TY - GEN
T1 - Optimal and heuristic DSA policies for cellular networks with coordinated access band
AU - Coupechoux, Marceau
AU - Kamal, Hany
AU - Godlewski, Philippe
AU - Kelif, Jean Marc
PY - 2009/12/1
Y1 - 2009/12/1
N2 - Due to the increasing demands for higher data rate applications, also due to the actual spectrum crowd situation, DSA (Dynamic Spectrum Access) turned into an active research topic. In this paper, we analyze DSA in cellular networks context, where a CAB (Coordinated Access Band) is shared between RANs (Radio Access Networks). We propose an SMDP (Semi Markov Decision Process) approach to derive the optimal DSA policies in terms of operator reward. In order to overcome the limitations induced by optimal policy implementation, we also propose a simple, though sub-optimal, DSA heuristic. The achieved reward is shown to be very close to the optimal case and thus to significantly exceed the reward obtained with FSA (Fixed Spectrum Access). Higher rewards and better spectrum utilization with DSA optimal and heuristic methods are however obtained at the price of a reduced average user throughput.
AB - Due to the increasing demands for higher data rate applications, also due to the actual spectrum crowd situation, DSA (Dynamic Spectrum Access) turned into an active research topic. In this paper, we analyze DSA in cellular networks context, where a CAB (Coordinated Access Band) is shared between RANs (Radio Access Networks). We propose an SMDP (Semi Markov Decision Process) approach to derive the optimal DSA policies in terms of operator reward. In order to overcome the limitations induced by optimal policy implementation, we also propose a simple, though sub-optimal, DSA heuristic. The achieved reward is shown to be very close to the optimal case and thus to significantly exceed the reward obtained with FSA (Fixed Spectrum Access). Higher rewards and better spectrum utilization with DSA optimal and heuristic methods are however obtained at the price of a reduced average user throughput.
U2 - 10.1109/EW.2009.5358013
DO - 10.1109/EW.2009.5358013
M3 - Conference contribution
AN - SCOPUS:76349105970
SN - 9781424459353
T3 - 2009 European Wireless Conference, EW 2009
SP - 102
EP - 106
BT - 2009 European Wireless Conference, EW 2009
T2 - 2009 European Wireless Conference, EW 2009
Y2 - 17 May 2009 through 20 May 2009
ER -