815 citations
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR427 papers
- CEA GrenobleFR342 papers
- Université Grenoble AlpesFR230 papers
- Institut polytechnique de GrenobleFR180 papers
- Centre National de la Recherche ScientifiqueFR175 papers
- Institut Nanosciences et CryogénieFR77 papers
- Institut NéelFR56 papers
- Université Joseph FourierFR41 papers
- Spintronique et Technologie des ComposantsFR30 papers
- Direction de la Recherche TechnologiqueFR28 papers
- University of CambridgeGB22 papers
- STMicroelectronics (France)FR20 papers
19 papers · 1 filter
Joint Channel and Semantic-aware Grouping for Effective Collaborative Edge Inference
Mateus P. Mota, Mattia Merluzzi, Emilio Calvanese Strinati
We focus on collaborative edge inference over wireless, which enables multiple devices to cooperate to improve inference performance in the presence of corrupted data. Exploiting a…
Decoding Short LDPC Codes via BP-RNN Diversity and Reliability-Based Post-Processing
Joachim Rosseel, Valérian Mannoni, Inbar Fijalkow +1
This paper investigates decoder diversity architectures for short low-density parity-check (LDPC) codes, based on recurrent neural network (RNN) models of the belief-propagation (B…
Gradient Descent Bit-Flipping Decoding with Momentum
Valentin Savin
In this paper, we propose a Gradient Descent Bit-Flipping (GDBF) decoding with momentum, which considers past updates to provide inertia to the decoding process. We show that GDBF…
Non-Binary Polar Codes for Spread-Spectrum Modulations
Valentin Savin
This paper proposes a new coded modulation scheme for reliable transmission of short data packets at very low signal-to-noise ratio, combining cyclic code shift keying modulation a…
Optimal Virtual Network Function Deployment for 5G Network Slicing in a Hybrid Cloud Infrastructure
Antonio De Domenico, Ya-Feng Liu, Wei Yu
Network virtualization is a key enabler for 5G systems to support the expected use cases of vertical markets. In this context, we study the joint optimal deployment of Virtual Netw…
Massive Multiple Input Massive Multiple Output for 5G Wireless Backhauling
Dinh-Thuy Phan-Huy, Philippe Ratajczak, Raffaele D'Errico +10
In this paper, we propose a new technique for the future fifth generation cellular network wireless backhauling. We show that hundreds of bits per second per Hertz (bits per second…