TY - GEN
T1 - Optimal cognitive transmission exploiting redundancy in the primary ARQ process
AU - Michelusi, Nicolo
AU - Simeone, Osvaldo
AU - Levorato, Marco
AU - Popovski, Petar
AU - Zorzi, Michele
PY - 2011
Y1 - 2011
N2 - Cognitive radio technology enables the coexistence of Primary (PUs) and Secondary Users (SUs) in the same spectrum. In this work, it is assumed that the PU implements a retransmission-based error control technique (ARQ). This creates an inherent redundancy in the interference created by primary transmissions to the SU. We investigate secondary transmission policies that take advantage of this redundancy. The basic idea is that, if a Secondary Receiver (SR) learns the Primary Message (PM) in a given primary retransmission, then it can use this knowledge to cancel the primary interference in the subsequent slots in case of primary retransmissions, thus achieving a larger secondary throughput. This gives rise to interesting trade-offs in the design of the secondary policy. In fact, on the one hand, a secondary transmission potentially increases the secondary throughput but, on the other, causes interference to the reception of the PM at the Primary Receiver (PR) and SR. Such interference may induce retransmissions of the same PM, which plays to the advantage of the secondary user, while at the same time making decoding of the PM more difficult also at the SR and reducing the available margin on the given interference constraint at the PR. It is proved that the optimal secondary strategy prioritizes transmissions in the states where the PM is known to the SR, due to the ability of the latter to perform interference mitigation and obtain a larger secondary throughput. Moreover, when the primary constraint is sufficiently loose, the Secondary Transmitter should also trasmit when the PM is unknown to the SR. The structure of the optimal policy is found, and the throughput benefit of the proposed technique is shown by numerical results.
AB - Cognitive radio technology enables the coexistence of Primary (PUs) and Secondary Users (SUs) in the same spectrum. In this work, it is assumed that the PU implements a retransmission-based error control technique (ARQ). This creates an inherent redundancy in the interference created by primary transmissions to the SU. We investigate secondary transmission policies that take advantage of this redundancy. The basic idea is that, if a Secondary Receiver (SR) learns the Primary Message (PM) in a given primary retransmission, then it can use this knowledge to cancel the primary interference in the subsequent slots in case of primary retransmissions, thus achieving a larger secondary throughput. This gives rise to interesting trade-offs in the design of the secondary policy. In fact, on the one hand, a secondary transmission potentially increases the secondary throughput but, on the other, causes interference to the reception of the PM at the Primary Receiver (PR) and SR. Such interference may induce retransmissions of the same PM, which plays to the advantage of the secondary user, while at the same time making decoding of the PM more difficult also at the SR and reducing the available margin on the given interference constraint at the PR. It is proved that the optimal secondary strategy prioritizes transmissions in the states where the PM is known to the SR, due to the ability of the latter to perform interference mitigation and obtain a larger secondary throughput. Moreover, when the primary constraint is sufficiently loose, the Secondary Transmitter should also trasmit when the PM is unknown to the SR. The structure of the optimal policy is found, and the throughput benefit of the proposed technique is shown by numerical results.
KW - ARQ
KW - Cognitive radio networks
KW - Markov decision processes
KW - dynamic resource allocation
KW - interference
UR - http://www.scopus.com/inward/record.url?scp=79955783931&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=79955783931&partnerID=8YFLogxK
U2 - 10.1109/ITA.2011.5743628
DO - 10.1109/ITA.2011.5743628
M3 - Conference contribution
AN - SCOPUS:79955783931
SN - 9781457703614
T3 - 2011 Information Theory and Applications Workshop, ITA 2011 - Conference Proceedings
SP - 514
EP - 523
BT - 2011 Information Theory and Applications Workshop, ITA 2011 - Conference Proceedings
T2 - 2011 Information Theory and Applications Workshop, ITA 2011
Y2 - 6 February 2011 through 11 February 2011
ER -