Search Results for author: Emanuele Viterbo

Found 8 papers, 4 papers with code

Lightweight Conceptual Dictionary Learning for Text Classification Using Information Compression

no code implementations28 Apr 2024 Li Wan, Tansu Alpcan, Margreta Kuijper, Emanuele Viterbo

We propose a novel, lightweight supervised dictionary learning framework for text classification based on data compression and representation.

Data Compression Dictionary Learning +3

Improving Robustness and Accuracy of Ponzi Scheme Detection on Ethereum Using Time-Dependent Features

no code implementations31 Aug 2023 Phuong Duy Huynh, Son Hoang Dau, XiaoDong Li, Phuc Luong, Emanuele Viterbo

The contract-code-based approach, while achieving very high accuracy, is not robust: first, the source codes of a majority of contracts on Ethereum are not available, and second, a Ponzi developer can fool a contract-code-based detection model by obfuscating the opcode or inventing a new profit distribution logic that cannot be detected (since these models were trained on existing Ponzi logics only).

Committed Private Information Retrieval

1 code implementation3 Feb 2023 Quang Cao, Hong Yen Tran, Son Hoang Dau, Xun Yi, Emanuele Viterbo, Chen Feng, Yu-Chih Huang, Jingge Zhu, Stanislav Kruglik, Han Mao Kiah

A PIR scheme is $v$-verifiable if the client can verify the correctness of the retrieved $x_i$ even when $v \leq k$ servers collude and try to fool the client by sending manipulated data.

Information Retrieval Retrieval

Low-Complexity Linear Diversity-Combining Detector for MIMO-OTFS

no code implementations27 Jan 2022 Tharaj Thaj, Emanuele Viterbo

In the proposed detector, the copies of the transmitted symbol-vectors received through the different diversity branches (propagation paths and receive antennas) are linearly combined using the maximum ratio combining (MRC) technique to iteratively improve the signal to interference plus noise ratio (SINR) at the output of the combiner.

Unitary-Precoded Single-Carrier Waveforms for High Mobility: Detection and Channel Estimation

no code implementations25 Jan 2022 Tharaj Thaj, Emanuele Viterbo

This paper presents unitary-precoded single-carrier (USC) modulation as a family of waveforms based on multiplexing the information symbols on time domain unitary basis functions.

Orthogonal Time Sequency Multiplexing Modulation: Analysis and Low-Complexity Receiver Design

1 code implementation13 Apr 2021 Tharaj Thaj, Emanuele Viterbo, Yi Hong

This paper proposes orthogonal time sequency multiplexing (OTSM), a novel single carrier modulation scheme that places information symbols in the delay-sequency domain followed by a cascade of time-division multiplexing (TDM) and Walsh-Hadamard sequence multiplexing.

Decoder

Low Complexity Iterative Rake Decision Feedback Equalizer for Zero-Padded OTFS systems

1 code implementation2 May 2020 Tharaj Thaj, Emanuele Viterbo

We further propose a Gauss-Seidel based over-relaxation parameter in the rake detector to improve the performance and the convergence speed of the iterative detection.

PAC Codes: Sequential Decoding vs List Decoding

1 code implementation17 Feb 2020 Mohammad Rowshan, Andreas Burg, Emanuele Viterbo

In the Shannon lecture at the 2019 International Symposium on Information Theory (ISIT), Ar{\i}kan proposed to employ a one-to-one convolutional transform as a pre-coding step before the polar transform.

Information Theory Information Theory

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