H. Vincent Poor

is this you? claim profile

∙ 0 followers
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
163 publications
Wei Chen
161 publications
Rui Wang
160 publications
Wei Xu
136 publications
Hao Chen
130 publications
Walid Saad
122 publications
Mehdi Bennis
114 publications
Bo Zhang
109 publications
Jun Li
101 publications
Deniz Gündüz
96 publications
Yonina C. Eldar
90 publications

Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation

Federated learning (FL), as a distributed machine learning paradigm, pro...
01/18/2021 ∙ by Jun Li, et al. ∙ 0 ∙ share

read it
Statistical CSI Based Hybrid mmWave MIMO-NOMA with Max-Min Fairness

Non-orthogonal multiple access (NOMA) and millimeter wave (mmWave) are t...
01/06/2021 ∙ by Jinle Zhu, et al. ∙ 0 ∙ share

read it
Context-Aware Security for 6G Wireless The Role of Physical Layer Security

Sixth generation systems are expected to face new security challenges, w...
01/05/2021 ∙ by Arsenia Chorti, et al. ∙ 0 ∙ share

read it
Federated Learning for 6G: Applications, Challenges, and Opportunities

Traditional machine learning is centralized in the cloud (data centers)....
01/05/2021 ∙ by Zhaohui Yang, et al. ∙ 0 ∙ share

read it
Learning-Based Distributed Random Access for Multi-Cell IoT Networks with NOMA

Non-orthogonal multiple access (NOMA) is a key technology to enable mass...
01/02/2021 ∙ by Sami Khairy, et al. ∙ 1 ∙ share

read it
A Meta-Learning Approach to the Optimal Power Flow Problem Under Topology Reconfigurations

Recently, there has been a surge of interest in adopting deep neural net...
12/21/2020 ∙ by Yexiang Chen, et al. ∙ 0 ∙ share

read it
Reconfigurable Intelligent Surface assisted Multi-user Communications: How Many Reflective Elements Do We Need?

Reconfigurable intelligent surfaces (RISs) consisting of multiple reflec...
12/19/2020 ∙ by Hongliang Zhang, et al. ∙ 0 ∙ share

read it
6G for Vehicle-to-Everything (V2X) Communications: Enabling Technologies, Challenges, and Opportunities

We are on the cusp of a new era of connected autonomous vehicles with un...
12/14/2020 ∙ by Md. Noor-A-Rahim, et al. ∙ 0 ∙ share

read it
Distributed Multi-agent Meta Learning for Trajectory Design in Wireless Drone Networks

In this paper, the problem of the trajectory design for a group of energ...
12/06/2020 ∙ by Ye Hu, et al. ∙ 0 ∙ share

read it
On Performance Comparison of Multi-Antenna HD-NOMA, SCMA and PD-NOMA Schemes

In this paper, we study the uplink channel throughput performance of a p...
11/28/2020 ∙ by Animesh Yadav, et al. ∙ 0 ∙ share

read it
Optimizing Resource-Efficiency for Federated Edge Intelligence in IoT Networks

This paper studies an edge intelligence-based IoT network in which a set...
11/25/2020 ∙ by Yong Xiao, et al. ∙ 0 ∙ share

read it
Peer-to-Peer Energy Systems for Connected Communities: A Review of Recent Advances and Emerging Challenges

After a century of relative stability of the electricity industry, exten...
11/22/2020 ∙ by Wayes Tushar, et al. ∙ 0 ∙ share

read it
Detection of Spatially Modulated Signals via RLS: Theoretical Bounds and Applications

This paper characterizes the performance of massive multiuser spatial mo...
11/13/2020 ∙ by Ali Bereyhi, et al. ∙ 0 ∙ share

read it
Deep Reinforcement Learning for IoT Networks: Age of Information and Energy Cost Tradeoff

In most Internet of Things (IoT) networks, edge nodes are commonly used ...
10/23/2020 ∙ by Xiongwei Wu, et al. ∙ 0 ∙ share

read it
Fading Boundaries: On a Nonparametric Variant of the Kiefer–Weiss Problem

A nonparametric variant of the Kiefer–Weiss problem is proposed and inve...
10/22/2020 ∙ by Michael Fauß, et al. ∙ 0 ∙ share

read it
Enhanced User Grouping and Power Allocation for Hybrid mmWave MIMO-NOMA systems

