Deep Learning-Based One-Bit Signal Detection: A Model-Aware Approach with LoRD-Net It is common in the fields of communication and sensing, to face the challenge of reconstructing a high-dimensional signal from …
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Deep Learning-Driven Joint Channel Estimation and Signal Detection for Underwater Wireless Optical Communication
by Engineer's Planet 276 viewsDeep Learning-Driven Joint Channel Estimation and Signal Detection for Underwater Wireless Optical Communication A novel high-rate data service named underwater wireless optical communication (UWOC) method has been emerged recently. UWOC …
Introducing Sionna: A TensorFlow-Based Library for Prototyping and Evaluating Communication Systems
by Engineer's Planet 407 viewsIntroducing Sionna: A TensorFlow-Based Library for Prototyping and Evaluating Communication Systems Sionna is a TensorFlow based, open source library for link level simulations with GPU concurrency. It streamlines the iterative …
GAN-Based Joint Activity Detection and Channel Estimation for Grant-Free Random Access in IoT Networks
by Engineer's Planet 276 viewsGAN-Based Joint Activity Detection and Channel Estimation for Grant-Free Random Access in IoT Networks Joint activity detection and channel estimation (JADCE) for grant-free random access relates to the fundamental problems …
Adaptive Receiver Design Using Predictive Meta-Learning for Dynamic A new trend is the use of deep neural networks (DNNs) in designing the receiver which can be perhaps used in an …
Category: Hardware Organization: Ministry of Communication, Department of Posts Abstract: This project involves developing a comprehensive Data Insights and Strategic Unit (DISU) at the divisional level for the Department of …
Category: Software Organization: Ministry of Communication, Department of Posts Abstract: This project proposes the development of an AI-Based System to identify the financial and insurance needs of different demographic groups …
Category: Software Organization: AICTE, Scholarships and Grants Bureau Abstract: This project involves developing a Paperless Scholarship Disbursement System for the Prime Minister’s Special Scholarship Scheme (PMSSS). The system will allow …
Category: Software Organization: National Aluminium Company Limited (NALCO) Abstract: This project aims to develop an AI-Based System. It will be able to estimate the physical characteristics of aluminum wire rods. …
Organization: Ministry of Social Justice and Empowerment, ISLRTC Abstract: The proposed work goal is to develop an Indian version of the Nagish App which performs a real time voice to …