MP-DPD: Low-Complexity Mixed-Precision Neural Networks for Energy-Efficient Digital Predistortion of Wideband Power Amplifiers
Fuente:
arXiv
Guardado en:
| Autores principales: | Wu, Yizhuo, Li, Ang, Beikmirza, Mohammadreza, Singh, Gagan Deep, Chen, Qinyu, de Vreede, Leo C. N., Alavi, Morteza, Gao, Chang |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
OpenDPD: An Open-Source End-to-End Learning & Benchmarking Framework for Wideband Power Amplifier Modeling and Digital Pre-Distortion
por: Wu, Yizhuo, et al.
Publicado: (2024)
por: Wu, Yizhuo, et al.
Publicado: (2024)
TCN-DPD: Parameter-Efficient Temporal Convolutional Networks for Wideband Digital Predistortion
por: Duan, Huanqiang, et al.
Publicado: (2025)
por: Duan, Huanqiang, et al.
Publicado: (2025)
DeltaDPD: Exploiting Dynamic Temporal Sparsity in Recurrent Neural Networks for Energy-Efficient Wideband Digital Predistortion
por: Wu, Yizhuo, et al.
Publicado: (2025)
por: Wu, Yizhuo, et al.
Publicado: (2025)
DPD-NeuralEngine: A 22-nm 6.6-TOPS/W/mm$^2$ Recurrent Neural Network Accelerator for Wideband Power Amplifier Digital Pre-Distortion
por: Li, Ang, et al.
Publicado: (2024)
por: Li, Ang, et al.
Publicado: (2024)
SparseDPD: A Sparse Neural Network-based Digital Predistortion FPGA Accelerator for RF Power Amplifier Linearization
por: Versluis, Manno, et al.
Publicado: (2025)
por: Versluis, Manno, et al.
Publicado: (2025)
OpenDPDv2: A Unified Learning and Optimization Framework for Neural Network Digital Predistortion
por: Wu, Yizhuo, et al.
Publicado: (2025)
por: Wu, Yizhuo, et al.
Publicado: (2025)
Digital Predistorter Implementation for Wideband Power Amplifiers in New Generation Wireless Systems Based on a Low‐Complexity Volterra Series Model
por: Haithem Rezgui, et al.
Publicado: (2025)
por: Haithem Rezgui, et al.
Publicado: (2025)
Digital Predistortion of Power Amplifiers for Quantum Computing
por: Jaeger, Marvin, et al.
Publicado: (2026)
por: Jaeger, Marvin, et al.
Publicado: (2026)
A Highly Efficient Two‐Sided Temporal Convolutional Neural Network for Wideband Digital Predistortion of RF Power Amplifiers
por: Haithem Rezgui, et al.
Publicado: (2026)
por: Haithem Rezgui, et al.
Publicado: (2026)
Walsh-domain Neural Network for Power Amplifier Behavioral Modelling and Digital Predistortion
por: Thys, Cel, et al.
Publicado: (2024)
por: Thys, Cel, et al.
Publicado: (2024)
A Complexity‐Reduced TD‐PHD Model for Digital Predistortion of 5G Handset Power Amplifiers With Load Mismatch
por: Xin Liu, et al.
Publicado: (2025)
por: Xin Liu, et al.
Publicado: (2025)
Physically Inspired Predistortion of RF Power Amplifiers with Artificial Neural Networks
por: Jüschke, Patrick
Publicado: (2025)
por: Jüschke, Patrick
Publicado: (2025)
Sub-THz Power Amplifiers: Measurements, Behavioral Modeling and Predistortion Algorithms
por: Samara, Lutfi, et al.
Publicado: (2025)
por: Samara, Lutfi, et al.
Publicado: (2025)
Behavioral Modeling and Digital Predistortion for Power Amplifier Based on the Sparse Smooth Twin Support Vector Regression Method
por: Changzhi Xu, et al.
Publicado: (2024)
por: Changzhi Xu, et al.
Publicado: (2024)
Wideband Active Load Modulation in RF Power Amplifiers
por: Musolff, Christian Karl
Publicado: (2025)
por: Musolff, Christian Karl
Publicado: (2025)
A Low‐Complexity Digital Predistortion Technology and FPGA Implementation for Wide‐Band Satellite Communication
por: Mingchen Jiang, et al.
Publicado: (2025)
por: Mingchen Jiang, et al.
Publicado: (2025)
STaMP: Sequence Transformation and Mixed Precision for Low-Precision Activation Quantization
por: Federici, Marco, et al.
Publicado: (2025)
por: Federici, Marco, et al.
Publicado: (2025)
An Analysis to Evaluate and Quantify Investment Flows Between India and Sri Lanka Following the Implementation of the ISFTA
por: Deep, Gagan, et al.
Publicado: (2025)
por: Deep, Gagan, et al.
Publicado: (2025)
Block-Weighted Lasso for Joint Optimization of Memory Depth and Kernels in Wideband DPD
por: Wang, Jinfei, et al.
Publicado: (2025)
por: Wang, Jinfei, et al.
Publicado: (2025)
Design of a Highly Efficient and Wideband Power Amplifier With a New Microstrip Low‐Pass Filter
por: Minshi Jia, et al.
Publicado: (2026)
por: Minshi Jia, et al.
Publicado: (2026)
Wideband Power Amplifier Behavioral Modeling Using an Amplitude Conditioned LSTM
por: Abdelsalam, Abdelrahman, et al.
Publicado: (2026)
por: Abdelsalam, Abdelrahman, et al.