Non-orthogonal multiple access (NOMA) and millimeter wave (mmWave) are t...
10/21/2020 ∙ by Jinle Zhu, et al. ∙ 0 ∙ share

read it
Blind Federated Edge Learning

We study federated edge learning (FEEL), where wireless edge devices, ea...
10/19/2020 ∙ by Mohammad Mohammadi Amiri, et al. ∙ 5 ∙ share

read it
Fundamentals of Physical Layer Anonymous Communications: Sender Detection and Anonymous Precoding

In the era of big data, anonymity is recognized as an important attribut...
10/18/2020 ∙ by Zhongxiang Wei, et al. ∙ 0 ∙ share

read it
Secure Transmission in IRS-Assisted MIMO Systems with Active Eavesdroppers

This work studies secure transmission in intelligent reflecting surfaces...
10/15/2020 ∙ by Ali Bereyhi, et al. ∙ 0 ∙ share

read it
Coded Stochastic ADMM for Decentralized Consensus Optimization with Edge Computing

Big data, including applications with high security requirements, are of...
10/02/2020 ∙ by Hao Chen, et al. ∙ 0 ∙ share

read it
Towards Self-learning Edge Intelligence in 6G

Edge intelligence, also called edge-native artificial intelligence (AI),...
10/01/2020 ∙ by Yong Xiao, et al. ∙ 0 ∙ share

read it
Matrix-Monotonic Optimization Part II: Multi-Variable Optimization

In contrast to Part I of this treatise [1] that focuses on the optimizat...
09/24/2020 ∙ by Chengwen Xing, et al. ∙ 0 ∙ share

read it
Learning Mixtures of Low-Rank Models

We study the problem of learning mixtures of low-rank models, i.e. recon...
09/23/2020 ∙ by Yanxi Chen, et al. ∙ 22 ∙ share

read it
When Federated Learning Meets Blockchain: A New Distributed Learning Paradigm

Motivated by the advancing computational capabilities of wireless end us...
09/20/2020 ∙ by Chuan Ma, et al. ∙ 0 ∙ share

read it
A Tutorial of Ultra-Reliable and Low-Latency Communications in 6G: Integrating Theoretical Knowledge into Deep Learning

As one of the key communication scenarios in the 5th and also the 6th ge...
09/13/2020 ∙ by Changyang She, et al. ∙ 0 ∙ share

read it
Power Efficiency, Overhead, and Complexity Tradeoff in IRS-Assisted Communications – Quadratic Phase-Shift Design

In this paper, we focus on large intelligent reflecting surfaces (IRSs) ...
09/13/2020 ∙ by Vahid Jamali, et al. ∙ 0 ∙ share

read it
Smart Meter Data Privacy

Smart grids (SGs) promise to deliver dramatic improvements compared to t...
09/02/2020 ∙ by Giulio Giaconi, et al. ∙ 0 ∙ share

read it
Shannon Meets Turing: Non-Computability and Non-Approximability of the Finite State Channel Capacity

The capacity of finite state channels (FSCs) has been established as the...
08/30/2020 ∙ by Holger Boche, et al. ∙ 0 ∙ share

read it
Caching Transient Content for IoT Sensing: Multi-Agent Soft Actor-Critic

Edge nodes (ENs) in Internet of Things commonly serve as gateways to cac...
08/30/2020 ∙ by Xiongwei Wu, et al. ∙ 0 ∙ share

read it
Convergence of Federated Learning over a Noisy Downlink

We study federated learning (FL), where power-limited wireless devices u...
08/25/2020 ∙ by Mohammad Mohammadi Amiri, et al. ∙ 4 ∙ share

read it
Age of Information in Random Access Networks: A Spatiotemporal Study

We investigate the age-of-information (AoI) in the context of random acc...
08/18/2020 ∙ by Howard H. Yang, et al. ∙ 0 ∙ share

read it
Distributed Gradient Flow: Nonsmoothness, Nonconvexity, and Saddle Point Evasion

