NDLI: NLMS Adaptive Algorithm Implement Based on FPGA

Content Provider	IEEE Xplore Digital Library
Author	Jing Dai Yanmei Wang
Copyright Year	2010
Abstract	A adaptive filter was implemented in this paper, which was based on NLMS algorithm. High performance signals could be gotten by filtering the time-varying and unknown interference in the communication channels. The NLMS algorithm was achieved by discussing the principle of LMS algorithm and its improvements. It was concluded that NLMS algorithm could be implemented on FPGA chips. This paper described the method of the specific implementation. This method introduces bit-shift in terms of subsection instead of division operation, by which the operation speed of FPGA is improved apparently. The spectrogram of the output signals proved that the attenuation reached to 99.21 dB when the normalized frequency was 0.04375π offset from the center frequency. The adaptive filter could filter the interference effectively in the communication channels. Moreover, the implementation of this adaptive filter requires considerably less FPGA resources because of the decreases of its calculating complexity. It could meet the requirements of high-speed signal processing.
Starting Page	422
Ending Page	425
File Size	384169
Page Count	4
File Format	PDF
ISBN	9781424485482
DOI	10.1109/ICINIS.2010.97
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-11-01
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Algorithm design and analysis NLMS LMS adaptive filter Adaptation model FPGA Signal processing algorithms Adaptive filters Least squares approximation Digital filters Field programmable gate arrays
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Design and implementation of LMS adaptive filter algorithm based on FPGA

Implementation of an LMS adaptive filter on an FPGA employing multiplexed multiplier architecture

An FPGA implementation of the LMS adaptive filter for MEMS gyroscope

FPGA implementation of constrained LMS algorithm

FPGA implementation of a channel noise canceller for image transmission

Implementation of a LMS filter on FPGA employing extremeDSP and smart IP-core design

LMS Bit Stream Adaptive Filter Design

FPGA-implementation of LMS adaptive noise canceller for ECG signal using model based design

FPGA implementation of LMS-based FIR adaptive filter for real time digital signal processing applications

NLMS Adaptive Algorithm Implement Based on FPGA

Similar Documents

Design and implementation of LMS adaptive filter algorithm based on FPGA

Implementation of an LMS adaptive filter on an FPGA employing multiplexed multiplier architecture

An FPGA implementation of the LMS adaptive filter for MEMS gyroscope

FPGA implementation of constrained LMS algorithm

FPGA implementation of a channel noise canceller for image transmission

Implementation of a LMS filter on FPGA employing extremeDSP and smart IP-core design

LMS Bit Stream Adaptive Filter Design

FPGA-implementation of LMS adaptive noise canceller for ECG signal using model based design

FPGA implementation of LMS-based FIR adaptive filter for real time digital signal processing applications

NLMS Adaptive Algorithm Implement Based on FPGA