Tu2E: AI for Device, DPD and RF System Design

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Tue 17 Jun | 10:10 - 11:50
215
AI for Device, DPD and RF System Design
Arnaldo S.R. Oliveira
Universidade de Aveiro
Sensen Li
Univ. of Texas at Austin
This session showcases advances in the intersection between AI and RF systems. Highlights include AI-enabled device-level modeling and characterization, power amplifier digital predistortion, and system-level transceiver optimization.
10:10 - 10:30
Tu2E-1 An Embedded-Structured Convolutional Neural Network for Efficient RF Device Behavior Model Extraction
ABSTRACT
Jiahao Wang, Jiangtao Su, Haode Li, Tangyu Fu, Yuxiu Tong, Kuiwen Xu, Wenjun Li
Hangzhou Dianzi University, Hangzhou Dianzi University, Hangzhou Dianzi University, Hangzhou Dianzi University, Hangzhou Dianzi University, Hangzhou Dianzi University, Hangzhou Dianzi University
10:30 - 10:50
Tu2E-2 DeltaDPD: Exploiting Dynamic Temporal Sparsity in Recurrent Neural Networks for Energy-Efficient Wideband Digital Predistortion
ABSTRACT
Yizhuo Wu, Yi Zhu, Kun Qian, Qinyu Chen, Anding Zhu, Radjindrepersad Gajadharsing, Leo de Vreede, Chang Gao
Technische Universiteit Delft, Ampleon, Technische Universiteit Delft, Universiteit Leiden, Univ. College Dublin, Ampleon, Technische Universiteit Delft, Technische Universiteit Delft
10:50 - 11:10
Tu2E-3 Enhancing Digital Predistortion Performance Under Load Mismatch Using a VSWR Generative Neural Network Simulator
ABSTRACT
Erez Loebl, Nimrod Ginzberg, Emanuel Cohen
Technion, Tel Aviv University, Technion
11:10 - 11:20
Tu2E-4 Recurrent Neural Network Modeling of Radio Frequency Amplifiers for System-Level Simulation and Design
ABSTRACT
Joshua Corsello, Alan Preciado-Grijalva, Sergey Shaboyan, Kevin Wray, Lavanya Rau, Daniel Kultran
Epirus, Epirus, Epirus, Epirus, Epirus, Epirus
11:20 - 11:30
Tu2E-5 Calibration of Wideband Multiport Junction Receivers Using Memory-Polynomial-Informed Neural Network
ABSTRACT
Lojain Syed, Khurram Khan, Saad Qayyum, Mohsin Tarar, Renato Negra
PAF IAST, PAF IAST, PAF IAST, University of Chakwal, RWTH Aachen Univ.
11:30 - 11:50
Tu2E-6 AdaAFE-CIM: A Hardware Implementation of Subspace Tracking for Adaptive Radar Data Compression
ABSTRACT
Alex Saad-Falcon, Wei-Chun Wang, Laith Shamieh, Jinhyeok Park, Xiangyu Mao, Saibal Mukhopadhyay, Justin Romberg
Georgia Tech, Georgia Tech, Georgia Tech, Georgia Tech, Georgia Tech, Georgia Tech, Georgia Tech
Arnaldo S.R. Oliveira
Universidade de Aveiro
Sensen Li
Univ. of Texas at Austin