Kalman filters applications in radio resource scheduling of wireless communication

  title={Kalman filters applications in radio resource scheduling of wireless communication},
  author={Mohammed Elmusrati and H N Koivo},
  journal={IEEE 5th Workshop on Signal Processing Advances in Wireless Communications, 2004.},
We investigate the applications of Kalman filters as radio resource scheduler. A novel algorithm is proposed. It is well known fact that the Kalman filter is the optimum linear tracking device on the basis of second order statistics. This feature motivates us to apply the Kalman filter in this type of applications. The proposed Kalman radio resource scheduler is a distributed algorithm. The convergence properties of the proposed algorithm are studied. The simulations show that the proposed… CONTINUE READING


Publications referenced by this paper.
Showing 1-6 of 6 references

Power Control and Resource Management for a Multimedia CDMAWireless

SystemAshwin, Sampath, Prashant S. Kumar, Michael Jack, HoltzmanWINLAB
View 4 Excerpts
Highly Influenced

In t e grat ed link adaptation and power control improve error and throughput pe rfonnanc e in broadband wireless packet networks

L. Wang

Throughput perfonnance of adaptive modulation in cellular systems

K. Chawla, X. Qiu
Proc. IEEE ICUPC, pp. 945-950, 1998. • 1998
View 2 Excerpts

Fully distributed power control algorithm with one bit signaling and nonlinear error estimation

M. Rintamliki M. Elmusrati, Hartimo, H. Koivo

I 0,0" ! J ! '. i MO. I '\'I I I r I I '"" 1 ..

M. Elmusrati, H. Koivo, +56 authors . O�41�l.m.�.�
1 I 1 I I 0.00' I i i 1 I I 0.002 I 1 J I !---.. , . ill 30 '0 5(1 10 .- Figure 2. The transmitted power verses number of time slots 60 80 100 120 140 \l1'I\es�" !=="" '1 [ [ , J 60 eo 100 120 140 tJrnellCtl Figure 3 Error norm, transmitted power, and outage
View 1 Excerpt

Similar Papers

Loading similar papers…