S
igma-Point Kalman Filter Based Sensor Integration, Estimation and System Identification
for Enhanced UAV Situational Awareness & Control
A project under the ONR Autonomous Operations Future Naval Capability - UAV Autonomy Program
(Contract No.: N0014-02-C-0248)
Eric A. Wan
,
Rudolph van der Merwe
,
Alexander Bogdanov
GOAL:
Develop and demonstrate a machine learning framework for probabilistic vehicle state and model parameter inference aiding the sensor integration and processing for the autonomous control of UAVs.
Documents
Technical Proposal
Option Year Whitepaper
Presentations
(without embedded videos)
ONR Site visit
TCS Industry Day
SRI Visit (1/23/2003) :
Without videos
With videos
(Pack and Go)
ONR-AO-FNC Conference (06/2003) :
Without videos
With videos
(Pack and Go)
Status Reports:
August 2002
September 2002
October 2002
December 2002
January 2003
February 2003
March 2003
April 2003
May 2003
June 2003
July 2003
August 2003
September 2003
December 2003
Related Links
ReBEL Toolkit
OGI DARPA SEC Project Home Page
ONR FNC
Related Publications
:
Conference and journal proceedings