Partial Update Least-Square Adaptive Filtering

by Bei Xie and Tamal Bose

Adaptive filters play an important role in the fields related to digital signal processing and communication, such as system identification, noise cancellation, channel equalization, and beamforming. In practical applications, the computational complexity of an adaptive filter is an important consideration. The Least Mean Square (LMS) algorithm is widely used because of its low computational complexity ($O(N)$) and simplicity in implementation. The...

• Format: Paperback
• Language: English
• ISBN: 3031005538
• ISBN13: 9783031005534
• Release Date: May 2014
• Publisher: Springer
• Length: 105 Pages
• Weight: 0.48 lbs.
• Dimensions: 0.3" x 7.5" x 9.3"