Publicado: (2026)
Interpretable Hypothesis-Driven Trading:A Rigorous Walk-Forward Validation Framework for Market Microstructure Signals
por: Deep, Gagan, et al.
Publicado: (2025)
por: Deep, Gagan, et al.
Publicado: (2025)
Digital Predistortion for Flux Control of Tunable Superconducting Qubits
por: Venkateswaran, Dharun, et al.
Publicado: (2026)
por: Venkateswaran, Dharun, et al.
Publicado: (2026)
A Dual‐Frequency Wideband Inverse Class‐F Power Amplifier Using SRFT Matching
por: Haitao He, et al.
Publicado: (2026)
por: Haitao He, et al.
Publicado: (2026)
ULOC: Learning to Localize in Complex Large-Scale Environments with Ultra-Wideband Ranges
por: Nguyen, Thien-Minh, et al.
Publicado: (2024)
por: Nguyen, Thien-Minh, et al.
Publicado: (2024)
Advanced Digital Predistortion Algorithms for modern Base-Station Front-Ends
por: Donati, Giovanni
Publicado: (2025)
por: Donati, Giovanni
Publicado: (2025)
220 GHz, 8.5-dBm Saturated Output Power Wideband Power Amplifier in SiGe BiCMOS
por: Chen, Xun, et al.
Publicado: (2025)
por: Chen, Xun, et al.
Publicado: (2025)
JaneEye: A 12-nm 2K-FPS 18.9-$μ$J/Frame Event-based Eye Tracking Accelerator
por: Han, Tao, et al.
Publicado: (2025)
por: Han, Tao, et al.
Publicado: (2025)
Alcohol as a Foreseeable Suicide Risk Amplifier
por: Leo Sher
Publicado: (2026)
por: Leo Sher
Publicado: (2026)
An Extremely Wideband and Small‐Area Power‐Four Circuit With Load‐Based Frequency Compensation Comprising an Enhanced Squarer
por: Saina Parvanehnezhad Shirazian, et al.
Publicado: (2026)
por: Saina Parvanehnezhad Shirazian, et al.
Publicado: (2026)
Strategic Innovation for Sustainability: A Conceptual Model Linking Digitalization, Social Dynamics, and Climate Change Mitigation
por: Gagan Deep Sharma, et al.
Publicado: (2025)
por: Gagan Deep Sharma, et al.
Publicado: (2025)
Improving rate wireless sensor network with collaborative energy among nodes with fusion center and multiple antennas sensors using game theory and energy harvesting
por: Morteza Choubin, et al.
Publicado: (2024)
por: Morteza Choubin, et al.
Publicado: (2024)
Rank-Aware Spectral Bounds on Attention Logits for Stable Low-Precision Training
por: Emadi, Seyed Morteza
Publicado: (2026)
por: Emadi, Seyed Morteza
Publicado: (2026)
In-Circuit Characterization of Low-Frequency Stability Margins in Power Amplifiers
por: Gonzalez, Jose Manuel, et al.
Publicado: (2025)
por: Gonzalez, Jose Manuel, et al.
Publicado: (2025)
Wideband Gaussian Noise Model of Nonlinear Distortions From Semiconductor Optical Amplifiers
por: Hafermann, Hartmut
Publicado: (2025)
por: Hafermann, Hartmut
Publicado: (2025)
A Digital Power Amplifier in 28 nm CMOS for LTE Applications
por: Fuhrmann, Jörg
Publicado: (2025)
por: Fuhrmann, Jörg
Publicado: (2025)
Digital Predistortion of Optical Fields for Fast and High-Fidelity Entangling Gates in Trapped-Ion Qubits
por: Markov, Jovan, et al.
Publicado: (2026)
por: Markov, Jovan, et al.
Publicado: (2026)
A Learning Method for Optimal Chirp Predistortion
por: Kandala, Averal N., et al.
Publicado: (2026)
por: Kandala, Averal N., et al.
Publicado: (2026)
Multi Digit Ising Mapping for Low Precision Ising Solvers
por: Singh, Abhishek Kumar, et al.
Publicado: (2024)
por: Singh, Abhishek Kumar, et al.
Publicado: (2024)
MP-ISMoE: Mixed-Precision Interactive Side Mixture-of-Experts for Efficient Transfer Learning
por: Zhang, Yutong, et al.
Publicado: (2026)
por: Zhang, Yutong, et al.
Publicado: (2026)
Ejemplares similares
-
OpenDPD: An Open-Source End-to-End Learning & Benchmarking Framework for Wideband Power Amplifier Modeling and Digital Pre-Distortion
por: Wu, Yizhuo, et al.
Publicado: (2024) -
TCN-DPD: Parameter-Efficient Temporal Convolutional Networks for Wideband Digital Predistortion
por: Duan, Huanqiang, et al.
Publicado: (2025) -
DeltaDPD: Exploiting Dynamic Temporal Sparsity in Recurrent Neural Networks for Energy-Efficient Wideband Digital Predistortion
por: Wu, Yizhuo, et al.
Publicado: (2025) -
DPD-NeuralEngine: A 22-nm 6.6-TOPS/W/mm$^2$ Recurrent Neural Network Accelerator for Wideband Power Amplifier Digital Pre-Distortion
por: Li, Ang, et al.
Publicado: (2024) -
SparseDPD: A Sparse Neural Network-based Digital Predistortion FPGA Accelerator for RF Power Amplifier Linearization
por: Versluis, Manno, et al.
Publicado: (2025)