TY - JOUR
T1 - Information dissemination in wireless ad-hoc networks under the weighted-TIM framework
AU - Dong, Lu
AU - Kowalski, Dariusz R.
AU - Kudaravalli, Harshita
AU - Mosteiro, Miguel A.
N1 - Funding Information:
We thank anonymous reviewers for valuable comments. A preliminary version of this work under a different model of interference appeared in [27] . This work was partially supported by the Polish National Science Center ( NCN ) grant UMO-2017/25/B/ST6/02553 ; the UK Royal Society International Exchanges 2017 Round 3 Grant # 170293 ; and Pace University SRC and Kenan Fund .
Publisher Copyright:
© 2021 Elsevier B.V.
PY - 2022/1/12
Y1 - 2022/1/12
N2 - We study communication from layer to layer of a network modeling it as a bipartite graph of transmitters and receivers. We seek to minimize the time needed for all receivers to get a message held by all transmitters. We study this Layer Dissemination problem under the Weighted Topological Interference Management (W-TIM) framework, which subsumes previous models of interference. We present randomized and deterministic protocols for Layer Dissemination, based on Selective-with-Interference Families, a combinatorial object related to group testing non-adaptive algorithms and superimposed codes. Our approach combines an engineering solution with theoretical guarantees. We characterize the network with a global measure of interference based on measurements in the specific deployment area. Then, our protocols distributedly produce an ad-hoc transmissions schedule for dissemination. We complement our theoretical study with simulations of a real network-deployment area to compare our protocols with previous work for models that ignore some physical constraints. The striking improvement in performance shown by our simulations with respect to using previous simplified models of interference shows the importance of using W-TIM to develop algorithms.
AB - We study communication from layer to layer of a network modeling it as a bipartite graph of transmitters and receivers. We seek to minimize the time needed for all receivers to get a message held by all transmitters. We study this Layer Dissemination problem under the Weighted Topological Interference Management (W-TIM) framework, which subsumes previous models of interference. We present randomized and deterministic protocols for Layer Dissemination, based on Selective-with-Interference Families, a combinatorial object related to group testing non-adaptive algorithms and superimposed codes. Our approach combines an engineering solution with theoretical guarantees. We characterize the network with a global measure of interference based on measurements in the specific deployment area. Then, our protocols distributedly produce an ad-hoc transmissions schedule for dissemination. We complement our theoretical study with simulations of a real network-deployment area to compare our protocols with previous work for models that ignore some physical constraints. The striking improvement in performance shown by our simulations with respect to using previous simplified models of interference shows the importance of using W-TIM to develop algorithms.
KW - Contention resolution
KW - Topological interference management
KW - Wireless networks
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U2 - 10.1016/j.tcs.2021.11.022
DO - 10.1016/j.tcs.2021.11.022
M3 - Article
AN - SCOPUS:85120709448
SN - 0304-3975
VL - 901
SP - 19
EP - 34
JO - Theoretical Computer Science
JF - Theoretical Computer Science
ER -