H. Vincent Poor

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Princeton University

Michael Henry Strater University Professor at Princeton University, Professor of Electrical Engineering at Princeton University, Dean, School of Engineering & Applied Science at Princeton University from 2006-2016, Founding Director, Keller Center for Innovation in Engineering Education at Princeton University from 2005-2006, George Van Ness Lathrop Professor in Engineering at Princeton University from 2003-2005, Professor of Electrical & Computer Engineering at University of Illinois at Urbana-Champaign from 1977-1990

Featured Co-authors

Rui Zhang
150 publications
Rui Wang
123 publications
Wei Xu
113 publications
Walid Saad
105 publications
Wei Chen
102 publications
Bo Zhang
96 publications
Mehdi Bennis
94 publications
Hao Chen
93 publications
Jun Li
85 publications
Deniz Gündüz
77 publications
Shi Jin
75 publications

Machine Intelligence at the Edge with Learning Centric Power Allocation

While machine-type communication (MTC) devices generate considerable amo...
11/12/2019 ∙ by Shuai Wang, et al. ∙ 38 ∙ share

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Annealing for Distributed Global Optimization

The paper proves convergence to global optima for a class of distributed...
03/18/2019 ∙ by Brian Swenson, et al. ∙ 10 ∙ share

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Nonparametric Estimation of the Fisher Information and Its Applications

This paper considers the problem of estimation of the Fisher information...
05/07/2020 ∙ by Wei Cao, et al. ∙ 10 ∙ share

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A Joint Learning and Communications Framework for Federated Learning over Wireless Networks

In this paper, the problem of training federated learning (FL) algorithm...
09/17/2019 ∙ by Mingzhe Chen, et al. ∙ 1 ∙ share

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Cooperative Training for Attribute-Distributed Data: Trade-off Between Data Transmission and Performance

This paper introduces a modeling framework for distributed regression wi...
07/29/2009 ∙ by Haipeng Zheng, et al. ∙ 0 ∙ share

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Collaborative Training in Sensor Networks: A graphical model approach

Graphical models have been widely applied in solving distributed inferen...
07/29/2009 ∙ by Haipeng Zheng, et al. ∙ 0 ∙ share

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A Learning-to-Infer Method for Real-Time Power Grid Topology Identification

Identifying arbitrary topologies of power networks in real time is a com...
10/21/2017 ∙ by Yue Zhao, et al. ∙ 0 ∙ share

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Nonparametric Detection of Geometric Structures over Networks

Nonparametric detection of existence of an anomalous structure over a ne...
04/05/2016 ∙ by Shaofeng Zou, et al. ∙ 0 ∙ share

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Nonparametric Detection of Anomalous Data Streams

A nonparametric anomalous hypothesis testing problem is investigated, in...
04/25/2014 ∙ by Shaofeng Zou, et al. ∙ 0 ∙ share

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A Kernel-Based Nonparametric Test for Anomaly Detection over Line Networks

The nonparametric problem of detecting existence of an anomalous interva...
04/01/2014 ∙ by Shaofeng Zou, et al. ∙ 0 ∙ share

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Fusion of Image Segmentation Algorithms using Consensus Clustering

A new segmentation fusion method is proposed that ensembles the output o...
02/18/2015 ∙ by Mete Ozay, et al. ∙ 0 ∙ share

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QD-Learning: A Collaborative Distributed Strategy for Multi-Agent Reinforcement Learning Through Consensus + Innovations

The paper considers a class of multi-agent Markov decision processes (MD...
04/30/2012 ∙ by Soummya Kar, et al. ∙ 0 ∙ share

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Distributed Regression in Sensor Networks: Training Distributively with Alternating Projections

Wireless sensor networks (WSNs) have attracted considerable attention in...
07/18/2005 ∙ by Joel B. Predd, et al. ∙ 0 ∙ share

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Quickest Detection of Markov Networks

Detecting correlation structures in large networks arises in many domain...
11/12/2017 ∙ by Javad Heydari, et al. ∙ 0 ∙ share

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Low-Latency Multiuser Two-Way Wireless Relaying for Spectral and Energy Efficiencies

The paper considers two possible approaches, which enable multiple pairs...
12/11/2017 ∙ by Zhichao Sheng, et al. ∙ 0 ∙ share

