Title
A Novel Algorithm for Determining the Structure of Digital Predistortion Models.
Abstract
The generalized memory polynomial (GMP) model is one of the most commonly used models in digital predistortion to compensate for the nonlinearities and memory effects of power amplifiers (PAs). A very difficult, yet crucial, aspect of behavioral modeling is model dimensioning, i.e., determining nonlinear orders and memory depths. In this paper, we propose an algorithm based on hill-climbing (HC) h...
Year
DOI
Venue
2018
10.1109/TVT.2018.2833283
IEEE Transactions on Vehicular Technology
Keywords
Field
DocType
Mathematical model,Complexity theory,Predistortion,Integrated circuit modeling,Computational modeling,Optimization
Convergence (routing),Heuristic,Brute-force search,Test bench,Computer science,Behavioral modeling,Algorithm,Dimensioning,Linearization,Predistortion
Journal
Volume
Issue
ISSN
67
8
0018-9545
Citations 
PageRank 
References 
1
0.37
0
Authors
4
Name
Order
Citations
PageRank
Siqi Wang110.37
Mazen Abi-Hussein2152.39
Olivier Venard341.48
Geneviève Baudoin413819.08