Philipp Schulz (0000-0002-0738-556X)

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Philipp Schulz (Member, IEEE) received the M.Sc. degree in mathematics and the Ph.D. (Dr.-Ing.) degree in electrical engineering from Technische Universität Dresden, Germany, in 2014 and 2020, respectively. He was a Research Assistant with Technische Universität Dresden in the field of numerical mathematics, modeling, and simulation, where he joined the Vodafone Chair for Mobile Communications Systems in 2015, and became a member of the System-Level Group. His research focused on flow-level modeling and the application of queuing theory on communications systems with respect to ultrareliable low-latency communications. He was with Barkhausen Institut, Dresden, Germany, for more than a year, where he studied rateless codes in the context of multiconnectivity. Currently, he is a Research Group Leader with the Vodafone Chair, where he focuses on the resilience of wireless communications systems.

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A Low-Complexity Machine Learning Design for mmWave Beam Prediction

IEEE Wireless Communications Letters

2024 | Journal article

DOI: 10.1109/LWC.2024.3381447

Contributors: Muhammad Qurratulain Khan; Abdo Gaber; Mohammad Parvini; Philipp Schulz; Gerhard Fettweis

Philipp Schulz

https://orcid.org/0000-0002-0738-556X

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Works (45)

A Low-Complexity Machine Learning Design for mmWave Beam Prediction

An Optimized OFDM Waveform Design for 6G Industrial Networks

On the Application of Reliability Theory to Cellular Network Mobility Performance Analysis

Resource Allocation in V2X Networks: From Classical Optimization to Machine Learning-Based Solutions

Towards the Foundations of Semantic Communications for Dynamical Systems

Advancing Spectrum Anomaly Detection through Digital Twins

Advancing Spectrum Anomaly Detection through Digital Twins

An Improved Data Collection Framework for Enabling ML-based QoS Prediction for Vehicular Communication

Improving Radio Environment Maps with Joint Communications and Sensing: An Outlook

Joint Resource Allocation and String-Stable CACC Design with Multi-Agent Reinforcement Learning

Machine Learning for Millimeter Wave and Terahertz Beam Management: A Survey and Open Challenges

Modeling Opportunistic Resource Fair Scheduling Efficiently for Multi-Beam 5G NR

On the Analysis and Optimization of Fast Conditional Handover With Hand Blockage for Mobility

Digital Twin of the Radio Environment: A Novel Approach for Anomaly Detection in Wireless Networks

Efficient Approximation of SINR and Throughput in 5G NR via Sparsity and Interference Aggregation

Efficient Reliable Wireless Communications through Raptor Codes and Rateless Codes with Feedback

Multi-Band Superresolution Multipath Channel Path Delay Estimation for CIR-Based Localization

On the Outage Probability of Channel Prediction Enabled Max-Min Radio Resource Allocation

Superresolution Wireless Multipath Channel Path Delay Estimation for CIR-Based Localization

Load Balancing Potentials in 5G NR FR2

On the outage probability of channel prediction enabled max-min radio resource allocation

Analysis and Modeling of Downlink Traffic in Cloud-Rendering Architectures for Augmented Reality

Das Industrial Radio Lab Germany - Vier Standorte, eine Mission

Efficient and Reliable Wireless Communications via Multi-Connectivity using Rateless Codes in Single-and Multi-User Scenarios

RSS-Based Localization of Multiple Unknown Transmitters Through Particle Simulation

State-Aware Resource Allocation for Wireless Closed-Loop Control Systems

Dynamic Connectivity for Robust Applications in Rayleigh-Fading Channels

Efficient and Reliable Wireless Communications Through Multi-Connectivity and Rateless Coding

End-to-End Latency Distribution in Future Mobile Communication Networks

Modeling QoE for Buffered Video Streaming in Interference-Limited Cellular Networks

Queueing-theoretic end-to-end latency modeling of future wireless networks

Stable Matching for Wireless URLLC in Multi-Cellular, Multi-User Systems

State-Aware Resource Allocation for Wireless Closed-Loop Control Based on Multi-Connectivity

System Analysis of State-Aware Resource Allocation for Closed-Loop Control Systems

End-to-End Latency Analysis in Wireless Networks with Queuing Models for General Prioritized Traffic

Mission Availability for Wireless URLLC

Network Architectures for Demanding 5G Performance Requirements: Tailored Toward Specific Needs of Efficiency and Flexibility

Echtzeit-Antriebsregelung über eine niedriglatente Funkkommunikation

How Reliable and Capable is Multi-Connectivity?

Low latency wireless closed loop control of an inverted pendulum

Rate-Reliability Tradeoff for Multi-Connectivity

Latency Critical IoT Applications in 5G: Perspective on the Design of Radio Interface and Network Architecture

On Modeling and QoE Evaluation of Buffered Video Streaming in Multi-Cellular Networks

On the Gain of Joint Decoding for Multi-Connectivity

Twitter as a source for spatial traffic information in big data-enabled self-organizing networks