Search Results - "Poor, H. Vincent"
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Delay-Phase Precoding for Wideband THz Massive MIMO
Published in IEEE transactions on wireless communications (01-09-2022)“…Benefiting from tens of GHz of bandwidth, terahertz (THz) communication has become a promising technology for future 6G network. To deal with the serious…”
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2
Ultrareliable and Low-Latency Wireless Communication: Tail, Risk, and Scale
Published in Proceedings of the IEEE (01-10-2018)“…Ensuring ultrareliable and low-latency communication (URLLC) for 5G wireless networks and beyond is of capital importance and is currently receiving tremendous…”
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3
Distributed Learning in Wireless Networks: Recent Progress and Future Challenges
Published in IEEE journal on selected areas in communications (01-12-2021)“…The next-generation of wireless networks will enable many machine learning (ML) tools and applications to efficiently analyze various types of data collected…”
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4
Impact of Non-Orthogonal Multiple Access on the Offloading of Mobile Edge Computing
Published in IEEE transactions on communications (01-01-2019)“…This paper considers the co-existence of two important communication techniques, non-orthogonal multiple access (NOMA) and mobile edge computing (MEC). Both…”
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5
OTFS-NOMA: An Efficient Approach for Exploiting Heterogenous User Mobility Profiles
Published in IEEE transactions on communications (01-11-2019)“…This paper considers a challenging communication scenario, in which users have heterogenous mobility profiles, e.g., some users are moving at high speeds and…”
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6
Impact of User Pairing on 5G Nonorthogonal Multiple-Access Downlink Transmissions
Published in IEEE transactions on vehicular technology (01-08-2016)“…Nonorthogonal multiple access (NOMA) represents a paradigm shift from conventional orthogonal multiple-access (MA) concepts and has been recognized as one of…”
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Non-Orthogonal Multiple Access: Common Myths and Critical Questions
Published in IEEE wireless communications (01-10-2019)“…Non-orthogonal multiple access (NOMA) has received tremendous attention for the design of radio access techniques for fifth generation (5G) wireless networks…”
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Federated Learning for Internet of Things: A Comprehensive Survey
Published in IEEE Communications surveys and tutorials (01-01-2021)“…The Internet of Things (IoT) is penetrating many facets of our daily life with the proliferation of intelligent services and applications empowered by…”
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The Application of MIMO to Non-Orthogonal Multiple Access
Published in IEEE transactions on wireless communications (01-01-2016)“…This paper considers the application of multiple-input multiple-output (MIMO) techniques to nonorthogonal multiple access (NOMA) systems. A new design of…”
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10
Dynamic Task Offloading and Resource Allocation for Ultra-Reliable Low-Latency Edge Computing
Published in IEEE transactions on communications (01-06-2019)“…To overcome devices' limitations in performing computation-intense applications, mobile edge computing (MEC) enables users to offload tasks to proximal MEC…”
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11
A General MIMO Framework for NOMA Downlink and Uplink Transmission Based on Signal Alignment
Published in IEEE transactions on wireless communications (01-06-2016)“…The application of multiple-input multiple-output (MIMO) techniques to nonorthogonal multiple access (NOMA) systems is important to enhance the performance…”
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12
Blind Federated Edge Learning
Published in IEEE transactions on wireless communications (01-08-2021)“…We study federated edge learning (FEEL), where wireless edge devices, each with its own dataset, learn a global model collaboratively with the help of a…”
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13
Simple Semi-Grant-Free Transmission Strategies Assisted by Non-Orthogonal Multiple Access
Published in IEEE transactions on communications (01-06-2019)“…Grant-free transmission is an important feature to be supported by future wireless networks since it reduces the signaling overhead caused by conventional…”
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14
Communication-efficient federated learning
Published in Proceedings of the National Academy of Sciences - PNAS (27-04-2021)“…Federated learning (FL) enables edge devices, such as Internet of Things devices (e.g., sensors), servers, and institutions (e.g., hospitals), to…”
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15
A Joint Learning and Communications Framework for Federated Learning Over Wireless Networks
Published in IEEE transactions on wireless communications (01-01-2021)“…In this article, the problem of training federated learning (FL) algorithms over a realistic wireless network is studied. In the considered model, wireless…”
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Convergence of Update Aware Device Scheduling for Federated Learning at the Wireless Edge
Published in IEEE transactions on wireless communications (01-06-2021)“…We study federated learning (FL) at the wireless edge, where power-limited devices with local datasets collaboratively train a joint model with the help of a…”
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17
Wireless physical layer security
Published in Proceedings of the National Academy of Sciences - PNAS (03-01-2017)“…Security in wireless networks has traditionally been considered to be an issue to be addressed separately from the physical radio transmission aspects of…”
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18
Fast-Convergent Federated Learning
Published in IEEE journal on selected areas in communications (01-01-2021)“…Federated learning has emerged recently as a promising solution for distributing machine learning tasks through modern networks of mobile devices. Recent…”
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19
On the Impact of Phase Shifting Designs on IRS-NOMA
Published in IEEE wireless communications letters (01-10-2020)“…In this letter, the impact of two phase shifting designs, namely coherent phase shifting and random discrete phase shifting, on the performance of intelligent…”
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Scheduling Policies for Federated Learning in Wireless Networks
Published in IEEE transactions on communications (01-01-2020)“…Motivated by the increasing computational capacity of wireless user equipments (UEs), e.g., smart phones, tablets, or vehicles, as well as the increasing…”
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