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Multi-cell Massive MIMO Beamforming in Assuring QoS for Large Numbers of Users

Massive multi-input multi-output (MIMO) uses a very large number of low-...
12/10/2017 ∙ by Long D. Nguyen, et al. ∙ 0 ∙ share

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Fronthaul-Aware Software-Defined Wireless Networks: Resource Allocation and User Scheduling

Software-defined networking (SDN) provides an agile and programmable way...
10/27/2017 ∙ by Chen-Feng Liu, et al. ∙ 0 ∙ share

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Ultra-Reliable and Low-Latency Wireless Communication: Tail, Risk and Scale

Ensuring ultra-reliable and low-latency communication (URLLC) for 5G wir...
01/04/2018 ∙ by Mehdi Bennis, et al. ∙ 0 ∙ share

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Two-dimensional Anti-jamming Mobile Communication Based on Reinforcement Learning

By using smart radio devices, a jammer can dynamically change its jammin...
12/19/2017 ∙ by Liang Xiao, et al. ∙ 0 ∙ share

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Secrecy Capacity of Colored Gaussian Noise Channels with Feedback

In this paper, the k-th order autoregressive moving average (ARMA(k)) Ga...
01/20/2018 ∙ by Chong Li, et al. ∙ 0 ∙ share

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Mobile Edge Caching: An Optimal Auction Approach

With the explosive growth of wireless data, the sheer size of the mobile...
12/09/2017 ∙ by Xuanyu Cao, et al. ∙ 0 ∙ share

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Age-Minimal Online Policies for Energy Harvesting Sensors with Incremental Battery Recharges

A sensor node that is sending measurement updates regarding some physica...
02/06/2018 ∙ by Ahmed Arafa, et al. ∙ 0 ∙ share

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MVG Mechanism: Differential Privacy under Matrix-Valued Query

Differential privacy mechanism design has traditionally been tailored fo...
01/02/2018 ∙ by Thee Chanyaswad, et al. ∙ 0 ∙ share

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Is Self-Interference in Full-Duplex Communications a Foe or a Friend?

This paper studies the potential of harvesting energy from the self-inte...
02/02/2018 ∙ by Animesh Yadav, et al. ∙ 0 ∙ share

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Privacy-Aware Smart Metering: Progress and Challenges

The next-generation energy network, the so-called smart grid (SG), promi...
02/04/2018 ∙ by Giulio Giaconi, et al. ∙ 0 ∙ share

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Optimal Beamforming for Physical Layer Security in MISO Wireless Networks

A wireless network of multiple transmitter-user pairs overheard by an ea...
02/19/2018 ∙ by Zhichao Sheng, et al. ∙ 0 ∙ share

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Game Theoretic Approaches to Massive Data Processing in Wireless Networks

Wireless communication networks are becoming highly virtualized with two...
11/06/2017 ∙ by Zijie Zheng, et al. ∙ 0 ∙ share

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Fundamentals of Wireless Information and Power Transfer: From RF Energy Harvester Models to Signal and System Designs

Radio waves carry both energy and information simultaneously. Neverthele...
03/19/2018 ∙ by Bruno Clerckx, et al. ∙ 0 ∙ share

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A Differential Privacy Mechanism Design Under Matrix-Valued Query

Traditionally, differential privacy mechanism design has been tailored f...
02/26/2018 ∙ by Thee Chanyaswad, et al. ∙ 0 ∙ share

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Mixed Quality of Service in Cell-Free Massive MIMO

Cell-free massive multiple-input multiple-output (MIMO) is a potential k...
04/19/2018 ∙ by Manijeh Bashar, et al. ∙ 0 ∙ share

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Caching with Time Domain Buffer Sharing

In this paper, storage efficient caching based on time domain buffer sha...
04/09/2018 ∙ by Wei Chen, et al. ∙ 0 ∙ share

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Impact of Non-orthogonal Multiple Access on the Offloading of Mobile Edge Computing

This paper considers the coexistence of two important communication tech...
04/18/2018 ∙ by Zhiguo Ding, et al. ∙ 0 ∙ share

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On the Capacity of the Peak Power Constrained Vector Gaussian Channel: An Estimation Theoretic Perspective

