Distributed Artificial Intelligence Integrated Circuits For Ultra-Low-Power Smart Sensors

Archive ouverte : Communication dans un congrès

Chêne, Mathieu | Larras, Benoit | Frappé, Antoine | Kaiser, Andreas

Edité par HAL CCSD

International audience. Wireless sensor networks (WSN) could be defined as networks of autonomous devices that can sense and/or act on a physical or environmental conditions cooperatively. .To make these sensors smarter, Artificial Intelligence (AI) is used to process sensed data but also to solve challenges such as security, energy aware rooting, ect. This paper present a solution of using AI in the case of distributed sensors networks that aims to tackle these challenges

Consulter en ligne

Suggestions

Du même auteur

Instantaneous power estimation in a continuous time digital signal processing system | González Santos, Ángel de Dios

Instantaneous power estimation in a continuous time digital signal processi...

Archive ouverte: Brevet

González Santos, Ángel de Dios | 2021-08-19

N° de priorité : US202016789589 20200213. The present invention generally relates to the esti mation of instantaneous power of a signal and, in particular, to a circuit for use in a continuous time digital signal pr...

Mixed-Signal In-Memory Multi-bit Matrix-Vector Multiplication | Hérissé, Kévin

Mixed-Signal In-Memory Multi-bit Matrix-Vector Multiplication

Archive ouverte: Communication dans un congrès

Hérissé, Kévin | 2021-06-08

poster. International audience. The applications for artificial intelligence are wide and cover multiple domains including industry, health, home automation, consumer electronics, automotive, and smart cities. Appli...

Keyword Spotting System using Low-complexity Feature Extraction and Quantized LSTM | Hérissé, Kévin

Keyword Spotting System using Low-complexity Feature Extraction and Quantiz...

Archive ouverte: Communication dans un congrès

Hérissé, Kévin | 2021-11-28

International audience. Long Short-Term Memory (LSTM) neural networks offer state-of-the-art results to compute sequential data and address applications like keyword spotting. Mel Frequency Cepstral Coefficients (MF...

Du même sujet

Corrugated lines integrated in textile for body sensors network | Ghaddar, A.

Corrugated lines integrated in textile for body sensors network

Archive ouverte: Communication dans un congrès

Ghaddar, A. | 2020-11-26

Session 2: sensor systems: signal, processing and interface. International audience

Heuristically accelerated reinforcement learning for channel assignment in wireless sensor networks | Sahraoui, Mohamed

Heuristically accelerated reinforcement learning for channel assignment in ...

Archive ouverte: Article de revue

Sahraoui, Mohamed | 2021

International audience. In wireless sensor networks (WSNs), multi-channel communication represents an attractive field due to its advantage in improving throughput and delivery rate. However, the major challenge tha...

Schedule-Based Cooperative Multi-agent Reinforcement Learning for Multi-channel Communication in Wireless Sensor Networks | Sahraoui, M.

Schedule-Based Cooperative Multi-agent Reinforcement Learning for Multi-cha...

Archive ouverte: Article de revue

Sahraoui, M. | 2022-02

International audience. Wireless sensor networks (WSNs) have become an important component in the Internet of things (IoT) field. In WSNs, multi-channel protocols have been developed to overcome some limitations rel...

Review on Unmanned Aerial Vehicle Assisted Sensor Node Localization in Wireless Networks: Soft Computing Approaches | Annepu, Visalakshi

Review on Unmanned Aerial Vehicle Assisted Sensor Node Localization in Wire...

Archive ouverte: Article de revue

Annepu, Visalakshi | 2022

International audience. Node positioning or localization is a critical requisite for numerous position-based applications of wireless sensor network (WSN). Localization using the unmanned aerial vehicle (UAV) is pre...

A Smart Grid WSN Research Testbed | Khalek, Farah,

A Smart Grid WSN Research Testbed

Archive ouverte: Communication dans un congrès

Khalek, Farah, | 2020-10-12

International audience. The increasing integration of renewable energy resources (e.g., photo-voltaic cells, wind farms) has turned traditional electric grids into smart ones. This evolution takes an active role in ...

Regression-based Data Reduction Algorithm for Smart Grids | Chreim, Bashar

Regression-based Data Reduction Algorithm for Smart Grids

Archive ouverte: Communication dans un congrès

Chreim, Bashar | 2021-01-09

International audience. The evolution towards Smart Grids (SGs) represents an important opportunity for the energy industry. It is characterized by the integration of renewable and alternative energy resources into ...

Chargement des enrichissements...