Statistical Analysis of the LMS and Modified Stochastic Gradient Algorithms

reportActive / Technical Report | Accession Number: ADA208618 | Open PDF

Abstract:

During the period April 15 1989, the Air Force Office of Scientific Research supported research work on the stochastic behavior of the LMS and related adaptive algorithms has yielded results in two major areas Digital Implementation of Stochastic Gradient Type adaptive Algorithms and LMS and RLS Performance Comparison for Tracking a Chirped Sinusoid in Noise. Keywords Mathematical models, Electrical engineering, Echo cancellation, Abstracts.

Author(s):
Bershad, Neil J.
Author Organization(s):
CALIFORNIA UNIV IRVINE
Descriptive Note:
Annual rept. 15 May 1988-14 May 1989
Pagination:
0024

Security Markings

DOCUMENT & CONTEXTUAL SUMMARY

Distribution:
Approved For Public Release
Distribution Statement:
Approved For Public Release; Distribution Is Unlimited.

RECORD

Collection: TR
Identifying Numbers
Report Number(s):
AFOSR-TR-89-0701
Contract/Grant Number(s):
AFOSR-86-0093
Task Number(s):
A6
Project Number(s):
2304
Monitor Series:
TR-89-0701, AFOSR
 Subject Terms
Joint Capability Areas:
JCA_1_Force Support; JCA_1.2_Force Preparation; JCA_5_Command and Control; JCA_1.2.3_Educating; JCA_5.3_Planning; JCA_4.6_Engineering; JCA_6_Net Centric; JCA_6.3.3_Spectrum Management; JCA_6.1_Information Transport
Modernization Areas:
Fully Networked C3
Communities of Interest:
Energy and Power Technologies
Descriptor(s):
*STATISTICAL ANALYSIS, *ALGORITHMS, COMPARISON, TRACKING, ELECTRICAL ENGINEERING, ECHOES, ADAPTIVE SYSTEMS, CANCELLATION, GRADIENTS, STOCHASTIC PROCESSES, MATHEMATICAL MODELS, ABSTRACTS
Field(s)/Group(s):
Electrical and Electronic Equipment, Statistics and Probability
Keyword(s):
PE61102F, WUAFOSR2304A6
Report Date:
1989 May 14