Search Results - "Sabag, Oron"
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1
Competitive Channel-Capacity
Published in IEEE transactions on information theory (01-07-2024)“…We consider communication over channels whose statistics are not known in full, but can be parameterized as a finite family of memoryless channels. A typical…”
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Journal Article -
2
Regret-Optimal Filtering for Prediction and Estimation
Published in IEEE transactions on signal processing (2022)“…We study the filtering problem of causally estimating a desired signal from a related observation signal, through the lens of regret optimization. Classical…”
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Journal Article -
3
Feedback Capacity of MIMO Gaussian Channels
Published in IEEE transactions on information theory (01-10-2023)“…Finding a computable expression for the feedback capacity of channels with colored Gaussian, additive noise is a long standing open problem. In this paper, we…”
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4
Reducing the LQG Cost With Minimal Communication
Published in IEEE transactions on automatic control (01-09-2023)“…We study the linear quadratic Gaussian (LQG) control problem, in which the controller's observation of the system state is insufficient to attain a desired…”
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Journal Article -
5
Finite-State Channels With Feedback and State Known at the Encoder
Published in IEEE transactions on information theory (01-03-2024)“…We consider finite-state channels (FSCs) with feedback and state information known causally at the encoder. This setting is quite general and includes: a…”
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6
Capacity of Finite-State Channels with Delayed Feedback
Published in IEEE transactions on information theory (01-01-2024)“…In this paper, we investigate the capacity of finite-state channels (FSCs) in the presence of delayed feedback. We show that the capacity of a FSC with delayed…”
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7
Feedback Capacity of Ising Channels With Large Alphabet via Reinforcement Learning
Published in IEEE transactions on information theory (01-09-2022)“…We propose a new method to compute the feedback capacity of unifilar finite state channels (FSCs) with memory using reinforcement learning (RL). The feedback…”
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8
The Feedback Capacity of Noisy Output Is the STate (NOST) Channels
Published in IEEE transactions on information theory (01-08-2022)“…We consider finite-state channels (FSCs) where the channel state is stochastically dependent on the previous channel output. We refer to these as Noisy Output…”
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9
Graph-Based Encoders and Their Performance for Finite-State Channels With Feedback
Published in IEEE transactions on communications (01-04-2020)“…The capacity of unifilar finite-state channels in the presence of feedback is investigated. We derive a new evaluation method to extract graph-based encoders…”
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10
Feedback Capacity and Coding for the BIBO Channel With a No-Repeated-Ones Input Constraint
Published in IEEE transactions on information theory (01-07-2018)“…In this paper, a general binary-input binary-output channel is investigated in the presence of feedback and input constraints. The feedback capacity and the…”
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11
Feedback Capacity and Coding for the (0,k) -RLL Input-Constrained BEC
Published in IEEE transactions on information theory (01-07-2019)“…The input-constrained binary erasure channel (BEC) with strictly causal feedback is studied. The channel input sequence must satisfy the <inline-formula>…”
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12
A Single-Letter Upper Bound on the Feedback Capacity of Unifilar Finite-State Channels
Published in IEEE transactions on information theory (01-03-2017)“…An upper bound on the feedback capacity of unifilar finite-state channels (FSCs) is derived. A new technique, called the Q-context mapping, is based on a…”
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13
Computable Upper Bounds on the Capacity of Finite-State Channels
Published in IEEE transactions on information theory (01-09-2021)“…We consider the use of the well-known dual capacity bounding technique for deriving upper bounds on the capacity of indecomposable finite-state channels (FSCs)…”
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14
Lossless Coding of Correlated Sources With Actions
Published in IEEE transactions on information theory (01-02-2017)“…This paper studies the problem of the distributed compression of correlated sources with an action-dependent joint distribution. This class of problems is, in…”
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Journal Article -
15
Competitive Channel-Capacity
Published in 2023 IEEE International Symposium on Information Theory (ISIT) (25-06-2023)“…We consider communication over channels whose statistics are not known in full, but can be parameterized as a finite family of memoryless channels. A typical…”
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Conference Proceeding -
16
Regret-Optimal Filtering for Prediction and Estimation
Published 04-05-2022“…The filtering problem of causally estimating a desired signal from a related observation signal is investigated through the lens of regret optimization…”
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Journal Article -
17
Neural Estimation of Multi-User Capacity Regions
Published in 2023 IEEE International Symposium on Information Theory (ISIT) (25-06-2023)“…In this paper, we introduce a data-driven methodology for estimating capacity regions of continuous channels in multi-user communication systems. Computing…”
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Conference Proceeding -
18
Coded Kalman Filtering Over Gaussian Channels with Feedback
Published in 2023 59th Annual Allerton Conference on Communication, Control, and Computing (Allerton) (26-09-2023)“…This paper investigates the problem of zero-delay joint source-channel coding of a vector Gauss-Markov source over a multiple-input mulitple-output (MIMO)…”
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Conference Proceeding -
19
The Feedback Capacity of the Binary Erasure Channel With a No-Consecutive-Ones Input Constraint
Published in IEEE transactions on information theory (01-01-2016)“…The input-constrained erasure channel with feedback is considered, where the binary input sequence contains no consecutive ones, i.e., it satisfies the (1,…”
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Journal Article -
20
Competitive Analysis of Arbitrary Varying Channels
Published in 2024 IEEE International Symposium on Information Theory (ISIT) (07-07-2024)“…Arbitrary varying channels (AVC) are used to model communication settings in which a channel state may vary arbitrarily over time. Their primary objective is…”
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Conference Proceeding