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20052025
most citedExpectation-Maximization Gaussian-Mixture Approximate Message Passing

527 citations · 3.5k across the 52 of their papers we have counts for

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Showing 2011 · cs.ITShow all

5 papers · 2 filters

cs.IT2011★ 173 cited

Efficient High-Dimensional Inference in the Multiple Measurement Vector Problem

Justin Ziniel, Philip Schniter

In this work, a Bayesian approximate message passing algorithm is proposed for solving the multiple measurement vector (MMV) problem in compressive sensing, in which a collection o…

cs.IT2011★ 363 cited

Full-Duplex MIMO Relaying: Achievable Rates under Limited Dynamic Range

Brian P. Day, Adam R. Margetts, Daniel W. Bliss +1

In this paper we consider the problem of full-duplex multiple-input multiple-output (MIMO) relaying between multi-antenna source and destination nodes. The principal difficulty in…

cs.IT2011★ 8 cited

Joint Scheduling and Resource Allocation in OFDMA Downlink Systems via ACK/NAK Feedback

Rohit Aggarwal, C. Emre Koksal, Philip Schniter

In this paper, we consider the problem of joint scheduling and resource allocation in the OFDMA downlink, with the goal of maximizing an expected long-term goodput-based utility su…

cs.IT2011

Performance Bounds and Associated Design Principles for Multi-Cellular Wireless OFDMA Systems (with Detailed Proofs)

Rohit Aggarwal, C. Emre Koksal, Philip Schniter

In this paper, we consider the downlink of large-scale multi-cellular OFDMA-based networks and study performance bounds of the system as a function of the number of users , the…

cs.IT2011★ 106 cited

A Message-Passing Receiver for BICM-OFDM over Unknown Clustered-Sparse Channels

Philip Schniter

We propose a factor-graph-based approach to joint channel-estimation-and-decoding (JCED) of bit- interleaved coded orthogonal frequency division multiplexing (BICM-OFDM). In contra…