Search Results for author: Lutz Lampe

Found 13 papers, 0 papers with code

Bayesian Phase Search for Probabilistic Amplitude Shaping

no code implementations5 Sep 2023 Mohammad Taha Askari, Lutz Lampe

We introduce a Bayesian carrier phase recovery (CPR) algorithm which is robust against low signal-to-noise ratio scenarios.

SmartPUR: An Autonomous PUR Transmission Solution for Mobile C-IoT Devices

no code implementations21 Jun 2023 Gautham Prasad, Nadhem Rojbi, Lutz Lampe, Gus Vos

Cellular Internet-of-things (C-IoT) user equipments (UEs) typically transmit frequent but small amounts of uplink data to the base station.

valid

Deep Learning-Aided Perturbation Model-Based Fiber Nonlinearity Compensation

no code implementations19 Nov 2022 Shenghang Luo, Sunish Kumar Orappanpara Soman, Lutz Lampe, Jeebak Mitra

Second, we advance the state-of-the-art of learned PB-NLC by proposing and designing a fully learned structure.

Quantization

Learning for Perturbation-Based Fiber Nonlinearity Compensation

no code implementations7 Oct 2022 Shenghang Luo, Sunish Kumar Orappanpara Soman, Lutz Lampe, Jeebak Mitra, Chuandong Li

Several machine learning inspired methods for perturbation-based fiber nonlinearity (PBNLC) compensation have been presented in recent literature.

Joint PMD Tracking and Nonlinearity Compensation with Deep Neural Networks

no code implementations21 Sep 2022 Prasham Jain, Lutz Lampe, Jeebak Mitra

Incorporating distributed compensation of polarization mode dispersion (PMD) within the learned models can improve their performance even further but at the same time, it also couples the compensation of nonlinearity and PMD.

Transfer Learning

Power Line Communication and Sensing Using Time Series Forecasting

no code implementations19 Oct 2021 Yinjia Huo, Gautham Prasad, Lutz Lampe, Victor C. M. Leung

Power line communication (PLC) offers a cost-effective solution for joint communication and sensing for smart grids.

Time Series Time Series Forecasting

Perturbation Theory-Aided Learned Digital Back-Propagation Scheme for Optical Fiber Nonlinearity Compensation

no code implementations11 Oct 2021 Xiang Lin, Shenghang Luo, Sunish Kumar Orappanpara Soman, Octavia A. Dobre, Lutz Lampe, Deyuan Chang, Chuandong Li

The proposed scheme is evaluated by numerical simulations of a single carrier optical fiber communication system operating at 32 Gbaud with 64-quadrature amplitude modulation and 20*80 km transmission distance.

Outage Performance Analysis of Widely Linear Receivers in Uplink Multi-user MIMO Systems

no code implementations27 Jun 2021 Ronghua Gui, Naveen Mysore Balasubramanya, Lutz Lampe

It is shown that the SIC operation with channel-dependent ordering brings no additional diversity gain to the WL receivers but instead increases the coding gain.

Deep Neural Network Assisted Second-Order Perturbation-Based Nonlinearity Compensation

no code implementations19 May 2021 O. S. Sunish Kumar, Lutz Lampe, Shenghang Luo, Mrinmoy Jana, Jeebak Mitra, Chuandong Li

We propose a fiber nonlinearity post-compensation technique using the DNN and the second-order perturbation theory.

Synchronized SCUBA: D2D Communication for Out-of-Sync Devices

no code implementations1 Apr 2021 Vishnu Rajendran Chandrika, Gautham Prasad, Lutz Lampe, Gus Vos

SCUBA, which stands for Sidelink Communication on Unlicensed Bands, is a novel medium access control protocol that facilitates D2D communications on the sidelink for IoT and machine-type communication (MTC) cellular devices.

SCUBA: An In-Device Multiplexed Protocol for Sidelink Communication on Unlicensed Bands

no code implementations7 Dec 2020 Vishnu Rajendran, Gautham Prasad, Lutz Lampe, Gus Vos

To this end, we present a new low-cost radio access technology (RAT) protocol, called Sidelink Communications on Unlicensed BAnds (SCUBA), which can be implemented on cellular devices such that it coexists with the legacy cellular protocol by operating as a secondary RAT in a time division duplex manner using the existing radio hardware.

Efficient Spectrum Utilization via Pulse Shape Design for Fixed Transmission Networks

no code implementations11 Oct 2020 Elena-Iulia Dobre, Ayman Mostafa, Lutz Lampe, Hoda ShahMohammadian, Ming Jian

The used signal constellation sizes and achievable data rates are typically limited by transceiver impairments, predominantly by phase noise from non-ideal carrier generation.

State-of-the-art in Power Line Communications: from the Applications to the Medium

no code implementations29 Feb 2016 Cristina Cano, Alberto Pittolo, David Malone, Lutz Lampe, Andrea M. Tonello, Anand Dabak

In this article we provide an overview of both narrowband and broadband systems, covering potential applications, regulatory and standardization efforts and recent research advancements in channel characterization, physical layer performance, medium access and higher layer specifications and evaluations.

Networking and Internet Architecture

Cannot find the paper you are looking for? You can Submit a new open access paper.