Non-convex optimization for the design of sparse FIR filters

Non-convex optimization for the design of sparse FIR filters

This paper presents a method for designing sparse FIR filters by means of a sequence of p-norm minimization problems with p gradually decreasing from 1 toward 0. The lack of convexity for p < 1 is partially overcome by appropriately initializing each subproblem. A necessary condition of optimalit...

Full description

Bibliographic Details
Main Author: Wei, Dennis
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Format: Article
Language:en_US
Published: Institute of Electrical and Electronics Engineers 2010
Subjects:
FIR digital filters
Sparse filters
non-convex optimization
Online Access:http://hdl.handle.net/1721.1/58829

Internet

http://hdl.handle.net/1721.1/58829

Similar Items