Fiscal Year:
2004
Title:
Research and Development of Stochastic Optimal Control Algorithms for Mobile Communications Systems
Agency / Branch:
DOD / ARMY
Contract:
W911NF-04-C-0010
Award Amount:
$119,978.00
Abstract:
The overall objective of the effort (Phase I and Phase II) is to
utilize Stochastic Optimal Control (SOC) techniques to derive and
evaluate scheduling algorithms for Mobile Communication Systems. SOC
techniques were recently employed to establish the optimality of the
widely used Proportional Fair Sharing (PFS) scheduling algorithm under
idealized conditions -- one single base station, unique service class
and heavy traffic in all transmitters. This result provides an
important link between well established SOC methods at one side and
the practice of Mobile Communication Systems at the other side. We
will use these developments as our starting point in Phase I, and
investigate the possibility of extending these results when one or
more of these assumptions are not met. Phase I will be focused in the
scheduling problem only, using analytical techniques to: (1)
investigate the performance of PFS under more general conditions, and
(2) modifying PFS for improved performance. Limited numerical
experiments will be performed to validate the theoretical
developments. The most promising physical layer schemes derived in
Phase I will be combined into a full protocol stack for High Rate
Packet Data Systems in Phase II. We will focus our developments in the
IS-856/CDMA2000 protocols, seeking the development of algorithms
compatible with the emerging Third Generation Wireless
Technologies. Northrop-Grumman Information Technology will be a
subcontractor in the effort, providing expertise in the tactical
operation of mobile networks. Professors Harold Kushner (Brown
University), John Tsitsiklis (MIT) and Sanjoy Mitter (MIT) will serve
as consultants, working with SSCI in the development of control
theoretic methods for scheduler analysis and design.
Business Contact:
Raman Mehra
President and CEO
7819385355
rkm@ssci.com
Small Business Information at Submission:
SCIENTIFIC SYSTEMS CO., INC.
500 West Cummings Park - Ste 3000 Woburn, MA 01801
EIN/Tax ID:
043053085
DUNS:
N/A
Number of Employees:
Woman-Owned:
No
Minority-Owned:
No
HUBZone-Owned:
No