We address the design space exploration of wireless networks to jointly select topology and component sizing. We formulate the exploration problem as an optimized mapping problem, where network elements are associated with components from pre-de.ned libraries to minimize a cost function under correctness guarantees. We express a rich set of system requirements as mixed integer linear constraints over path variables, denoting the presence or absence of paths between network nodes, and propose an algorithm for e.cient, compact encoding of feasible paths that can reduce by orders of magnitude the complexity of the optimization problem. We incorporate our methods in a system-level design space exploration toolbox and evaluate their e.ectiveness on design examples from data collection and localization networks.

Optimized selection of wireless network topologies and components via efficient pruning of feasible paths / Kirov, Dmitrii; Nuzzo, Pierluigi; Passerone, Roberto; Sangiovanni-Vincentelli, Alberto L.. - STAMPA. - 137710:(2018). ( 55th Annual Design Automation Conference, DAC 2018 San Francisco, CA, USA June 24-28 2018) [10.1145/3195970.3196086].

Optimized selection of wireless network topologies and components via efficient pruning of feasible paths

Dmitrii Kirov;Roberto Passerone;
2018-01-01

Abstract

We address the design space exploration of wireless networks to jointly select topology and component sizing. We formulate the exploration problem as an optimized mapping problem, where network elements are associated with components from pre-de.ned libraries to minimize a cost function under correctness guarantees. We express a rich set of system requirements as mixed integer linear constraints over path variables, denoting the presence or absence of paths between network nodes, and propose an algorithm for e.cient, compact encoding of feasible paths that can reduce by orders of magnitude the complexity of the optimization problem. We incorporate our methods in a system-level design space exploration toolbox and evaluate their e.ectiveness on design examples from data collection and localization networks.
2018
Proceedings of the 55th Design Automation Conference
Piscataway, NJ, USA
IEEE
9781450357005
Kirov, Dmitrii; Nuzzo, Pierluigi; Passerone, Roberto; Sangiovanni-Vincentelli, Alberto L.
Optimized selection of wireless network topologies and components via efficient pruning of feasible paths / Kirov, Dmitrii; Nuzzo, Pierluigi; Passerone, Roberto; Sangiovanni-Vincentelli, Alberto L.. - STAMPA. - 137710:(2018). ( 55th Annual Design Automation Conference, DAC 2018 San Francisco, CA, USA June 24-28 2018) [10.1145/3195970.3196086].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11572/225825
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