NDLI: Nonparametric trellis equalization in the presence of non-Gaussian interference

Content Provider	IEEE Xplore Digital Library
Author	Luschi, C. Mulgrew, B.
Copyright Year	1972
Abstract	We consider the problem of trellis equalization of the intersymbol interference channel in the presence of thermal noise and cochannel interference (CCI). Conventional maximum-likelihood sequence estimation (MLSE) and maximum a posteriori probability (MAP) trellis equalizers treat the sum of noise and interference as additive white Gaussian noise, while CCI is generally a colored non-Gaussian process. We propose a novel nonparametric approach based on the estimation of the probability density function of the noise-plus-interference. Given the availability of a limited volume of data, the density is estimated by kernel-smoothing techniques. The use of a whitening filter in the presence of temporally colored disturbance is also addressed. Simulation results are provided for the global system for mobile communications (GSM), showing a significant performance improvement with respect to the equalizer based on the Gaussian assumption. Major advantages of the proposed strategy are its intrinsic robustness and general applicability to those cases where accurate modeling of the interference is difficult or a model is not available.
Starting Page	229
Ending Page	239
Page Count	11
File Size	765599
File Format	PDF
ISSN	00906778
Volume Number	51
Issue Number	2
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2003-02-01
Publisher Place	U.S.A.
Access Restriction	One Nation One Subscription (ONOS)
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Radiofrequency interference Maximum likelihood estimation Equalizers Additive white noise GSM Intersymbol interference Interchannel interference Gaussian noise Colored noise Probability density function
Content Type	Text
Resource Type	Article
Subject	Electrical and Electronic Engineering

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

Non-parametric trellis equalization in the presence of non-Gaussian interference

ML sequence estimation for data signals corrupted by intersymbol interference and colored noise

Adaptive channel equalization using context trees

Decoding of trellis-encoded signals in the presence of intersymbol interference and noise

A 2-stage soft-output equalizer for EDGE

Reduced-state soft-output trellis-equalization incorporating soft feedback

Efficient architecture for Bayesian equalization using fuzzy filters

Demodulation For Intersymbol Interference Channels In The Presence Of Colored Gaussian Noise

Multisensors receivers using a filtered reference: application to GSM

Nonparametric trellis equalization in the presence of non-Gaussian interference

Similar Documents

Non-parametric trellis equalization in the presence of non-Gaussian interference

ML sequence estimation for data signals corrupted by intersymbol interference and colored noise

Adaptive channel equalization using context trees

Decoding of trellis-encoded signals in the presence of intersymbol interference and noise

A 2-stage soft-output equalizer for EDGE

Reduced-state soft-output trellis-equalization incorporating soft feedback

Efficient architecture for Bayesian equalization using fuzzy filters

Demodulation For Intersymbol Interference Channels In The Presence Of Colored Gaussian Noise

Multisensors receivers using a filtered reference: application to GSM

Nonparametric trellis equalization in the presence of non-Gaussian interference