07/20/2018 ∙ by Yong Huang, et al. ∙ 0 ∙ share

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Enabling Covariance-Based Feedback in Massive MIMO: A User Classification Approach

In this paper, we propose a novel channel feedback scheme for frequency ...
07/06/2018 ∙ by Shuang Qiu, et al. ∙ 0 ∙ share

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Virtual Carrier Sensing Based Random Access in Massive MIMO Systems

The 5th generation mobile communication systems aim to support massive a...
06/26/2018 ∙ by Jie Ding, et al. ∙ 0 ∙ share

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Energy-Efficient Extended Sub-connected Architecture for Hybrid Precoding in Millimeter Wave Massive MIMO Systems

In this paper, we propose an extended sub-connected architecture with ar...
06/25/2018 ∙ by Yun Chen, et al. ∙ 0 ∙ share

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Energy-Efficient Extended Sub-connected Architecture for Hybrid Precoding in Millimeter Massive Wave MIMO Systems

In this paper, we propose an extended sub-connected architecture with ar...
06/25/2018 ∙ by Yun Chen, et al. ∙ 0 ∙ share

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Spectral Efficiency Analysis in Cell-Free Massive MIMO Systems with Zero-Forcing Detector

This paper investigates the spectral efficiency performance of the cell-...
05/27/2018 ∙ by Pei Liu, et al. ∙ 0 ∙ share

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Success Probability of Grant-Free Random Access with Massive MIMO

Massive MIMO opens up new avenues for enabling highly efficient random a...
05/22/2018 ∙ by Jie Ding, et al. ∙ 0 ∙ share

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Lighting the Way to a Smart World: Lattice-Based Cryptography for Internet of Things

The Ukraine power grid cyberattacks remind us that the smart Internet of...
05/13/2018 ∙ by Rui Xu, et al. ∙ 0 ∙ share

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Tao Jiang

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