The paper considers distributed gradient flow (DGF) for multi-agent nonc...
08/12/2020 ∙ by Brian Swenson, et al. ∙ 0 ∙ share

read it
Fast-Convergent Federated Learning

Federated learning has emerged recently as a promising solution for dist...
07/26/2020 ∙ by Hung T. Nguyen, et al. ∙ 0 ∙ share

read it
A Unified Framework for SINR Analysis in Poisson Networks with Traffic Dynamics

We study the performance of wireless links for a class of Poisson networ...
07/21/2020 ∙ by Howard H. Yang, et al. ∙ 0 ∙ share

read it
Learning Centric Power Allocation for Edge Intelligence

While machine-type communication (MTC) devices generate massive data, th...
07/21/2020 ∙ by Shuai Wang, et al. ∙ 0 ∙ share

read it
A Machine Learning Approach for Task and Resource Allocation in Mobile Edge Computing Based Networks

In this paper, a joint task, spectrum, and transmit power allocation pro...
07/20/2020 ∙ by Sihua Wang, et al. ∙ 0 ∙ share

read it
Sample, Quantize and Encode: Timely Estimation Over Noisy Channels

The effects of quantization and coding on the estimation quality of Gaus...
07/16/2020 ∙ by Ahmed Arafa, et al. ∙ 0 ∙ share

read it
Challenges and Prospects of Negawatt Trading in Light of Recent Technological Developments

With the advancement of the smart grid, the current energy system is mov...
07/16/2020 ∙ by Wayes Tushar, et al. ∙ 0 ∙ share

read it
Tackling the Objective Inconsistency Problem in Heterogeneous Federated Optimization

In federated optimization, heterogeneity in the clients' local datasets ...
07/15/2020 ∙ by Jianyu Wang, et al. ∙ 0 ∙ share

read it
Deep Learning for Wireless Communications: An Emerging Interdisciplinary Paradigm

Wireless communications are envisioned to bring about dramatic changes i...
07/12/2020 ∙ by Linglong Dai, et al. ∙ 0 ∙ share

read it
Delay Minimization for Federated Learning Over Wireless Communication Networks

In this paper, the problem of delay minimization for federated learning ...
07/05/2020 ∙ by Zhaohui Yang, et al. ∙ 0 ∙ share

read it
RDP-GAN: A Rényi-Differential Privacy based Generative Adversarial Network

Generative adversarial network (GAN) has attracted increasing attention ...
07/04/2020 ∙ by Chuan Ma, et al. ∙ 13 ∙ share

read it
Reconfigurable Intelligent Surface Assisted Device-to-Device Communications

With the evolution of the 5G, 6G and beyond, device-to-device (D2D) comm...
07/02/2020 ∙ by Yali Chen, et al. ∙ 0 ∙ share

read it
On the Latency, Rate and Reliability Tradeoff in Wireless Networked Control Systems for IIoT

Wireless networked control systems (WNCSs) provide a key enabling techni...
07/01/2020 ∙ by Wanchun Liu, et al. ∙ 0 ∙ share

read it
Pricing Fresh Data

We introduce the concept of fresh data trading, in which a destination u...
06/28/2020 ∙ by Meng Zhang, et al. ∙ 0 ∙ share

read it
Multi-Agent Reinforcement Learning for Cooperative Coded Caching via Homotopy Optimization

Introducing cooperative coded caching into small cell networks is a prom...
06/24/2020 ∙ by Xiongwei Wu, et al. ∙ 0 ∙ share

read it
Decentralized Beamforming Design for Intelligent Reflecting Surface-enhanced Cell-free Networks

Cell-free networks are considered as a promising distributed network arc...
06/22/2020 ∙ by Shaocheng Huang, et al. ∙ 0 ∙ share

read it
Federated Learning With Quantized Global Model Updates

We study federated learning (FL), which enables mobile devices to utiliz...
06/18/2020 ∙ by Mohammad Mohammadi Amiri, et al. ∙ 0 ∙ share

read it
Convergence of Meta-Learning with Task-Specific Adaptation over Partial Parameters

Although model-agnostic meta-learning (MAML) is a very successful algori...
06/16/2020 ∙ by Kaiyi Ji, et al. ∙ 0 ∙ share

read it
Enhanced First and Zeroth Order Variance Reduced Algorithms for Min-Max Optimization

Min-max optimization captures many important machine learning problems s...
06/16/2020 ∙ by Tengyu Xu, et al. ∙ 0 ∙ share

read it