This paper studies the capacity of an n-dimensional vector Gaussian nois...
04/23/2018 ∙ by Alex Dytso, et al. ∙ 0 ∙ share

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Managing Price Uncertainty in Prosumer-Centric Energy Trading: A Prospect-Theoretic Stackelberg Game Approach

In this paper, the problem of energy trading between smart grid prosumer...
09/18/2017 ∙ by Georges El Rahi, et al. ∙ 0 ∙ share

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Caching With Time-Varying Popularity Profiles: A Learning-Theoretic Perspective

Content caching at the small-cell base stations (sBSs) in a heterogeneou...
05/17/2018 ∙ by B. N. Bharath, et al. ∙ 0 ∙ share

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Securing Downlink Non-Orthogonal Multiple Access Systems by Trusted Relays

A downlink single-input single-output (SISO) non-orthogonal multiple acc...
05/03/2018 ∙ by Ahmed Arafa, et al. ∙ 0 ∙ share

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UAV-Enabled Communication Using NOMA

Unmanned aerial vehicles (UAVs) can be deployed as flying base stations ...
06/10/2018 ∙ by Ali A. Nasir, et al. ∙ 0 ∙ share

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On the Equivalence of f-Divergence Balls and Density Bands in Robust Detection

The paper deals with minimax optimal statistical tests for two composite...
04/16/2018 ∙ by Michael Fauß, et al. ∙ 0 ∙ share

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Tight MMSE Bounds for the AGN Channel Under KL Divergence Constraints on the Input Distribution

Tight bounds on the minimum mean square error for the additive Gaussian ...
04/26/2018 ∙ by Michael Fauß, et al. ∙ 0 ∙ share

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Joint Privacy-Cost Optimization in Smart Electricity Metering Systems

Joint privacy-cost optimization is studied for a smart grid consumer, wh...
06/25/2018 ∙ by Giulio Giaconi, et al. ∙ 0 ∙ share

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Transforming Energy Networks via Peer to Peer Energy Trading: Potential of Game Theoretic Approaches

Peer-to-peer (P2P) energy trading has emerged as a next-generation energ...
03/19/2018 ∙ by Wayes Tushar, et al. ∙ 0 ∙ share

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Joint Power and Time Allocation for NOMA-MEC Offloading

This paper considers non-orthogonal multiple access (NOMA) assisted mobi...
07/17/2018 ∙ by Zhiguo Ding, et al. ∙ 0 ∙ share

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Delay Minimization for NOMA-MEC Offloading

This paper considers the minimization of the offloading delay for non-or...
07/18/2018 ∙ by Zhiguo Ding, et al. ∙ 0 ∙ share

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Age-Minimal Transmission for Energy Harvesting Sensors with Finite Batteries: Online Policies

An energy-harvesting sensor node that is sending status updates to a des...
06/18/2018 ∙ by Ahmed Arafa, et al. ∙ 0 ∙ share

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New Viewpoint and Algorithms for Water-Filling Solutions in Wireless Communications

Water-filling solutions play an important role in the designs for wirele...
08/06/2018 ∙ by Chengwen Xing, et al. ∙ 0 ∙ share

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Stealth Attacks on the Smart Grid

Random attacks that jointly minimize the amount of information acquired ...
08/13/2018 ∙ by Ke Sun, et al. ∙ 0 ∙ share

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Partial Recovery of Erdős-Rényi Graph Alignment via k-Core Alignment

We determine information theoretic conditions under which it is possible...
09/10/2018 ∙ by Daniel Cullina, et al. ∙ 0 ∙ share

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Secure Relaying in Non-Orthogonal Multiple Access: Trusted and Untrusted Scenarios

A downlink single-input single-output non-orthogonal multiple access set...
08/23/2018 ∙ by Ahmed Arafa, et al. ∙ 0 ∙ share

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Non-Orthogonal Multiple Access: Common Myths and Critical Questions

Non-orthogonal multiple access (NOMA) has received notable attention for...
09/19/2018 ∙ by Mojtaba Vaezi, et al. ∙ 0 ∙ share

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Approximate Nash Region of the Gaussian Interference Channel with Noisy Output Feedback

In this paper, an achievable η-Nash equilibrium (η-NE) region for the tw...
09/19/2018 ∙ by Victor Quintero, et al. ∙ 0 ∙ share

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