SS12.3

Machine Learning-Based Near-Field Localization in Mixed LoS/NLoS Scenarios

Parisa Ramezani, KTH Royal Institute of Technology, Sweden; Seyed Jalaleddin Mousavirad, Mattias O'Nils, Mid Sweden University, Sweden; Emil Björnson, KTH Royal Institute of Technology, Sweden

Session:
SS12: Signal Processing for Near-Field Communications, Localization, and Sensing Lecture

Track:
Special Sessions

Location:
Utveggio

Presentation Time:
Wed, 10 Sep, 16:10 - 16:30 Italy Time (UTC +2)

Session Chair:
Parisa Ramezani, KTH Royal Institute of Technology
Presentation
Discussion
Resources
No resources available.
Session SS12
SS12.1: Wavenumber-Domain CRB Optimization for CAPA-Aided Near-Field Sensing
Hao Jiang, Zhaolin Wang, Queen Mary University of London, United Kingdom; Yuanwei Liu, The University of Hong Kong, China; Arumugam Nallanathan, Queen Mary University of London, United Kingdom
SS12.2: Leveraging Line-of-Sight Propagation for Near-Field Beamfocusing in Cell-Free Networks
Georgios Mylonopoulos, Giovanni Interdonato, University of Cassino and Southern Latium, Italy; Stefano Buzzi, University of Cassino and Southern Latium and Politecnico di Milano, Italy; Pei Liu, Wuhan University of Technology, China
SS12.3: Machine Learning-Based Near-Field Localization in Mixed LoS/NLoS Scenarios
Parisa Ramezani, KTH Royal Institute of Technology, Sweden; Seyed Jalaleddin Mousavirad, Mattias O'Nils, Mid Sweden University, Sweden; Emil Björnson, KTH Royal Institute of Technology, Sweden
SS12.4: JOINT LOCALIZATION AND SYNCHRONIZATION IN DOWNLINK DISTRIBUTED MIMO
Sauradeep Dey, Musa Furkan Keskin, Chalmers University of Technology, Sweden; Dario Tagliaferri, Politecnico di Milano, Italy; Gonzalo Seco-Granados, Universitat Autonoma de Barcelona, Spain; Henk Wymeersch, Chalmers University of Technology, Sweden
SS12.5: BISTATIC DOPPLER ESTIMATION BASED ON EXTREMELY LARGE APERTURE ARRAYS
Caterina Giovannetti, University of Bologna, IEIIT-National Research Council, Italy; Tommaso Bacchielli, University of Bologna, Italy; Nicolò Decarli, IEIIT-National Research Council, Italy; Andrea Giorgetti, Davide Dardari, University of Bologna, Italy