TY - GEN
T1 - Joint sensing and communication over memoryless broadcast channels
AU - Ahmadipour, Mehrasa
AU - Wigger, Michèle
AU - Kobayashi, Mari
N1 - Publisher Copyright:
©2021 IEEE
PY - 2021/4/11
Y1 - 2021/4/11
N2 - A memoryless state-dependent broadcast channel (BC) is considered, where the transmitter wishes to convey two private messages to two receivers while simultaneously estimating the respective states via generalized feedback. The model at hand is motivated by a joint radar and communication system where radar and data applications share the same frequency band. For physically degraded BCs with i.i.d. state sequences, we characterize the capacity-distortion region tradeoff. For general BCs, we provide inner and outer bounds on the capacity-distortion region, as well as a sufficient condition when it is equal to the product of the capacity region and the set of achievable distortion. Interestingly, the proposed synergetic design significantly outperforms a conventional approach that splits the resource either for sensing or communication.
AB - A memoryless state-dependent broadcast channel (BC) is considered, where the transmitter wishes to convey two private messages to two receivers while simultaneously estimating the respective states via generalized feedback. The model at hand is motivated by a joint radar and communication system where radar and data applications share the same frequency band. For physically degraded BCs with i.i.d. state sequences, we characterize the capacity-distortion region tradeoff. For general BCs, we provide inner and outer bounds on the capacity-distortion region, as well as a sufficient condition when it is equal to the product of the capacity region and the set of achievable distortion. Interestingly, the proposed synergetic design significantly outperforms a conventional approach that splits the resource either for sensing or communication.
UR - http://www.scopus.com/inward/record.url?scp=85113215952&partnerID=8YFLogxK
U2 - 10.1109/ITW46852.2021.9457571
DO - 10.1109/ITW46852.2021.9457571
M3 - Conference contribution
AN - SCOPUS:85113215952
T3 - 2020 IEEE Information Theory Workshop, ITW 2020
BT - 2020 IEEE Information Theory Workshop, ITW 2020
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2020 IEEE Information Theory Workshop, ITW 2020
Y2 - 11 April 2021 through 15 April 2021
ER -