Accession Number : ADA303385
Title : Correlation and Kalman Filter Tracking Solutions for the NRL NIPEX Algorithm.
Descriptive Note : Master's thesis,
Corporate Author : NAVAL POSTGRADUATE SCHOOL MONTEREY CA
Personal Author(s) : Allred, Lee K.
PDF Url : ADA303385
Report Date : SEP 1995
Pagination or Media Count : 74
Abstract : This thesis presents an algorithm designed to correlate and track airborne targets using positional and identification data reported from the Naval Research Laboratory Integrated Proforma Exploitation (NIPEX) test bed. The algorithm processes bearing and range inputs using an Interacting Multiple Model Kalman Filter (IMMKF). Association and gating of input measurements is accomplished with; (1) logical functions using amplifying information from MPEX output data, (2) linear velocity checks on all associations, and (3) a scoring method based on the Mahalanobis distance comparing positional inputs to Kalman Filter predicted states. Tracking is accomplished in two-dimensional space and performance of the algorithm is demonstrated for simulated data as well as actual collected data provided by the Naval Research Laboratory (NRL). The compatibility of the algorithm for fusion with additional sources is also addressed.
Descriptors : *ALGORITHMS, *KALMAN FILTERING, *TRACKING, *AERIAL TARGETS, VELOCITY, INPUT, OUTPUT, SIMULATION, MEASUREMENT, POSITION(LOCATION), TEST BEDS, TWO DIMENSIONAL, THESES, COMPATIBILITY, TARGETS, AIR TRAFFIC CONTROL SYSTEMS, PROBLEM SOLVING, IDENTIFICATION, CORRELATION, SOLUTIONS(GENERAL), LINEARITY, NAVAL RESEARCH LABORATORIES, DATA FUSION, SCORING, IFF SYSTEMS.
Subject Categories : Target Direction, Range and Position Finding
Electricity and Magnetism
Distribution Statement : APPROVED FOR PUBLIC RELEASE