Name
Title | ||
|---|---|---|
Temporal-aware rate allocation in mission-oriented WSNs with sum-rate demand guarantee. |
Abstract | ||
|---|---|---|
Conventional resource allocation schemes for single-purpose WSNs are unable to capture the dynamicity of network and/or application specifications. This compels us to design mechanisms that support multi-purpose mission-oriented WSNs, where several missions with different characteristics coexist in an integrated WSN. The paper aims to propose an efficient temporal-aware resource allocation mechanism for mission-oriented WSNs. Furthermore, our design supports minimum sum-rate demand guarantee for active sessions of each mission. We use contention graph notion to analytically model the interference in our underlying WSN. Moreover, in-network processing operators play important role in our design scheme. Using a time-variant mission-oriented WSN model, we formulate our resource allocation problem as a dynamic network utility maximization problem, which aims to maximize a hybrid mix of an aggregated objective function of missions’ utilities and energy consumption, considering capacity, interference and sum-rate demand constraints. Finally, using dual decomposition method, we solve the problem and propose a distributed temporal-aware algorithm called TARC-SD that optimally allocates the shared bandwidth to the sources. The conducted experiments indicate that the TARC-SD algorithm achieves higher network utilization and wider feasible scenarios compared to conventional time-invariant schemes. |
Year | DOI | Venue |
|---|---|---|
2015 | 10.1016/j.comcom.2015.01.009 | Computer Communications |
Keywords | Field | DocType |
Mission-oriented wireless sensor network,Dynamic Network Utility Maximization (DNUM),Sum-rate demand guarantee,In-network processing,Energy consumption | Dynamic network analysis,Computer science,Computer network,Real-time computing,Decomposition method (constraint satisfaction),Utility maximization problem,Bandwidth (signal processing),Resource allocation,Interference (wave propagation),Operator (computer programming),Energy consumption | Journal |
Volume | Issue | ISSN |
59 | C | 0140-3664 |
Citations | PageRank | References |
1 | 0.35 | 26 |
Authors | ||
4 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Soheil Javadi | 1 | 1 | 0.35 |
| Mohammad H. Hajiesmaili | 2 | 87 | 17.99 |
| Ahmad Khonsari | 3 | 210 | 42.43 |
| Behzad Moshiri | 4 | 163 | 30.33 |