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20052024
most citedNeural Network Detection of Data Sequences in Communication Systems

371 citations · 2.6k across the 122 of their papers we have counts for

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Showing 2018 · cs.ITShow all

5 papers · 2 filters

cs.IT2018★ 3 cited

Sparse mmWave OFDM Channel Estimation Using Compressed Sensing in OFDM Systems

Felipe Gomez-Cuba, Andrea J. Goldsmith

This paper proposes and analyzes a mmWave sparse channel estimation technique for OFDM systems that uses the Orthogonal Matching Pursuit (OMP) algorithm. This greedy algorithm retr…

cs.IT2018★ 13 cited

Orthogonal Time Frequency Space Modulation

Ronny Hadani, Shlomo Rakib, Shachar Kons +8

This paper introduces a new two-dimensional modulation technique called Orthogonal Time Frequency Space (OTFS) modulation. OTFS has the novel and important feature of being designe…

cs.IT2018

Deep Learning for Joint Source-Channel Coding of Text

Nariman Farsad, Milind Rao, Andrea Goldsmith

We consider the problem of joint source and channel coding of structured data such as natural language over a noisy channel. The typical approach to this problem in both theory and…

cs.IT2018★ 42 cited

Analog-to-Digital Compression: A New Paradigm for Converting Signals to Bits

Alon Kipnis, Yonina C. Eldar, Andrea J. Goldsmith

Processing, storing and communicating information that originates as an analog signal involves conversion of this information to bits. This conversion can be described by the combi…

cs.IT2018★ 2 cited

Exploiting Diversity in Molecular Timing Channels via Order Statistics

Yonathan Murin, Nariman Farsad, Mainak Chowdhury +1

We study diversity in one-shot communication over molecular timing channels. We consider a channel model where the transmitter simultaneously releases a large number of information…