Sheikh Usman Ali Email & Phone Number

Dresden, Sn, De

Dresden, Saxony, Germany

Development of AI/ML-based 6G communication systems and research on suitable test systemsTrain/Deploy/Test TensorFlow/Keras based Deep Learning Models including ResNet based DeepRx Neural Receiver and Recurrent Neural Networks such as LSTM, BiLSTM, GRU, and simple RNN based DPD models for prototyping and benchmarking communication systems and their hardware implementations on NVIDIA GPUs and Open Air Interface (OAI)Presentation of research results at internal and external events at internal technical talks as well asexternal presentations

Munich, Bavaria, Germany

Wireless Communications Engineer in FunKI project. Channel Estimation using Deep Learning for V2V Dedicated Short Range Communications (DSRC), OFDM based IEEE 802.11p WiFi Standard. Master Thesis: Synchronization and Signal Detection in Wireless Communications: A Deep Learning Approach

Nuremberg, Bavaria, Germany

Kalman Filter for sensor-fusion of TDOA based indoor localization

Nuremberg, Bavaria, Germany

Machine Learning based multipath mitigation extraction for 5G and GNSS signalsTime of Arrival based PositioningLocalization and Positioning

Nuremberg, Bavaria, Germany

Channel Modeling using QuaDRiGa (QUAsi Deterministic RadIo channel GenerAtor) and SE-NAV Ray-tracing Machine Learning based Non-Line-of-sight NLOS and LOS Multipath signal detection for 5G and GNSS Satellite using Python.Multipath severely harms the localization accuracy of GNSS and 5G signals. Through the study of channel models and simulation of real environments via Ray-Tracing we are able to accurately predict what kind of signal it is and further on allows mitigation of NLOS signals. In the end we are able to get close to centimetre level accuracy indoors where GPS hardly even works.

Nuremberg, Bavaria, Germany

Thesis topic: Implementation and Evaluation of 5G Positioning Reference Signal ( 3GPP Release 16)Supervisor: Dr. Giuseppe Thadeu Freitas de Abreu - Jacobs University & Ivana Lukcin - Fraunhofer IISGrade: 1.0

Nürnberg Area, Germany

Ray-tracing Scenario generation and Post-processing for Oktal-SE SE-NAV.

Cognitive Science Lab

Developing and debugging series of Monte-Carlo Simulations in Matlab. Optimizing previously existing code and including algorithms for psychological experiments: "multiattribute attention switching (MAAS) model" and "Multi-stage sequential sampling models with finite or infinite time horizon and variable boundaries" for Professor Dr. Adele Diederich.

Master Of Engineering - Meng, Ai Engineering Of Autonomous Systems

Master Of Science - Ms, Communications Engineering, Ects: Good

Thesis: Synchronization and Signal Detection in Wireless Communications: A Deep Learning Approach Supervisor: Luis Maßny, Dr. Alberto.

Bachelor Of Science - Bs, Electrical Engineering And Computer Science, Ects: A

Thesis: Implementation and evaluation of 5G Positioning Reference Signal (3GPP Rel.16) (Grade:100%) Supervisor: Prof. Dr. Giuseppe Thadeu.

Bachelor Of Science - Bs Erasmus Exchange, Electrical, Electronics And Communications Engineering, A

Courses Attended: CS4040 RESEARCH METHODS 1 EE4017 SENSING AND INSTRUMENTATION EE40FE ELECTRICAL MACHINES AND DRIVES EE40GA COMPUTER.

High School Diploma, Cambridge A Level, 4 As In Mathematics Physics Chemistry And Biology

100% Scholarship

High School Diploma, Physical Sciences

Cambridge GCSE O'levels