
Machine Intelligence at the Edge with Learning Centric Power Allocation
While machinetype communication (MTC) devices generate considerable amo...
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Annealing for Distributed Global Optimization
The paper proves convergence to global optima for a class of distributed...
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Nonparametric Estimation of the Fisher Information and Its Applications
This paper considers the problem of estimation of the Fisher information...
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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...
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Cooperative Training for AttributeDistributed Data: Tradeoff Between Data Transmission and Performance
This paper introduces a modeling framework for distributed regression wi...
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Collaborative Training in Sensor Networks: A graphical model approach
Graphical models have been widely applied in solving distributed inferen...
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A LearningtoInfer Method for RealTime Power Grid Topology Identification
Identifying arbitrary topologies of power networks in real time is a com...
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Nonparametric Detection of Geometric Structures over Networks
Nonparametric detection of existence of an anomalous structure over a ne...
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Nonparametric Detection of Anomalous Data Streams
A nonparametric anomalous hypothesis testing problem is investigated, in...
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A KernelBased Nonparametric Test for Anomaly Detection over Line Networks
The nonparametric problem of detecting existence of an anomalous interva...
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Fusion of Image Segmentation Algorithms using Consensus Clustering
A new segmentation fusion method is proposed that ensembles the output o...
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QDLearning: A Collaborative Distributed Strategy for MultiAgent Reinforcement Learning Through Consensus + Innovations
The paper considers a class of multiagent Markov decision processes (MD...
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Distributed Regression in Sensor Networks: Training Distributively with Alternating Projections
Wireless sensor networks (WSNs) have attracted considerable attention in...
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Quickest Detection of Markov Networks
Detecting correlation structures in large networks arises in many domain...
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LowLatency Multiuser TwoWay Wireless Relaying for Spectral and Energy Efficiencies
The paper considers two possible approaches, which enable multiple pairs...
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Multicell Massive MIMO Beamforming in Assuring QoS for Large Numbers of Users
Massive multiinput multioutput (MIMO) uses a very large number of low...
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FronthaulAware SoftwareDefined Wireless Networks: Resource Allocation and User Scheduling
Softwaredefined networking (SDN) provides an agile and programmable way...
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UltraReliable and LowLatency Wireless Communication: Tail, Risk and Scale
Ensuring ultrareliable and lowlatency communication (URLLC) for 5G wir...
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Twodimensional Antijamming Mobile Communication Based on Reinforcement Learning
By using smart radio devices, a jammer can dynamically change its jammin...
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Secrecy Capacity of Colored Gaussian Noise Channels with Feedback
In this paper, the kth order autoregressive moving average (ARMA(k)) Ga...
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Mobile Edge Caching: An Optimal Auction Approach
With the explosive growth of wireless data, the sheer size of the mobile...
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AgeMinimal Online Policies for Energy Harvesting Sensors with Incremental Battery Recharges
A sensor node that is sending measurement updates regarding some physica...
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MVG Mechanism: Differential Privacy under MatrixValued Query
Differential privacy mechanism design has traditionally been tailored fo...
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Is SelfInterference in FullDuplex Communications a Foe or a Friend?
This paper studies the potential of harvesting energy from the selfinte...
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PrivacyAware Smart Metering: Progress and Challenges
The nextgeneration energy network, the socalled smart grid (SG), promi...
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Optimal Beamforming for Physical Layer Security in MISO Wireless Networks
A wireless network of multiple transmitteruser pairs overheard by an ea...
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Game Theoretic Approaches to Massive Data Processing in Wireless Networks
Wireless communication networks are becoming highly virtualized with two...
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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...
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A Differential Privacy Mechanism Design Under MatrixValued Query
Traditionally, differential privacy mechanism design has been tailored f...
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Mixed Quality of Service in CellFree Massive MIMO
Cellfree massive multipleinput multipleoutput (MIMO) is a potential k...
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Caching with Time Domain Buffer Sharing
In this paper, storage efficient caching based on time domain buffer sha...
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Impact of Nonorthogonal Multiple Access on the Offloading of Mobile Edge Computing
This paper considers the coexistence of two important communication tech...
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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 ndimensional vector Gaussian nois...
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Managing Price Uncertainty in ProsumerCentric Energy Trading: A ProspectTheoretic Stackelberg Game Approach
In this paper, the problem of energy trading between smart grid prosumer...
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Caching With TimeVarying Popularity Profiles: A LearningTheoretic Perspective
Content caching at the smallcell base stations (sBSs) in a heterogeneou...
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Securing Downlink NonOrthogonal Multiple Access Systems by Trusted Relays
A downlink singleinput singleoutput (SISO) nonorthogonal multiple acc...
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UAVEnabled Communication Using NOMA
Unmanned aerial vehicles (UAVs) can be deployed as flying base stations ...
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On the Equivalence of fDivergence Balls and Density Bands in Robust Detection
The paper deals with minimax optimal statistical tests for two composite...
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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 ...
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Joint PrivacyCost Optimization in Smart Electricity Metering Systems
Joint privacycost optimization is studied for a smart grid consumer, wh...
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Transforming Energy Networks via Peer to Peer Energy Trading: Potential of Game Theoretic Approaches
Peertopeer (P2P) energy trading has emerged as a nextgeneration energ...
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Joint Power and Time Allocation for NOMAMEC Offloading
This paper considers nonorthogonal multiple access (NOMA) assisted mobi...
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Delay Minimization for NOMAMEC Offloading
This paper considers the minimization of the offloading delay for nonor...
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AgeMinimal Transmission for Energy Harvesting Sensors with Finite Batteries: Online Policies
An energyharvesting sensor node that is sending status updates to a des...
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New Viewpoint and Algorithms for WaterFilling Solutions in Wireless Communications
Waterfilling solutions play an important role in the designs for wirele...
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Stealth Attacks on the Smart Grid
Random attacks that jointly minimize the amount of information acquired ...
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Partial Recovery of ErdősRényi Graph Alignment via kCore Alignment
We determine information theoretic conditions under which it is possible...
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Secure Relaying in NonOrthogonal Multiple Access: Trusted and Untrusted Scenarios
A downlink singleinput singleoutput nonorthogonal multiple access set...
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NonOrthogonal Multiple Access: Common Myths and Critical Questions
Nonorthogonal multiple access (NOMA) has received notable attention for...
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Approximate Nash Region of the Gaussian Interference Channel with Noisy Output Feedback
In this paper, an achievable ηNash equilibrium (ηNE) region for the tw...
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H. Vincent Poor
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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 20062016, Founding Director, Keller Center for Innovation in Engineering Education at Princeton University from 20052006, George Van Ness Lathrop Professor in Engineering at Princeton University from 20032005, Professor of Electrical & Computer Engineering at University of Illinois at UrbanaChampaign from 19771990